From 4ac78a996cb4ec4e1af161e390de4af4645bca76 Mon Sep 17 00:00:00 2001
From: Raduan77 <rfalshedivat@edu.hse.ru>
Date: Thu, 28 Nov 2024 09:51:03 +0100
Subject: [PATCH 01/17] code for search in github

---
 src/github/index.ts     | 558 +++++++++++++++++++++++++---------------
 src/github/package.json |   2 +
 src/github/schemas.ts   | 351 ++++++++++++++++++++-----
 3 files changed, 639 insertions(+), 272 deletions(-)

diff --git a/src/github/index.ts b/src/github/index.ts
index 0676a34c..bddd9f46 100644
--- a/src/github/index.ts
+++ b/src/github/index.ts
@@ -41,19 +41,32 @@ import {
   CreateIssueSchema,
   CreatePullRequestSchema,
   ForkRepositorySchema,
-  CreateBranchSchema
-} from './schemas.js';
-import { z } from 'zod';
-import { zodToJsonSchema } from 'zod-to-json-schema';
+  CreateBranchSchema,
+  SearchCodeSchema,
+  SearchIssuesSchema,
+  SearchUsersSchema,
+  SearchCodeResponseSchema,
+  SearchIssuesResponseSchema,
+  SearchUsersResponseSchema,
+  type SearchCodeResponse,
+  type SearchIssuesResponse,
+  type SearchUsersResponse,
+} from "./schemas.js";
+import { zodToJsonSchema } from "zod-to-json-schema";
+import { z } from "zod";
+import type { CallToolRequest } from "@modelcontextprotocol/sdk/types.js";
 
-const server = new Server({
-  name: "github-mcp-server",
-  version: "0.1.0",
-}, {
-  capabilities: {
-    tools: {}
+const server = new Server(
+  {
+    name: "github-mcp-server",
+    version: "0.1.0",
+  },
+  {
+    capabilities: {
+      tools: {},
+    },
   }
-});
+);
 
 const GITHUB_PERSONAL_ACCESS_TOKEN = process.env.GITHUB_PERSONAL_ACCESS_TOKEN;
 
@@ -67,17 +80,17 @@ async function forkRepository(
   repo: string,
   organization?: string
 ): Promise<GitHubFork> {
-  const url = organization 
+  const url = organization
     ? `https://api.github.com/repos/${owner}/${repo}/forks?organization=${organization}`
     : `https://api.github.com/repos/${owner}/${repo}/forks`;
 
   const response = await fetch(url, {
     method: "POST",
     headers: {
-      "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-      "Accept": "application/vnd.github.v3+json",
-      "User-Agent": "github-mcp-server"
-    }
+      Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+      Accept: "application/vnd.github.v3+json",
+      "User-Agent": "github-mcp-server",
+    },
   });
 
   if (!response.ok) {
@@ -93,21 +106,21 @@ async function createBranch(
   options: z.infer<typeof CreateBranchOptionsSchema>
 ): Promise<GitHubReference> {
   const fullRef = `refs/heads/${options.ref}`;
-  
+
   const response = await fetch(
     `https://api.github.com/repos/${owner}/${repo}/git/refs`,
     {
       method: "POST",
       headers: {
-        "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-        "Accept": "application/vnd.github.v3+json",
+        Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+        Accept: "application/vnd.github.v3+json",
         "User-Agent": "github-mcp-server",
-        "Content-Type": "application/json"
+        "Content-Type": "application/json",
       },
       body: JSON.stringify({
         ref: fullRef,
-        sha: options.sha
-      })
+        sha: options.sha,
+      }),
     }
   );
 
@@ -126,10 +139,10 @@ async function getDefaultBranchSHA(
     `https://api.github.com/repos/${owner}/${repo}/git/refs/heads/main`,
     {
       headers: {
-        "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-        "Accept": "application/vnd.github.v3+json",
-        "User-Agent": "github-mcp-server"
-      }
+        Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+        Accept: "application/vnd.github.v3+json",
+        "User-Agent": "github-mcp-server",
+      },
     }
   );
 
@@ -138,15 +151,17 @@ async function getDefaultBranchSHA(
       `https://api.github.com/repos/${owner}/${repo}/git/refs/heads/master`,
       {
         headers: {
-          "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-          "Accept": "application/vnd.github.v3+json",
-          "User-Agent": "github-mcp-server"
-        }
+          Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+          Accept: "application/vnd.github.v3+json",
+          "User-Agent": "github-mcp-server",
+        },
       }
     );
 
     if (!masterResponse.ok) {
-      throw new Error("Could not find default branch (tried 'main' and 'master')");
+      throw new Error(
+        "Could not find default branch (tried 'main' and 'master')"
+      );
     }
 
     const data = GitHubReferenceSchema.parse(await masterResponse.json());
@@ -170,10 +185,10 @@ async function getFileContents(
 
   const response = await fetch(url, {
     headers: {
-      "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-      "Accept": "application/vnd.github.v3+json",
-      "User-Agent": "github-mcp-server"
-    }
+      Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+      Accept: "application/vnd.github.v3+json",
+      "User-Agent": "github-mcp-server",
+    },
   });
 
   if (!response.ok) {
@@ -184,7 +199,7 @@ async function getFileContents(
 
   // If it's a file, decode the content
   if (!Array.isArray(data) && data.content) {
-    data.content = Buffer.from(data.content, 'base64').toString('utf8');
+    data.content = Buffer.from(data.content, "base64").toString("utf8");
   }
 
   return data;
@@ -200,12 +215,12 @@ async function createIssue(
     {
       method: "POST",
       headers: {
-        "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-        "Accept": "application/vnd.github.v3+json",
+        Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+        Accept: "application/vnd.github.v3+json",
         "User-Agent": "github-mcp-server",
-        "Content-Type": "application/json"
+        "Content-Type": "application/json",
       },
-      body: JSON.stringify(options)
+      body: JSON.stringify(options),
     }
   );
 
@@ -226,12 +241,12 @@ async function createPullRequest(
     {
       method: "POST",
       headers: {
-        "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-        "Accept": "application/vnd.github.v3+json",
+        Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+        Accept: "application/vnd.github.v3+json",
         "User-Agent": "github-mcp-server",
-        "Content-Type": "application/json"
+        "Content-Type": "application/json",
       },
-      body: JSON.stringify(options)
+      body: JSON.stringify(options),
     }
   );
 
@@ -251,7 +266,7 @@ async function createOrUpdateFile(
   branch: string,
   sha?: string
 ): Promise<GitHubCreateUpdateFileResponse> {
-  const encodedContent = Buffer.from(content).toString('base64');
+  const encodedContent = Buffer.from(content).toString("base64");
 
   let currentSha = sha;
   if (!currentSha) {
@@ -261,28 +276,30 @@ async function createOrUpdateFile(
         currentSha = existingFile.sha;
       }
     } catch (error) {
-      console.error('Note: File does not exist in branch, will create new file');
+      console.error(
+        "Note: File does not exist in branch, will create new file"
+      );
     }
   }
 
   const url = `https://api.github.com/repos/${owner}/${repo}/contents/${path}`;
-  
+
   const body = {
     message,
     content: encodedContent,
     branch,
-    ...(currentSha ? { sha: currentSha } : {})
+    ...(currentSha ? { sha: currentSha } : {}),
   };
 
   const response = await fetch(url, {
     method: "PUT",
     headers: {
-      "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-      "Accept": "application/vnd.github.v3+json",
+      Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+      Accept: "application/vnd.github.v3+json",
       "User-Agent": "github-mcp-server",
-      "Content-Type": "application/json"
+      "Content-Type": "application/json",
     },
-    body: JSON.stringify(body)
+    body: JSON.stringify(body),
   });
 
   if (!response.ok) {
@@ -298,11 +315,11 @@ async function createTree(
   files: FileOperation[],
   baseTree?: string
 ): Promise<GitHubTree> {
-  const tree = files.map(file => ({
+  const tree = files.map((file) => ({
     path: file.path,
-    mode: '100644' as const,
-    type: 'blob' as const,
-    content: file.content
+    mode: "100644" as const,
+    type: "blob" as const,
+    content: file.content,
   }));
 
   const response = await fetch(
@@ -310,15 +327,15 @@ async function createTree(
     {
       method: "POST",
       headers: {
-        "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-        "Accept": "application/vnd.github.v3+json",
+        Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+        Accept: "application/vnd.github.v3+json",
         "User-Agent": "github-mcp-server",
-        "Content-Type": "application/json"
+        "Content-Type": "application/json",
       },
       body: JSON.stringify({
         tree,
-        base_tree: baseTree
-      })
+        base_tree: baseTree,
+      }),
     }
   );
 
@@ -341,16 +358,16 @@ async function createCommit(
     {
       method: "POST",
       headers: {
-        "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-        "Accept": "application/vnd.github.v3+json",
+        Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+        Accept: "application/vnd.github.v3+json",
         "User-Agent": "github-mcp-server",
-        "Content-Type": "application/json"
+        "Content-Type": "application/json",
       },
       body: JSON.stringify({
         message,
         tree,
-        parents
-      })
+        parents,
+      }),
     }
   );
 
@@ -372,15 +389,15 @@ async function updateReference(
     {
       method: "PATCH",
       headers: {
-        "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-        "Accept": "application/vnd.github.v3+json",
+        Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+        Accept: "application/vnd.github.v3+json",
         "User-Agent": "github-mcp-server",
-        "Content-Type": "application/json"
+        "Content-Type": "application/json",
       },
       body: JSON.stringify({
         sha,
-        force: true
-      })
+        force: true,
+      }),
     }
   );
 
@@ -402,10 +419,10 @@ async function pushFiles(
     `https://api.github.com/repos/${owner}/${repo}/git/refs/heads/${branch}`,
     {
       headers: {
-        "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-        "Accept": "application/vnd.github.v3+json",
-        "User-Agent": "github-mcp-server"
-      }
+        Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+        Accept: "application/vnd.github.v3+json",
+        "User-Agent": "github-mcp-server",
+      },
     }
   );
 
@@ -417,7 +434,9 @@ async function pushFiles(
   const commitSha = ref.object.sha;
 
   const tree = await createTree(owner, repo, files, commitSha);
-  const commit = await createCommit(owner, repo, message, tree.sha, [commitSha]);
+  const commit = await createCommit(owner, repo, message, tree.sha, [
+    commitSha,
+  ]);
   return await updateReference(owner, repo, `heads/${branch}`, commit.sha);
 }
 
@@ -433,10 +452,10 @@ async function searchRepositories(
 
   const response = await fetch(url.toString(), {
     headers: {
-      "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-      "Accept": "application/vnd.github.v3+json",
-      "User-Agent": "github-mcp-server"
-    }
+      Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+      Accept: "application/vnd.github.v3+json",
+      "User-Agent": "github-mcp-server",
+    },
   });
 
   if (!response.ok) {
@@ -452,12 +471,12 @@ async function createRepository(
   const response = await fetch("https://api.github.com/user/repos", {
     method: "POST",
     headers: {
-      "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-      "Accept": "application/vnd.github.v3+json",
+      Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+      Accept: "application/vnd.github.v3+json",
       "User-Agent": "github-mcp-server",
-      "Content-Type": "application/json"
+      "Content-Type": "application/json",
     },
-    body: JSON.stringify(options)
+    body: JSON.stringify(options),
   });
 
   if (!response.ok) {
@@ -467,172 +486,307 @@ async function createRepository(
   return GitHubRepositorySchema.parse(await response.json());
 }
 
+async function searchCode(
+  params: z.infer<typeof SearchCodeSchema>
+): Promise<SearchCodeResponse> {
+  const url = new URL("https://api.github.com/search/code");
+  Object.entries(params).forEach(([key, value]) => {
+    if (value !== undefined && value !== null) {
+      url.searchParams.append(key, value.toString());
+    }
+  });
+
+  const response = await fetch(url.toString(), {
+    headers: {
+      Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+      Accept: "application/vnd.github.v3+json",
+      "User-Agent": "github-mcp-server",
+    },
+  });
+
+  if (!response.ok) {
+    throw new Error(`GitHub API error: ${response.statusText}`);
+  }
+
+  return SearchCodeResponseSchema.parse(await response.json());
+}
+
+async function searchIssues(
+  params: z.infer<typeof SearchIssuesSchema>
+): Promise<SearchIssuesResponse> {
+  const url = new URL("https://api.github.com/search/issues");
+  Object.entries(params).forEach(([key, value]) => {
+    if (value !== undefined && value !== null) {
+      url.searchParams.append(key, value.toString());
+    }
+  });
+
+  const response = await fetch(url.toString(), {
+    headers: {
+      Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+      Accept: "application/vnd.github.v3+json",
+      "User-Agent": "github-mcp-server",
+    },
+  });
+
+  if (!response.ok) {
+    throw new Error(`GitHub API error: ${response.statusText}`);
+  }
+
+  return SearchIssuesResponseSchema.parse(await response.json());
+}
+
+async function searchUsers(
+  params: z.infer<typeof SearchUsersSchema>
+): Promise<SearchUsersResponse> {
+  const url = new URL("https://api.github.com/search/users");
+  Object.entries(params).forEach(([key, value]) => {
+    if (value !== undefined && value !== null) {
+      url.searchParams.append(key, value.toString());
+    }
+  });
+
+  const response = await fetch(url.toString(), {
+    headers: {
+      Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+      Accept: "application/vnd.github.v3+json",
+      "User-Agent": "github-mcp-server",
+    },
+  });
+
+  if (!response.ok) {
+    throw new Error(`GitHub API error: ${response.statusText}`);
+  }
+
+  return SearchUsersResponseSchema.parse(await response.json());
+}
+
 server.setRequestHandler(ListToolsRequestSchema, async () => {
   return {
     tools: [
       {
         name: "create_or_update_file",
         description: "Create or update a single file in a GitHub repository",
-        inputSchema: zodToJsonSchema(CreateOrUpdateFileSchema)
+        inputSchema: zodToJsonSchema(CreateOrUpdateFileSchema),
       },
       {
         name: "search_repositories",
         description: "Search for GitHub repositories",
-        inputSchema: zodToJsonSchema(SearchRepositoriesSchema)
+        inputSchema: zodToJsonSchema(SearchRepositoriesSchema),
       },
       {
         name: "create_repository",
         description: "Create a new GitHub repository in your account",
-        inputSchema: zodToJsonSchema(CreateRepositorySchema)
+        inputSchema: zodToJsonSchema(CreateRepositorySchema),
       },
       {
         name: "get_file_contents",
-        description: "Get the contents of a file or directory from a GitHub repository",
-        inputSchema: zodToJsonSchema(GetFileContentsSchema)
+        description:
+          "Get the contents of a file or directory from a GitHub repository",
+        inputSchema: zodToJsonSchema(GetFileContentsSchema),
       },
       {
         name: "push_files",
-        description: "Push multiple files to a GitHub repository in a single commit",
-        inputSchema: zodToJsonSchema(PushFilesSchema)
+        description:
+          "Push multiple files to a GitHub repository in a single commit",
+        inputSchema: zodToJsonSchema(PushFilesSchema),
       },
       {
         name: "create_issue",
         description: "Create a new issue in a GitHub repository",
-        inputSchema: zodToJsonSchema(CreateIssueSchema)
+        inputSchema: zodToJsonSchema(CreateIssueSchema),
       },
       {
         name: "create_pull_request",
         description: "Create a new pull request in a GitHub repository",
-        inputSchema: zodToJsonSchema(CreatePullRequestSchema)
+        inputSchema: zodToJsonSchema(CreatePullRequestSchema),
       },
       {
         name: "fork_repository",
-        description: "Fork a GitHub repository to your account or specified organization",
-        inputSchema: zodToJsonSchema(ForkRepositorySchema)
+        description:
+          "Fork a GitHub repository to your account or specified organization",
+        inputSchema: zodToJsonSchema(ForkRepositorySchema),
       },
       {
         name: "create_branch",
         description: "Create a new branch in a GitHub repository",
-        inputSchema: zodToJsonSchema(CreateBranchSchema)
-      }
-    ]
+        inputSchema: zodToJsonSchema(CreateBranchSchema),
+      },
+      {
+        name: "search_code",
+        description: "Search for code across GitHub repositories",
+        inputSchema: zodToJsonSchema(SearchCodeSchema),
+      },
+      {
+        name: "search_issues",
+        description:
+          "Search for issues and pull requests across GitHub repositories",
+        inputSchema: zodToJsonSchema(SearchIssuesSchema),
+      },
+      {
+        name: "search_users",
+        description: "Search for users on GitHub",
+        inputSchema: zodToJsonSchema(SearchUsersSchema),
+      },
+    ],
   };
 });
 
-server.setRequestHandler(CallToolRequestSchema, async (request) => {
-  try {
-    if (!request.params.arguments) {
-      throw new Error("Arguments are required");
-    }
-
-    switch (request.params.name) {
-      case "fork_repository": {
-        const args = ForkRepositorySchema.parse(request.params.arguments);
-        const fork = await forkRepository(args.owner, args.repo, args.organization);
-        return { toolResult: fork };
+server.setRequestHandler(
+  CallToolRequestSchema,
+  async (request: CallToolRequest) => {
+    try {
+      if (!request.params.arguments) {
+        throw new Error("Arguments are required");
       }
 
-      case "create_branch": {
-        const args = CreateBranchSchema.parse(request.params.arguments);
-        let sha: string;
-        if (args.from_branch) {
-          const response = await fetch(
-            `https://api.github.com/repos/${args.owner}/${args.repo}/git/refs/heads/${args.from_branch}`,
-            {
-              headers: {
-                "Authorization": `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
-                "Accept": "application/vnd.github.v3+json",
-                "User-Agent": "github-mcp-server"
-              }
-            }
+      switch (request.params.name) {
+        case "fork_repository": {
+          const args = ForkRepositorySchema.parse(request.params.arguments);
+          const fork = await forkRepository(
+            args.owner,
+            args.repo,
+            args.organization
           );
-
-          if (!response.ok) {
-            throw new Error(`Source branch '${args.from_branch}' not found`);
-          }
-
-          const data = GitHubReferenceSchema.parse(await response.json());
-          sha = data.object.sha;
-        } else {
-          sha = await getDefaultBranchSHA(args.owner, args.repo);
+          return { toolResult: fork };
         }
 
-        const branch = await createBranch(args.owner, args.repo, {
-          ref: args.branch,
-          sha
-        });
+        case "create_branch": {
+          const args = CreateBranchSchema.parse(request.params.arguments);
+          let sha: string;
+          if (args.from_branch) {
+            const response = await fetch(
+              `https://api.github.com/repos/${args.owner}/${args.repo}/git/refs/heads/${args.from_branch}`,
+              {
+                headers: {
+                  Authorization: `token ${GITHUB_PERSONAL_ACCESS_TOKEN}`,
+                  Accept: "application/vnd.github.v3+json",
+                  "User-Agent": "github-mcp-server",
+                },
+              }
+            );
 
-        return { toolResult: branch };
+            if (!response.ok) {
+              throw new Error(`Source branch '${args.from_branch}' not found`);
+            }
+
+            const data = GitHubReferenceSchema.parse(await response.json());
+            sha = data.object.sha;
+          } else {
+            sha = await getDefaultBranchSHA(args.owner, args.repo);
+          }
+
+          const branch = await createBranch(args.owner, args.repo, {
+            ref: args.branch,
+            sha,
+          });
+
+          return { toolResult: branch };
+        }
+
+        case "search_repositories": {
+          const args = SearchRepositoriesSchema.parse(request.params.arguments);
+          const results = await searchRepositories(
+            args.query,
+            args.page,
+            args.perPage
+          );
+          return { toolResult: results };
+        }
+
+        case "create_repository": {
+          const args = CreateRepositorySchema.parse(request.params.arguments);
+          const repository = await createRepository(args);
+          return { toolResult: repository };
+        }
+
+        case "get_file_contents": {
+          const args = GetFileContentsSchema.parse(request.params.arguments);
+          const contents = await getFileContents(
+            args.owner,
+            args.repo,
+            args.path,
+            args.branch
+          );
+          return { toolResult: contents };
+        }
+
+        case "create_or_update_file": {
+          const args = CreateOrUpdateFileSchema.parse(request.params.arguments);
+          const result = await createOrUpdateFile(
+            args.owner,
+            args.repo,
+            args.path,
+            args.content,
+            args.message,
+            args.branch,
+            args.sha
+          );
+          return { toolResult: result };
+        }
+
+        case "push_files": {
+          const args = PushFilesSchema.parse(request.params.arguments);
+          const result = await pushFiles(
+            args.owner,
+            args.repo,
+            args.branch,
+            args.files,
+            args.message
+          );
+          return { toolResult: result };
+        }
+
+        case "create_issue": {
+          const args = CreateIssueSchema.parse(request.params.arguments);
+          const { owner, repo, ...options } = args;
+          const issue = await createIssue(owner, repo, options);
+          return { toolResult: issue };
+        }
+
+        case "create_pull_request": {
+          const args = CreatePullRequestSchema.parse(request.params.arguments);
+          const { owner, repo, ...options } = args;
+          const pullRequest = await createPullRequest(owner, repo, options);
+          return { toolResult: pullRequest };
+        }
+
+        case "search_code": {
+          const args = SearchCodeSchema.parse(request.params.arguments);
+          const results = await searchCode(args);
+          return { toolResult: results };
+        }
+
+        case "search_issues": {
+          const args = SearchIssuesSchema.parse(request.params.arguments);
+          const results = await searchIssues(args);
+          return { toolResult: results };
+        }
+
+        case "search_users": {
+          const args = SearchUsersSchema.parse(request.params.arguments);
+          const results = await searchUsers(args);
+          return { toolResult: results };
+        }
+
+        default:
+          throw new Error(`Unknown tool: ${request.params.name}`);
       }
-
-      case "search_repositories": {
-        const args = SearchRepositoriesSchema.parse(request.params.arguments);
-        const results = await searchRepositories(args.query, args.page, args.perPage);
-        return { toolResult: results };
-      }
-
-      case "create_repository": {
-        const args = CreateRepositorySchema.parse(request.params.arguments);
-        const repository = await createRepository(args);
-        return { toolResult: repository };
-      }
-
-      case "get_file_contents": {
-        const args = GetFileContentsSchema.parse(request.params.arguments);
-        const contents = await getFileContents(args.owner, args.repo, args.path, args.branch);
-        return { toolResult: contents };
-      }
-
-      case "create_or_update_file": {
-        const args = CreateOrUpdateFileSchema.parse(request.params.arguments);
-        const result = await createOrUpdateFile(
-          args.owner,
-          args.repo,
-          args.path,
-          args.content,
-          args.message,
-          args.branch,
-          args.sha
+    } catch (error) {
+      if (error instanceof z.ZodError) {
+        throw new Error(
+          `Invalid arguments: ${error.errors
+            .map(
+              (e: z.ZodError["errors"][number]) =>
+                `${e.path.join(".")}: ${e.message}`
+            )
+            .join(", ")}`
         );
-        return { toolResult: result };
       }
-
-      case "push_files": {
-        const args = PushFilesSchema.parse(request.params.arguments);
-        const result = await pushFiles(
-          args.owner,
-          args.repo,
-          args.branch,
-          args.files,
-          args.message
-        );
-        return { toolResult: result };
-      }
-
-      case "create_issue": {
-        const args = CreateIssueSchema.parse(request.params.arguments);
-        const { owner, repo, ...options } = args;
-        const issue = await createIssue(owner, repo, options);
-        return { toolResult: issue };
-      }
-
-      case "create_pull_request": {
-        const args = CreatePullRequestSchema.parse(request.params.arguments);
-        const { owner, repo, ...options } = args;
-        const pullRequest = await createPullRequest(owner, repo, options);
-        return { toolResult: pullRequest };
-      }
-
-      default:
-        throw new Error(`Unknown tool: ${request.params.name}`);
+      throw error;
     }
-  } catch (error) {
-    if (error instanceof z.ZodError) {
-      throw new Error(`Invalid arguments: ${error.errors.map(e => `${e.path.join('.')}: ${e.message}`).join(', ')}`);
-    }
-    throw error;
   }
-});
+);
 
 async function runServer() {
   const transport = new StdioServerTransport();
@@ -643,4 +797,4 @@ async function runServer() {
 runServer().catch((error) => {
   console.error("Fatal error in main():", error);
   process.exit(1);
-});
\ No newline at end of file
+});
diff --git a/src/github/package.json b/src/github/package.json
index bc7710e4..25c52b72 100644
--- a/src/github/package.json
+++ b/src/github/package.json
@@ -20,8 +20,10 @@
   },
   "dependencies": {
     "@modelcontextprotocol/sdk": "0.6.0",
+    "@types/node": "^20.11.0",
     "@types/node-fetch": "^2.6.12",
     "node-fetch": "^3.3.2",
+    "zod": "^3.22.4",
     "zod-to-json-schema": "^3.23.5"
   },
   "devDependencies": {
diff --git a/src/github/schemas.ts b/src/github/schemas.ts
index 213458eb..7acb0ab4 100644
--- a/src/github/schemas.ts
+++ b/src/github/schemas.ts
@@ -1,10 +1,10 @@
-import { z } from 'zod';
+import { z } from "zod";
 
 // Base schemas for common types
 export const GitHubAuthorSchema = z.object({
   name: z.string(),
   email: z.string(),
-  date: z.string()
+  date: z.string(),
 });
 
 // Repository related schemas
@@ -15,7 +15,7 @@ export const GitHubOwnerSchema = z.object({
   avatar_url: z.string(),
   url: z.string(),
   html_url: z.string(),
-  type: z.string()
+  type: z.string(),
 });
 
 export const GitHubRepositorySchema = z.object({
@@ -35,7 +35,7 @@ export const GitHubRepositorySchema = z.object({
   git_url: z.string(),
   ssh_url: z.string(),
   clone_url: z.string(),
-  default_branch: z.string()
+  default_branch: z.string(),
 });
 
 // File content schemas
@@ -50,7 +50,7 @@ export const GitHubFileContentSchema = z.object({
   url: z.string(),
   git_url: z.string(),
   html_url: z.string(),
-  download_url: z.string()
+  download_url: z.string(),
 });
 
 export const GitHubDirectoryContentSchema = z.object({
@@ -62,35 +62,35 @@ export const GitHubDirectoryContentSchema = z.object({
   url: z.string(),
   git_url: z.string(),
   html_url: z.string(),
-  download_url: z.string().nullable()
+  download_url: z.string().nullable(),
 });
 
 export const GitHubContentSchema = z.union([
   GitHubFileContentSchema,
-  z.array(GitHubDirectoryContentSchema)
+  z.array(GitHubDirectoryContentSchema),
 ]);
 
 // Operation schemas
 export const FileOperationSchema = z.object({
   path: z.string(),
-  content: z.string()
+  content: z.string(),
 });
 
 // Tree and commit schemas
 export const GitHubTreeEntrySchema = z.object({
   path: z.string(),
-  mode: z.enum(['100644', '100755', '040000', '160000', '120000']),
-  type: z.enum(['blob', 'tree', 'commit']),
+  mode: z.enum(["100644", "100755", "040000", "160000", "120000"]),
+  type: z.enum(["blob", "tree", "commit"]),
   size: z.number().optional(),
   sha: z.string(),
-  url: z.string()
+  url: z.string(),
 });
 
 export const GitHubTreeSchema = z.object({
   sha: z.string(),
   url: z.string(),
   tree: z.array(GitHubTreeEntrySchema),
-  truncated: z.boolean()
+  truncated: z.boolean(),
 });
 
 export const GitHubCommitSchema = z.object({
@@ -102,12 +102,14 @@ export const GitHubCommitSchema = z.object({
   message: z.string(),
   tree: z.object({
     sha: z.string(),
-    url: z.string()
+    url: z.string(),
   }),
-  parents: z.array(z.object({
-    sha: z.string(),
-    url: z.string()
-  }))
+  parents: z.array(
+    z.object({
+      sha: z.string(),
+      url: z.string(),
+    })
+  ),
 });
 
 // Reference schema
@@ -118,8 +120,8 @@ export const GitHubReferenceSchema = z.object({
   object: z.object({
     sha: z.string(),
     type: z.string(),
-    url: z.string()
-  })
+    url: z.string(),
+  }),
 });
 
 // Input schemas for operations
@@ -127,7 +129,7 @@ export const CreateRepositoryOptionsSchema = z.object({
   name: z.string(),
   description: z.string().optional(),
   private: z.boolean().optional(),
-  auto_init: z.boolean().optional()
+  auto_init: z.boolean().optional(),
 });
 
 export const CreateIssueOptionsSchema = z.object({
@@ -135,7 +137,7 @@ export const CreateIssueOptionsSchema = z.object({
   body: z.string().optional(),
   assignees: z.array(z.string()).optional(),
   milestone: z.number().optional(),
-  labels: z.array(z.string()).optional()
+  labels: z.array(z.string()).optional(),
 });
 
 export const CreatePullRequestOptionsSchema = z.object({
@@ -144,12 +146,12 @@ export const CreatePullRequestOptionsSchema = z.object({
   head: z.string(),
   base: z.string(),
   maintainer_can_modify: z.boolean().optional(),
-  draft: z.boolean().optional()
+  draft: z.boolean().optional(),
 });
 
 export const CreateBranchOptionsSchema = z.object({
   ref: z.string(),
-  sha: z.string()
+  sha: z.string(),
 });
 
 // Response schemas for operations
@@ -164,21 +166,23 @@ export const GitHubCreateUpdateFileResponseSchema = z.object({
     committer: GitHubAuthorSchema,
     message: z.string(),
     tree: z.object({
-      sha: z.string(),
-      url: z.string()
-    }),
-    parents: z.array(z.object({
       sha: z.string(),
       url: z.string(),
-      html_url: z.string()
-    }))
-  })
+    }),
+    parents: z.array(
+      z.object({
+        sha: z.string(),
+        url: z.string(),
+        html_url: z.string(),
+      })
+    ),
+  }),
 });
 
 export const GitHubSearchResponseSchema = z.object({
   total_count: z.number(),
   incomplete_results: z.boolean(),
-  items: z.array(GitHubRepositorySchema)
+  items: z.array(GitHubRepositorySchema),
 });
 
 // Fork related schemas
@@ -188,14 +192,14 @@ export const GitHubForkParentSchema = z.object({
   owner: z.object({
     login: z.string(),
     id: z.number(),
-    avatar_url: z.string()
+    avatar_url: z.string(),
   }),
-  html_url: z.string()
+  html_url: z.string(),
 });
 
 export const GitHubForkSchema = GitHubRepositorySchema.extend({
   parent: GitHubForkParentSchema,
-  source: GitHubForkParentSchema
+  source: GitHubForkParentSchema,
 });
 
 // Issue related schemas
@@ -206,7 +210,7 @@ export const GitHubLabelSchema = z.object({
   name: z.string(),
   color: z.string(),
   default: z.boolean(),
-  description: z.string().optional()
+  description: z.string().optional(),
 });
 
 export const GitHubIssueAssigneeSchema = z.object({
@@ -214,7 +218,7 @@ export const GitHubIssueAssigneeSchema = z.object({
   id: z.number(),
   avatar_url: z.string(),
   url: z.string(),
-  html_url: z.string()
+  html_url: z.string(),
 });
 
 export const GitHubMilestoneSchema = z.object({
@@ -226,7 +230,7 @@ export const GitHubMilestoneSchema = z.object({
   number: z.number(),
   title: z.string(),
   description: z.string(),
-  state: z.string()
+  state: z.string(),
 });
 
 export const GitHubIssueSchema = z.object({
@@ -251,7 +255,7 @@ export const GitHubIssueSchema = z.object({
   created_at: z.string(),
   updated_at: z.string(),
   closed_at: z.string().nullable(),
-  body: z.string()
+  body: z.string(),
 });
 
 // Pull Request related schemas
@@ -260,7 +264,7 @@ export const GitHubPullRequestHeadSchema = z.object({
   ref: z.string(),
   sha: z.string(),
   user: GitHubIssueAssigneeSchema,
-  repo: GitHubRepositorySchema
+  repo: GitHubRepositorySchema,
 });
 
 export const GitHubPullRequestSchema = z.object({
@@ -285,12 +289,12 @@ export const GitHubPullRequestSchema = z.object({
   assignee: GitHubIssueAssigneeSchema.nullable(),
   assignees: z.array(GitHubIssueAssigneeSchema),
   head: GitHubPullRequestHeadSchema,
-  base: GitHubPullRequestHeadSchema
+  base: GitHubPullRequestHeadSchema,
 });
 
 const RepoParamsSchema = z.object({
   owner: z.string().describe("Repository owner (username or organization)"),
-  repo: z.string().describe("Repository name")
+  repo: z.string().describe("Repository name"),
 });
 
 export const CreateOrUpdateFileSchema = RepoParamsSchema.extend({
@@ -298,81 +302,288 @@ export const CreateOrUpdateFileSchema = RepoParamsSchema.extend({
   content: z.string().describe("Content of the file"),
   message: z.string().describe("Commit message"),
   branch: z.string().describe("Branch to create/update the file in"),
-  sha: z.string().optional()
-    .describe("SHA of the file being replaced (required when updating existing files)")
+  sha: z
+    .string()
+    .optional()
+    .describe(
+      "SHA of the file being replaced (required when updating existing files)"
+    ),
 });
 
 export const SearchRepositoriesSchema = z.object({
   query: z.string().describe("Search query (see GitHub search syntax)"),
-  page: z.number().optional().describe("Page number for pagination (default: 1)"),
-  perPage: z.number().optional().describe("Number of results per page (default: 30, max: 100)")
+  page: z
+    .number()
+    .optional()
+    .describe("Page number for pagination (default: 1)"),
+  perPage: z
+    .number()
+    .optional()
+    .describe("Number of results per page (default: 30, max: 100)"),
 });
 
 export const CreateRepositorySchema = z.object({
   name: z.string().describe("Repository name"),
   description: z.string().optional().describe("Repository description"),
-  private: z.boolean().optional().describe("Whether the repository should be private"),
-  autoInit: z.boolean().optional().describe("Initialize with README.md")
+  private: z
+    .boolean()
+    .optional()
+    .describe("Whether the repository should be private"),
+  autoInit: z.boolean().optional().describe("Initialize with README.md"),
 });
 
 export const GetFileContentsSchema = RepoParamsSchema.extend({
   path: z.string().describe("Path to the file or directory"),
-  branch: z.string().optional().describe("Branch to get contents from")
+  branch: z.string().optional().describe("Branch to get contents from"),
 });
 
 export const PushFilesSchema = RepoParamsSchema.extend({
   branch: z.string().describe("Branch to push to (e.g., 'main' or 'master')"),
-  files: z.array(z.object({
-    path: z.string().describe("Path where to create the file"),
-    content: z.string().describe("Content of the file")
-  })).describe("Array of files to push"),
-  message: z.string().describe("Commit message")
+  files: z
+    .array(
+      z.object({
+        path: z.string().describe("Path where to create the file"),
+        content: z.string().describe("Content of the file"),
+      })
+    )
+    .describe("Array of files to push"),
+  message: z.string().describe("Commit message"),
 });
 
 export const CreateIssueSchema = RepoParamsSchema.extend({
   title: z.string().describe("Issue title"),
   body: z.string().optional().describe("Issue body/description"),
-  assignees: z.array(z.string()).optional().describe("Array of usernames to assign"),
+  assignees: z
+    .array(z.string())
+    .optional()
+    .describe("Array of usernames to assign"),
   labels: z.array(z.string()).optional().describe("Array of label names"),
-  milestone: z.number().optional().describe("Milestone number to assign")
+  milestone: z.number().optional().describe("Milestone number to assign"),
 });
 
 export const CreatePullRequestSchema = RepoParamsSchema.extend({
   title: z.string().describe("Pull request title"),
   body: z.string().optional().describe("Pull request body/description"),
-  head: z.string().describe("The name of the branch where your changes are implemented"),
-  base: z.string().describe("The name of the branch you want the changes pulled into"),
-  draft: z.boolean().optional().describe("Whether to create the pull request as a draft"),
-  maintainer_can_modify: z.boolean().optional()
-    .describe("Whether maintainers can modify the pull request")
+  head: z
+    .string()
+    .describe("The name of the branch where your changes are implemented"),
+  base: z
+    .string()
+    .describe("The name of the branch you want the changes pulled into"),
+  draft: z
+    .boolean()
+    .optional()
+    .describe("Whether to create the pull request as a draft"),
+  maintainer_can_modify: z
+    .boolean()
+    .optional()
+    .describe("Whether maintainers can modify the pull request"),
 });
 
 export const ForkRepositorySchema = RepoParamsSchema.extend({
-  organization: z.string().optional()
-    .describe("Optional: organization to fork to (defaults to your personal account)")
+  organization: z
+    .string()
+    .optional()
+    .describe(
+      "Optional: organization to fork to (defaults to your personal account)"
+    ),
 });
 
 export const CreateBranchSchema = RepoParamsSchema.extend({
   branch: z.string().describe("Name for the new branch"),
-  from_branch: z.string().optional()
-    .describe("Optional: source branch to create from (defaults to the repository's default branch)")
+  from_branch: z
+    .string()
+    .optional()
+    .describe(
+      "Optional: source branch to create from (defaults to the repository's default branch)"
+    ),
+});
+
+// Search Response Schemas
+export const SearchCodeItemSchema = z.object({
+  name: z.string(),
+  path: z.string(),
+  sha: z.string(),
+  url: z.string(),
+  git_url: z.string(),
+  html_url: z.string(),
+  repository: GitHubRepositorySchema,
+  score: z.number(),
+});
+
+export const SearchCodeResponseSchema = z.object({
+  total_count: z.number(),
+  incomplete_results: z.boolean(),
+  items: z.array(SearchCodeItemSchema),
+});
+
+export const SearchIssueItemSchema = z.object({
+  url: z.string(),
+  repository_url: z.string(),
+  labels_url: z.string(),
+  comments_url: z.string(),
+  events_url: z.string(),
+  html_url: z.string(),
+  id: z.number(),
+  node_id: z.string(),
+  number: z.number(),
+  title: z.string(),
+  user: GitHubIssueAssigneeSchema,
+  labels: z.array(GitHubLabelSchema),
+  state: z.string(),
+  locked: z.boolean(),
+  assignee: GitHubIssueAssigneeSchema.nullable(),
+  assignees: z.array(GitHubIssueAssigneeSchema),
+  comments: z.number(),
+  created_at: z.string(),
+  updated_at: z.string(),
+  closed_at: z.string().nullable(),
+  body: z.string(),
+  score: z.number(),
+  pull_request: z
+    .object({
+      url: z.string(),
+      html_url: z.string(),
+      diff_url: z.string(),
+      patch_url: z.string(),
+    })
+    .optional(),
+});
+
+export const SearchIssuesResponseSchema = z.object({
+  total_count: z.number(),
+  incomplete_results: z.boolean(),
+  items: z.array(SearchIssueItemSchema),
+});
+
+export const SearchUserItemSchema = z.object({
+  login: z.string(),
+  id: z.number(),
+  node_id: z.string(),
+  avatar_url: z.string(),
+  gravatar_id: z.string(),
+  url: z.string(),
+  html_url: z.string(),
+  followers_url: z.string(),
+  following_url: z.string(),
+  gists_url: z.string(),
+  starred_url: z.string(),
+  subscriptions_url: z.string(),
+  organizations_url: z.string(),
+  repos_url: z.string(),
+  events_url: z.string(),
+  received_events_url: z.string(),
+  type: z.string(),
+  site_admin: z.boolean(),
+  score: z.number(),
+});
+
+export const SearchUsersResponseSchema = z.object({
+  total_count: z.number(),
+  incomplete_results: z.boolean(),
+  items: z.array(SearchUserItemSchema),
+});
+
+// Search Input Schemas
+export const SearchCodeSchema = z.object({
+  q: z.string().describe("Search query (see GitHub code search syntax)"),
+  sort: z
+    .enum(["", "indexed"])
+    .optional()
+    .describe("Sort field (only 'indexed' is supported)"),
+  order: z
+    .enum(["asc", "desc"])
+    .optional()
+    .describe("Sort order (asc or desc)"),
+  per_page: z
+    .number()
+    .min(1)
+    .max(100)
+    .optional()
+    .describe("Results per page (max 100)"),
+  page: z.number().min(1).optional().describe("Page number"),
+});
+
+export const SearchIssuesSchema = z.object({
+  q: z.string().describe("Search query (see GitHub issues search syntax)"),
+  sort: z
+    .enum([
+      "comments",
+      "reactions",
+      "reactions-+1",
+      "reactions--1",
+      "reactions-smile",
+      "reactions-thinking_face",
+      "reactions-heart",
+      "reactions-tada",
+      "interactions",
+      "created",
+      "updated",
+    ])
+    .optional()
+    .describe("Sort field"),
+  order: z
+    .enum(["asc", "desc"])
+    .optional()
+    .describe("Sort order (asc or desc)"),
+  per_page: z
+    .number()
+    .min(1)
+    .max(100)
+    .optional()
+    .describe("Results per page (max 100)"),
+  page: z.number().min(1).optional().describe("Page number"),
+});
+
+export const SearchUsersSchema = z.object({
+  q: z.string().describe("Search query (see GitHub users search syntax)"),
+  sort: z
+    .enum(["followers", "repositories", "joined"])
+    .optional()
+    .describe("Sort field"),
+  order: z
+    .enum(["asc", "desc"])
+    .optional()
+    .describe("Sort order (asc or desc)"),
+  per_page: z
+    .number()
+    .min(1)
+    .max(100)
+    .optional()
+    .describe("Results per page (max 100)"),
+  page: z.number().min(1).optional().describe("Page number"),
 });
 
 // Export types
 export type GitHubAuthor = z.infer<typeof GitHubAuthorSchema>;
 export type GitHubFork = z.infer<typeof GitHubForkSchema>;
 export type GitHubIssue = z.infer<typeof GitHubIssueSchema>;
-export type GitHubPullRequest = z.infer<typeof GitHubPullRequestSchema>;export type GitHubRepository = z.infer<typeof GitHubRepositorySchema>;
+export type GitHubPullRequest = z.infer<typeof GitHubPullRequestSchema>;
+export type GitHubRepository = z.infer<typeof GitHubRepositorySchema>;
 export type GitHubFileContent = z.infer<typeof GitHubFileContentSchema>;
-export type GitHubDirectoryContent = z.infer<typeof GitHubDirectoryContentSchema>;
+export type GitHubDirectoryContent = z.infer<
+  typeof GitHubDirectoryContentSchema
+>;
 export type GitHubContent = z.infer<typeof GitHubContentSchema>;
 export type FileOperation = z.infer<typeof FileOperationSchema>;
 export type GitHubTree = z.infer<typeof GitHubTreeSchema>;
 export type GitHubCommit = z.infer<typeof GitHubCommitSchema>;
 export type GitHubReference = z.infer<typeof GitHubReferenceSchema>;
-export type CreateRepositoryOptions = z.infer<typeof CreateRepositoryOptionsSchema>;
+export type CreateRepositoryOptions = z.infer<
+  typeof CreateRepositoryOptionsSchema
+>;
 export type CreateIssueOptions = z.infer<typeof CreateIssueOptionsSchema>;
-export type CreatePullRequestOptions = z.infer<typeof CreatePullRequestOptionsSchema>;
+export type CreatePullRequestOptions = z.infer<
+  typeof CreatePullRequestOptionsSchema
+>;
 export type CreateBranchOptions = z.infer<typeof CreateBranchOptionsSchema>;
-export type GitHubCreateUpdateFileResponse = z.infer<typeof GitHubCreateUpdateFileResponseSchema>;
-export type GitHubSearchResponse = z.infer<typeof GitHubSearchResponseSchema>;
\ No newline at end of file
+export type GitHubCreateUpdateFileResponse = z.infer<
+  typeof GitHubCreateUpdateFileResponseSchema
+>;
+export type GitHubSearchResponse = z.infer<typeof GitHubSearchResponseSchema>;
+export type SearchCodeItem = z.infer<typeof SearchCodeItemSchema>;
+export type SearchCodeResponse = z.infer<typeof SearchCodeResponseSchema>;
+export type SearchIssueItem = z.infer<typeof SearchIssueItemSchema>;
+export type SearchIssuesResponse = z.infer<typeof SearchIssuesResponseSchema>;
+export type SearchUserItem = z.infer<typeof SearchUserItemSchema>;
+export type SearchUsersResponse = z.infer<typeof SearchUsersResponseSchema>;

From c6a2597fcacead84436c6b4f3f266c13c9a5ff0a Mon Sep 17 00:00:00 2001
From: Raduan77 <rfalshedivat@edu.hse.ru>
Date: Thu, 28 Nov 2024 09:54:14 +0100
Subject: [PATCH 02/17] bump docs

---
 src/github/README.md    |  57 ++++++++++-
 src/github/package.json |   2 +-
 src/github/schemas.ts   | 204 ++++++++++++++++++++++++++--------------
 3 files changed, 192 insertions(+), 71 deletions(-)

diff --git a/src/github/README.md b/src/github/README.md
index cfd268a8..b5b0bfa6 100644
--- a/src/github/README.md
+++ b/src/github/README.md
@@ -1,6 +1,6 @@
 # GitHub MCP Server
 
-MCP Server for the GitHub API, enabling file operations, repository management, and more.
+MCP Server for the GitHub API, enabling file operations, repository management, search functionality, and more.
 
 ### Features
 
@@ -8,6 +8,7 @@ MCP Server for the GitHub API, enabling file operations, repository management,
 - **Comprehensive Error Handling**: Clear error messages for common issues
 - **Git History Preservation**: Operations maintain proper Git history without force pushing
 - **Batch Operations**: Support for both single-file and multi-file operations
+- **Advanced Search**: Support for searching code, issues/PRs, and users
 
 
 ## Tools
@@ -102,6 +103,60 @@ MCP Server for the GitHub API, enabling file operations, repository management,
      - `from_branch` (optional string): Source branch (defaults to repo default)
    - Returns: Created branch reference
 
+10. `search_code`
+    - Search for code across GitHub repositories
+    - Inputs:
+      - `q` (string): Search query using GitHub code search syntax
+      - `sort` (optional string): Sort field ('indexed' only)
+      - `order` (optional string): Sort order ('asc' or 'desc')
+      - `per_page` (optional number): Results per page (max 100)
+      - `page` (optional number): Page number
+    - Returns: Code search results with repository context
+
+11. `search_issues`
+    - Search for issues and pull requests
+    - Inputs:
+      - `q` (string): Search query using GitHub issues search syntax
+      - `sort` (optional string): Sort field (comments, reactions, created, etc.)
+      - `order` (optional string): Sort order ('asc' or 'desc')
+      - `per_page` (optional number): Results per page (max 100)
+      - `page` (optional number): Page number
+    - Returns: Issue and pull request search results
+
+12. `search_users`
+    - Search for GitHub users
+    - Inputs:
+      - `q` (string): Search query using GitHub users search syntax
+      - `sort` (optional string): Sort field (followers, repositories, joined)
+      - `order` (optional string): Sort order ('asc' or 'desc')
+      - `per_page` (optional number): Results per page (max 100)
+      - `page` (optional number): Page number
+    - Returns: User search results
+
+## Search Query Syntax
+
+### Code Search
+- `language:javascript`: Search by programming language
+- `repo:owner/name`: Search in specific repository
+- `path:app/src`: Search in specific path
+- `extension:js`: Search by file extension
+- Example: `q: "import express" language:typescript path:src/`
+
+### Issues Search
+- `is:issue` or `is:pr`: Filter by type
+- `is:open` or `is:closed`: Filter by state
+- `label:bug`: Search by label
+- `author:username`: Search by author
+- Example: `q: "memory leak" is:issue is:open label:bug`
+
+### Users Search
+- `type:user` or `type:org`: Filter by account type
+- `followers:>1000`: Filter by followers
+- `location:London`: Search by location
+- Example: `q: "fullstack developer" location:London followers:>100`
+
+For detailed search syntax, see [GitHub's searching documentation](https://docs.github.com/en/search-github/searching-on-github).
+
 ## Setup
 
 ### Personal Access Token
diff --git a/src/github/package.json b/src/github/package.json
index 25c52b72..e15e486d 100644
--- a/src/github/package.json
+++ b/src/github/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@modelcontextprotocol/server-github",
-  "version": "0.5.1",
+  "version": "0.6.0",
   "description": "MCP server for using the GitHub API",
   "license": "MIT",
   "author": "Anthropic, PBC (https://anthropic.com)",
diff --git a/src/github/schemas.ts b/src/github/schemas.ts
index 7acb0ab4..f6b98727 100644
--- a/src/github/schemas.ts
+++ b/src/github/schemas.ts
@@ -399,98 +399,148 @@ export const CreateBranchSchema = RepoParamsSchema.extend({
     ),
 });
 
-// Search Response Schemas
+/**
+ * Response schema for a code search result item
+ * @see https://docs.github.com/en/rest/search/search?apiVersion=2022-11-28#search-code
+ */
 export const SearchCodeItemSchema = z.object({
-  name: z.string(),
-  path: z.string(),
-  sha: z.string(),
-  url: z.string(),
-  git_url: z.string(),
-  html_url: z.string(),
-  repository: GitHubRepositorySchema,
-  score: z.number(),
+  name: z.string().describe("The name of the file"),
+  path: z.string().describe("The path to the file in the repository"),
+  sha: z.string().describe("The SHA hash of the file"),
+  url: z.string().describe("The API URL for this file"),
+  git_url: z.string().describe("The Git URL for this file"),
+  html_url: z.string().describe("The HTML URL to view this file on GitHub"),
+  repository: GitHubRepositorySchema.describe(
+    "The repository where this file was found"
+  ),
+  score: z.number().describe("The search result score"),
 });
 
+/**
+ * Response schema for code search results
+ */
 export const SearchCodeResponseSchema = z.object({
-  total_count: z.number(),
-  incomplete_results: z.boolean(),
-  items: z.array(SearchCodeItemSchema),
+  total_count: z.number().describe("Total number of matching results"),
+  incomplete_results: z
+    .boolean()
+    .describe("Whether the results are incomplete"),
+  items: z.array(SearchCodeItemSchema).describe("The search results"),
 });
 
+/**
+ * Response schema for an issue search result item
+ * @see https://docs.github.com/en/rest/search/search?apiVersion=2022-11-28#search-issues-and-pull-requests
+ */
 export const SearchIssueItemSchema = z.object({
-  url: z.string(),
-  repository_url: z.string(),
-  labels_url: z.string(),
-  comments_url: z.string(),
-  events_url: z.string(),
-  html_url: z.string(),
-  id: z.number(),
-  node_id: z.string(),
-  number: z.number(),
-  title: z.string(),
-  user: GitHubIssueAssigneeSchema,
-  labels: z.array(GitHubLabelSchema),
-  state: z.string(),
-  locked: z.boolean(),
-  assignee: GitHubIssueAssigneeSchema.nullable(),
-  assignees: z.array(GitHubIssueAssigneeSchema),
-  comments: z.number(),
-  created_at: z.string(),
-  updated_at: z.string(),
-  closed_at: z.string().nullable(),
-  body: z.string(),
-  score: z.number(),
+  url: z.string().describe("The API URL for this issue"),
+  repository_url: z
+    .string()
+    .describe("The API URL for the repository where this issue was found"),
+  labels_url: z.string().describe("The API URL for the labels of this issue"),
+  comments_url: z.string().describe("The API URL for comments of this issue"),
+  events_url: z.string().describe("The API URL for events of this issue"),
+  html_url: z.string().describe("The HTML URL to view this issue on GitHub"),
+  id: z.number().describe("The ID of this issue"),
+  node_id: z.string().describe("The Node ID of this issue"),
+  number: z.number().describe("The number of this issue"),
+  title: z.string().describe("The title of this issue"),
+  user: GitHubIssueAssigneeSchema.describe("The user who created this issue"),
+  labels: z.array(GitHubLabelSchema).describe("The labels of this issue"),
+  state: z.string().describe("The state of this issue"),
+  locked: z.boolean().describe("Whether this issue is locked"),
+  assignee: GitHubIssueAssigneeSchema.nullable().describe(
+    "The assignee of this issue"
+  ),
+  assignees: z
+    .array(GitHubIssueAssigneeSchema)
+    .describe("The assignees of this issue"),
+  comments: z.number().describe("The number of comments on this issue"),
+  created_at: z.string().describe("The creation time of this issue"),
+  updated_at: z.string().describe("The last update time of this issue"),
+  closed_at: z.string().nullable().describe("The closure time of this issue"),
+  body: z.string().describe("The body of this issue"),
+  score: z.number().describe("The search result score"),
   pull_request: z
     .object({
-      url: z.string(),
-      html_url: z.string(),
-      diff_url: z.string(),
-      patch_url: z.string(),
+      url: z.string().describe("The API URL for this pull request"),
+      html_url: z.string().describe("The HTML URL to view this pull request"),
+      diff_url: z.string().describe("The URL to view the diff"),
+      patch_url: z.string().describe("The URL to view the patch"),
     })
-    .optional(),
+    .optional()
+    .describe("Pull request details if this is a PR"),
 });
 
+/**
+ * Response schema for issue search results
+ */
 export const SearchIssuesResponseSchema = z.object({
-  total_count: z.number(),
-  incomplete_results: z.boolean(),
-  items: z.array(SearchIssueItemSchema),
+  total_count: z.number().describe("Total number of matching results"),
+  incomplete_results: z
+    .boolean()
+    .describe("Whether the results are incomplete"),
+  items: z.array(SearchIssueItemSchema).describe("The search results"),
 });
 
+/**
+ * Response schema for a user search result item
+ * @see https://docs.github.com/en/rest/search/search?apiVersion=2022-11-28#search-users
+ */
 export const SearchUserItemSchema = z.object({
-  login: z.string(),
-  id: z.number(),
-  node_id: z.string(),
-  avatar_url: z.string(),
-  gravatar_id: z.string(),
-  url: z.string(),
-  html_url: z.string(),
-  followers_url: z.string(),
-  following_url: z.string(),
-  gists_url: z.string(),
-  starred_url: z.string(),
-  subscriptions_url: z.string(),
-  organizations_url: z.string(),
-  repos_url: z.string(),
-  events_url: z.string(),
-  received_events_url: z.string(),
-  type: z.string(),
-  site_admin: z.boolean(),
-  score: z.number(),
+  login: z.string().describe("The username of the user"),
+  id: z.number().describe("The ID of the user"),
+  node_id: z.string().describe("The Node ID of the user"),
+  avatar_url: z.string().describe("The avatar URL of the user"),
+  gravatar_id: z.string().describe("The Gravatar ID of the user"),
+  url: z.string().describe("The API URL for this user"),
+  html_url: z.string().describe("The HTML URL to view this user on GitHub"),
+  followers_url: z.string().describe("The API URL for followers of this user"),
+  following_url: z.string().describe("The API URL for following of this user"),
+  gists_url: z.string().describe("The API URL for gists of this user"),
+  starred_url: z
+    .string()
+    .describe("The API URL for starred repositories of this user"),
+  subscriptions_url: z
+    .string()
+    .describe("The API URL for subscriptions of this user"),
+  organizations_url: z
+    .string()
+    .describe("The API URL for organizations of this user"),
+  repos_url: z.string().describe("The API URL for repositories of this user"),
+  events_url: z.string().describe("The API URL for events of this user"),
+  received_events_url: z
+    .string()
+    .describe("The API URL for received events of this user"),
+  type: z.string().describe("The type of this user"),
+  site_admin: z.boolean().describe("Whether this user is a site administrator"),
+  score: z.number().describe("The search result score"),
 });
 
+/**
+ * Response schema for user search results
+ */
 export const SearchUsersResponseSchema = z.object({
-  total_count: z.number(),
-  incomplete_results: z.boolean(),
-  items: z.array(SearchUserItemSchema),
+  total_count: z.number().describe("Total number of matching results"),
+  incomplete_results: z
+    .boolean()
+    .describe("Whether the results are incomplete"),
+  items: z.array(SearchUserItemSchema).describe("The search results"),
 });
 
-// Search Input Schemas
+/**
+ * Input schema for code search
+ * @see https://docs.github.com/en/rest/search/search?apiVersion=2022-11-28#search-code--parameters
+ */
 export const SearchCodeSchema = z.object({
-  q: z.string().describe("Search query (see GitHub code search syntax)"),
+  q: z
+    .string()
+    .describe(
+      "Search query. See GitHub code search syntax: https://docs.github.com/en/search-github/searching-on-github/searching-code"
+    ),
   sort: z
     .enum(["", "indexed"])
     .optional()
-    .describe("Sort field (only 'indexed' is supported)"),
+    .describe("Sort field. Only 'indexed' is supported"),
   order: z
     .enum(["asc", "desc"])
     .optional()
@@ -504,8 +554,16 @@ export const SearchCodeSchema = z.object({
   page: z.number().min(1).optional().describe("Page number"),
 });
 
+/**
+ * Input schema for issues search
+ * @see https://docs.github.com/en/rest/search/search?apiVersion=2022-11-28#search-issues-and-pull-requests--parameters
+ */
 export const SearchIssuesSchema = z.object({
-  q: z.string().describe("Search query (see GitHub issues search syntax)"),
+  q: z
+    .string()
+    .describe(
+      "Search query. See GitHub issues search syntax: https://docs.github.com/en/search-github/searching-on-github/searching-issues-and-pull-requests"
+    ),
   sort: z
     .enum([
       "comments",
@@ -535,8 +593,16 @@ export const SearchIssuesSchema = z.object({
   page: z.number().min(1).optional().describe("Page number"),
 });
 
+/**
+ * Input schema for users search
+ * @see https://docs.github.com/en/rest/search/search?apiVersion=2022-11-28#search-users--parameters
+ */
 export const SearchUsersSchema = z.object({
-  q: z.string().describe("Search query (see GitHub users search syntax)"),
+  q: z
+    .string()
+    .describe(
+      "Search query. See GitHub users search syntax: https://docs.github.com/en/search-github/searching-on-github/searching-users"
+    ),
   sort: z
     .enum(["followers", "repositories", "joined"])
     .optional()

From e73d831c2563a722d39b8e963d2841e43337c925 Mon Sep 17 00:00:00 2001
From: RamXX <ramxx@ramirosalas.com>
Date: Sun, 1 Dec 2024 10:58:43 -0800
Subject: [PATCH 03/17] Added new community link

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 28604b9a..060b3a8a 100644
--- a/README.md
+++ b/README.md
@@ -25,6 +25,7 @@ Each MCP server is implemented with either the [Typescript MCP SDK](https://gith
 
 - **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
 - **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account
+- **[Tavily search](https://github.com/RamXX/mcp-tavily")** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions
 
 ## 🚀 Getting Started
 

From b34948846924bcf334d586ba595062270f7501b9 Mon Sep 17 00:00:00 2001
From: Skirano <pietroschirano@anthropic.com>
Date: Mon, 2 Dec 2024 15:11:07 -0500
Subject: [PATCH 04/17] added aws kb server

---
 src/aws-kb-retrieval-server/README.md     |  53 +++++++
 src/aws-kb-retrieval-server/index.ts      | 166 ++++++++++++++++++++++
 src/aws-kb-retrieval-server/package.json  |  30 ++++
 src/aws-kb-retrieval-server/tsconfig.json |  17 +++
 4 files changed, 266 insertions(+)
 create mode 100644 src/aws-kb-retrieval-server/README.md
 create mode 100644 src/aws-kb-retrieval-server/index.ts
 create mode 100644 src/aws-kb-retrieval-server/package.json
 create mode 100644 src/aws-kb-retrieval-server/tsconfig.json

diff --git a/src/aws-kb-retrieval-server/README.md b/src/aws-kb-retrieval-server/README.md
new file mode 100644
index 00000000..ac2bdb43
--- /dev/null
+++ b/src/aws-kb-retrieval-server/README.md
@@ -0,0 +1,53 @@
+# AWS Knowledge Base Retrieval MCP Server
+
+An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.
+
+## Features
+
+- **RAG (Retrieval-Augmented Generation)**: Retrieve context from the AWS Knowledge Base based on a query and a Knowledge Base ID.
+- **Supports multiple results retrieval**: Option to retrieve a customizable number of results.
+
+## Tools
+
+- **retrieve_from_aws_kb**
+  - Perform retrieval operations using the AWS Knowledge Base.
+  - Inputs:
+    - `query` (string): The search query for retrieval.
+    - `knowledgeBaseId` (string): The ID of the AWS Knowledge Base.
+    - `n` (number, optional): Number of results to retrieve (default: 3).
+
+## Configuration
+
+### Setting up AWS Credentials
+
+1. Obtain AWS access key ID, secret access key, and region from the AWS Management Console.
+2. Ensure these credentials have appropriate permissions for Bedrock Agent Runtime operations.
+
+### Usage with Claude Desktop
+
+Add this to your `claude_desktop_config.json`:
+
+```json
+{
+  "mcpServers": {
+    "aws-kb-retrieval": {
+      "command": "npx",
+      "args": [
+        "-y",
+        "@modelcontextprotocol/server-aws-kb-retrieval"
+      ],
+      "env": {
+        "AWS_ACCESS_KEY_ID": "YOUR_ACCESS_KEY_HERE",
+        "AWS_SECRET_ACCESS_KEY": "YOUR_SECRET_ACCESS_KEY_HERE",
+        "AWS_REGION": "YOUR_AWS_REGION_HERE"
+      }
+    }
+  }
+}
+```
+
+## License
+
+This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.
+
+This README assumes that your server package is named `@modelcontextprotocol/server-aws-kb-retrieval`. Adjust the package name and installation details if they differ in your setup. Also, ensure that your server script is correctly built and that all dependencies are properly managed in your `package.json`.
diff --git a/src/aws-kb-retrieval-server/index.ts b/src/aws-kb-retrieval-server/index.ts
new file mode 100644
index 00000000..f60a544e
--- /dev/null
+++ b/src/aws-kb-retrieval-server/index.ts
@@ -0,0 +1,166 @@
+#!/usr/bin/env node
+import { Server } from "@modelcontextprotocol/sdk/server/index.js";
+import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js";
+import {
+  CallToolRequestSchema,
+  ListToolsRequestSchema,
+  Tool,
+} from "@modelcontextprotocol/sdk/types.js";
+import {
+  BedrockAgentRuntimeClient,
+  RetrieveCommand,
+  RetrieveCommandInput,
+} from "@aws-sdk/client-bedrock-agent-runtime";
+
+// AWS client initialization
+const bedrockClient = new BedrockAgentRuntimeClient({
+  region: process.env.AWS_REGION,
+  credentials: {
+    accessKeyId: process.env.AWS_ACCESS_KEY_ID!,
+    secretAccessKey: process.env.AWS_SECRET_ACCESS_KEY!,
+  },
+});
+
+interface RAGSource {
+  id: string;
+  fileName: string;
+  snippet: string;
+  score: number;
+}
+
+async function retrieveContext(
+  query: string,
+  knowledgeBaseId: string,
+  n: number = 3
+): Promise<{
+  context: string;
+  isRagWorking: boolean;
+  ragSources: RAGSource[];
+}> {
+  try {
+    if (!knowledgeBaseId) {
+      console.error("knowledgeBaseId is not provided");
+      return {
+        context: "",
+        isRagWorking: false,
+        ragSources: [],
+      };
+    }
+
+    const input: RetrieveCommandInput = {
+      knowledgeBaseId: knowledgeBaseId,
+      retrievalQuery: { text: query },
+      retrievalConfiguration: {
+        vectorSearchConfiguration: { numberOfResults: n },
+      },
+    };
+
+    const command = new RetrieveCommand(input);
+    const response = await bedrockClient.send(command);
+    const rawResults = response?.retrievalResults || [];
+    const ragSources: RAGSource[] = rawResults
+      .filter((res) => res?.content?.text)
+      .map((result, index) => {
+        const uri = result?.location?.s3Location?.uri || "";
+        const fileName = uri.split("/").pop() || `Source-${index}.txt`;
+        return {
+          id: (result.metadata?.["x-amz-bedrock-kb-chunk-id"] as string) || `chunk-${index}`,
+          fileName: fileName.replace(/_/g, " ").replace(".txt", ""),
+          snippet: result.content?.text || "",
+          score: (result.score as number) || 0,
+        };
+      })
+      .slice(0, 3);
+
+    const context = rawResults
+      .filter((res): res is { content: { text: string } } => res?.content?.text !== undefined)
+      .map(res => res.content.text)
+      .join("\n\n");
+
+    return {
+      context,
+      isRagWorking: true,
+      ragSources,
+    };
+  } catch (error) {
+    console.error("RAG Error:", error);
+    return { context: "", isRagWorking: false, ragSources: [] };
+  }
+}
+
+// Define the retrieval tool
+const RETRIEVAL_TOOL: Tool = {
+  name: "retrieve_from_aws_kb",
+  description: "Performs retrieval from the AWS Knowledge Base using the provided query and Knowledge Base ID.",
+  inputSchema: {
+    type: "object",
+    properties: {
+      query: { type: "string", description: "The query to perform retrieval on" },
+      knowledgeBaseId: { type: "string", description: "The ID of the AWS Knowledge Base" },
+      n: { type: "number", default: 3, description: "Number of results to retrieve" },
+    },
+    required: ["query", "knowledgeBaseId"],
+  },
+};
+
+// Server setup
+const server = new Server(
+  {
+    name: "aws-kb-retrieval-server",
+    version: "0.2.0",
+  },
+  {
+    capabilities: {
+      tools: {},
+    },
+  },
+);
+
+// Request handlers
+server.setRequestHandler(ListToolsRequestSchema, async () => ({
+  tools: [RETRIEVAL_TOOL],
+}));
+
+server.setRequestHandler(CallToolRequestSchema, async (request) => {
+  const { name, arguments: args } = request.params;
+
+  if (name === "retrieve_from_aws_kb") {
+    const { query, knowledgeBaseId, n = 3 } = args as Record<string, any>;
+    try {
+      const result = await retrieveContext(query, knowledgeBaseId, n);
+      if (result.isRagWorking) {
+        return {
+          content: [
+            { type: "text", text: `Context: ${result.context}` },
+            { type: "text", text: `RAG Sources: ${JSON.stringify(result.ragSources)}` },
+          ],
+        };
+      } else {
+        return {
+          content: [{ type: "text", text: "Retrieval failed or returned no results." }],
+        };
+      }
+    } catch (error) {
+      return {
+        content: [{ type: "text", text: `Error occurred: ${error}` }],
+      };
+    }
+  } else {
+    return {
+      content: [{ type: "text", text: `Unknown tool: ${name}` }],
+      isError: true,
+    };
+  }
+});
+
+// Server startup
+async function runServer() {
+  const transport = new StdioServerTransport();
+  await server.connect(transport);
+  console.error("AWS KB Retrieval Server running on stdio");
+}
+
+runServer().catch((error) => {
+  console.error("Fatal error running server:", error);
+  process.exit(1);
+});
diff --git a/src/aws-kb-retrieval-server/package.json b/src/aws-kb-retrieval-server/package.json
new file mode 100644
index 00000000..39ba7bd4
--- /dev/null
+++ b/src/aws-kb-retrieval-server/package.json
@@ -0,0 +1,30 @@
+{
+  "name": "@modelcontextprotocol/server-aws-kb-retrieval",
+  "version": "0.1.0",
+  "description": "MCP server for AWS Knowledge Base retrieval using Bedrock Agent Runtime",
+  "license": "MIT",
+  "author": "Anthropic, PBC (https://anthropic.com)",
+  "homepage": "https://modelcontextprotocol.io",
+  "bugs": "https://github.com/modelcontextprotocol/servers/issues",
+  "type": "module",
+  "bin": {
+    "mcp-server-aws-kb-retrieval": "dist/index.js"
+  },
+  "files": [
+    "dist"
+  ],
+  "scripts": {
+    "build": "tsc && shx chmod +x dist/*.js",
+    "prepare": "npm run build",
+    "watch": "tsc --watch"
+  },
+  "dependencies": {
+    "@modelcontextprotocol/sdk": "0.5.0",
+    "@aws-sdk/client-bedrock-agent-runtime": "^3.0.0"
+  },
+  "devDependencies": {
+    "@types/node": "^20.10.0",
+    "shx": "^0.3.4",
+    "typescript": "^5.6.2"
+  }
+}
diff --git a/src/aws-kb-retrieval-server/tsconfig.json b/src/aws-kb-retrieval-server/tsconfig.json
new file mode 100644
index 00000000..98b13da0
--- /dev/null
+++ b/src/aws-kb-retrieval-server/tsconfig.json
@@ -0,0 +1,17 @@
+{
+  "extends": "../../tsconfig.json",
+  "compilerOptions": {
+    "outDir": "./dist",
+    "rootDir": ".",
+    "composite": true,
+    "incremental": true,
+    "tsBuildInfoFile": "./dist/.tsbuildinfo"
+  },
+  "include": [
+    "./**/*.ts"
+  ],
+  "exclude": [
+    "node_modules",
+    "dist"
+  ]
+}

From 18c3b9fbc76417d7a474a107847b5b8a91c9e5c1 Mon Sep 17 00:00:00 2001
From: "Dana K. Williams" <dana_w@designcomputer.com>
Date: Wed, 4 Dec 2024 06:04:42 -0500
Subject: [PATCH 05/17] Add MySQL MCP server to Community Servers

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index ea3d3dfc..54cdb741 100644
--- a/README.md
+++ b/README.md
@@ -48,6 +48,7 @@ A growing set of community-developed and maintained servers demonstrates various
 - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you.
 - **[Spotify MCP](https://github.com/varunneal/spotify-mcp)** - This MCP allows an LLM to play and use Spotify. 
 - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles
+- **[MySQL MCP](https://github.com/designcomputer/mysql_mcp_server)** - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
 - **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery.
 - **[BigQuery](https://github.com/ergut/mcp-bigquery-server)** (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
 

From 3dc616b5ece33c4b18cf60ac9995cef4466da7d1 Mon Sep 17 00:00:00 2001
From: "Dana K. Williams" <dana_w@designcomputer.com>
Date: Wed, 4 Dec 2024 08:56:31 -0500
Subject: [PATCH 06/17] Update MySQL server description for consistency

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 54cdb741..967d05a0 100644
--- a/README.md
+++ b/README.md
@@ -48,7 +48,7 @@ A growing set of community-developed and maintained servers demonstrates various
 - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you.
 - **[Spotify MCP](https://github.com/varunneal/spotify-mcp)** - This MCP allows an LLM to play and use Spotify. 
 - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles
-- **[MySQL MCP](https://github.com/designcomputer/mysql_mcp_server)** - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
+- **[MySQL](https://github.com/designcomputer/mysql_mcp_server)** - MySQL database integration with configurable access controls and schema inspection
 - **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery.
 - **[BigQuery](https://github.com/ergut/mcp-bigquery-server)** (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
 

From 07b47bc25bab3f90021aa81c7581d6e1b254a94d Mon Sep 17 00:00:00 2001
From: Skirano <pietroschirano@anthropic.com>
Date: Wed, 4 Dec 2024 12:57:39 -0500
Subject: [PATCH 07/17] fixed version and updated the server list in the main
 Readme

---
 README.md                                | 7 +++++--
 src/aws-kb-retrieval-server/package.json | 2 +-
 2 files changed, 6 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index 28604b9a..a7fc2dfc 100644
--- a/README.md
+++ b/README.md
@@ -20,6 +20,9 @@ Each MCP server is implemented with either the [Typescript MCP SDK](https://gith
 - **[Brave Search](src/brave-search)** - Web and local search using Brave's Search API
 - **[Google Maps](src/google-maps)** - Location services, directions, and place details
 - **[Fetch](src/fetch)** - Web content fetching and conversion for efficient LLM usage
+- **[Sequential Thinking](src/sequential-thinking)** - Dynamic and reflective problem-solving through thought sequences
+- **[EverArt](src/everart)** - AI image generation using various models
+- **[AWS KB Retrieval](src/aws-kb-retrieval)** - Retrieval from AWS Knowledge Base using Bedrock Agent Runtime
 
 ## 🌎 Community Servers
 
@@ -29,14 +32,14 @@ Each MCP server is implemented with either the [Typescript MCP SDK](https://gith
 ## 🚀 Getting Started
 
 ### Using MCP Servers in this Repository
-Typescript-based servers in this repository can be used directly with `npx`. 
+Typescript-based servers in this repository can be used directly with `npx`.
 
 For example, this will start the [Memory](src/memory) server:
 ```sh
 npx -y @modelcontextprotocol/server-memory
 ```
 
-Python-based servers in this repository can be used directly with [`uvx`](https://docs.astral.sh/uv/concepts/tools/) or [`pip`](https://pypi.org/project/pip/). `uvx` is recommended for ease of use and setup. 
+Python-based servers in this repository can be used directly with [`uvx`](https://docs.astral.sh/uv/concepts/tools/) or [`pip`](https://pypi.org/project/pip/). `uvx` is recommended for ease of use and setup.
 
 For example, this will start the [Git](src/git) server:
 ```sh
diff --git a/src/aws-kb-retrieval-server/package.json b/src/aws-kb-retrieval-server/package.json
index 39ba7bd4..d763e080 100644
--- a/src/aws-kb-retrieval-server/package.json
+++ b/src/aws-kb-retrieval-server/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@modelcontextprotocol/server-aws-kb-retrieval",
-  "version": "0.1.0",
+  "version": "0.2.0",
   "description": "MCP server for AWS Knowledge Base retrieval using Bedrock Agent Runtime",
   "license": "MIT",
   "author": "Anthropic, PBC (https://anthropic.com)",

From 69a676b6fad06a7e1260fed8b80a9732fb861354 Mon Sep 17 00:00:00 2001
From: Simon Benedict <102378134+SimonB97@users.noreply.github.com>
Date: Wed, 4 Dec 2024 19:47:45 +0100
Subject: [PATCH 08/17] Update README.md

Add entry for Windows CLI MCP Server to the README.md file.
---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 1c735776..1c9b45a3 100644
--- a/README.md
+++ b/README.md
@@ -55,6 +55,7 @@ A growing set of community-developed and maintained servers demonstrates various
 - **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM
 - **[LlamaCloud](https://github.com/run-llama/mcp-server-llamacloud)** (by marcusschiesser) - Integrate the data stored in a managed index on [LlamaCloud](https://cloud.llamaindex.ai/)
 - **[Any Chat Completions](https://github.com/pyroprompts/any-chat-completions-mcp)** - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more.
+- **[Windows CLI](https://github.com/SimonB97/win-cli-mcp-server)** - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.
 
 ## 📚 Resources
 

From 5c816e3dfa6bbac93b35b134cf6fa8d3f542b4df Mon Sep 17 00:00:00 2001
From: Jeremy Hadfield <jhadfield129@gmail.com>
Date: Wed, 4 Dec 2024 12:26:42 -0700
Subject: [PATCH 09/17] Add Linear community server

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 1c735776..f6c62837 100644
--- a/README.md
+++ b/README.md
@@ -51,6 +51,7 @@ A growing set of community-developed and maintained servers demonstrates various
 - **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery.
 - **[BigQuery](https://github.com/ergut/mcp-bigquery-server)** (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
 - **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks.
+- **[Linear](https://github.com/jerhadf/linear-mcp-server)** - Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues.
 - **[Playwright MCP](https://github.com/executeautomation/mcp-playwright)** - This MCP Server will help you run browser automation and webscraping using Playwright
 - **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM
 - **[LlamaCloud](https://github.com/run-llama/mcp-server-llamacloud)** (by marcusschiesser) - Integrate the data stored in a managed index on [LlamaCloud](https://cloud.llamaindex.ai/)

From 64f6c7679466182064d306f99c1c0af9e91c830d Mon Sep 17 00:00:00 2001
From: Shane <jonas.shane@gmail.com>
Date: Wed, 4 Dec 2024 19:00:47 -0500
Subject: [PATCH 10/17] Add OpenRPC community server

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 1c735776..2abbcfff 100644
--- a/README.md
+++ b/README.md
@@ -55,6 +55,7 @@ A growing set of community-developed and maintained servers demonstrates various
 - **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM
 - **[LlamaCloud](https://github.com/run-llama/mcp-server-llamacloud)** (by marcusschiesser) - Integrate the data stored in a managed index on [LlamaCloud](https://cloud.llamaindex.ai/)
 - **[Any Chat Completions](https://github.com/pyroprompts/any-chat-completions-mcp)** - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more.
+- **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org).
 
 ## 📚 Resources
 

From 3b71d48f65939d322f44edf7a98dd5ab153a7987 Mon Sep 17 00:00:00 2001
From: Raduan77 <rfalshedivat@edu.hse.ru>
Date: Thu, 5 Dec 2024 11:37:51 +0100
Subject: [PATCH 11/17] address comment

---
 src/github/schemas.ts | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/src/github/schemas.ts b/src/github/schemas.ts
index f6b98727..b9c81a15 100644
--- a/src/github/schemas.ts
+++ b/src/github/schemas.ts
@@ -537,10 +537,6 @@ export const SearchCodeSchema = z.object({
     .describe(
       "Search query. See GitHub code search syntax: https://docs.github.com/en/search-github/searching-on-github/searching-code"
     ),
-  sort: z
-    .enum(["", "indexed"])
-    .optional()
-    .describe("Sort field. Only 'indexed' is supported"),
   order: z
     .enum(["asc", "desc"])
     .optional()

From b0e416294d27c979ff83b68aee02f4aad628f00f Mon Sep 17 00:00:00 2001
From: wong2 <wonderfuly@gmail.com>
Date: Thu, 5 Dec 2024 19:09:55 +0800
Subject: [PATCH 12/17] Add mcp-cli to Resources

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 1c735776..58a4a44b 100644
--- a/README.md
+++ b/README.md
@@ -64,6 +64,7 @@ Additional resources on MCP.
 - **[Awesome MCP Servers by wong2](https://github.com/wong2/awesome-mcp-servers)** - A curated list of MCP servers by **[wong2](https://github.com/wong2)**
 - **[Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers)** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)**
 - **[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)**
+- **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)**
 
 ## 🚀 Getting Started
 

From 5020b4b384d0ee3d8e0ef674829f48229ae01305 Mon Sep 17 00:00:00 2001
From: Justin Spahr-Summers <justin@jspahrsummers.com>
Date: Thu, 5 Dec 2024 12:05:27 +0000
Subject: [PATCH 13/17] Update package.json

---
 src/aws-kb-retrieval-server/package.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/aws-kb-retrieval-server/package.json b/src/aws-kb-retrieval-server/package.json
index d763e080..fdad1a69 100644
--- a/src/aws-kb-retrieval-server/package.json
+++ b/src/aws-kb-retrieval-server/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@modelcontextprotocol/server-aws-kb-retrieval",
-  "version": "0.2.0",
+  "version": "0.6.2",
   "description": "MCP server for AWS Knowledge Base retrieval using Bedrock Agent Runtime",
   "license": "MIT",
   "author": "Anthropic, PBC (https://anthropic.com)",

From bd4a101ac1e40c3b6a66f9efa2e3d5b3303c8e9f Mon Sep 17 00:00:00 2001
From: Justin Spahr-Summers <justin@anthropic.com>
Date: Thu, 5 Dec 2024 12:10:12 +0000
Subject: [PATCH 14/17] `npm install`

---
 package-lock.json | 1286 +++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 1286 insertions(+)

diff --git a/package-lock.json b/package-lock.json
index c73f44ee..b42b4228 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -24,6 +24,656 @@
         "@modelcontextprotocol/server-slack": "*"
       }
     },
+    "node_modules/@aws-crypto/crc32": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@aws-crypto/crc32/-/crc32-5.2.0.tgz",
+      "integrity": "sha512-nLbCWqQNgUiwwtFsen1AdzAtvuLRsQS8rYgMuxCrdKf9kOssamGLuPwyTY9wyYblNr9+1XM8v6zoDTPPSIeANg==",
+      "dependencies": {
+        "@aws-crypto/util": "^5.2.0",
+        "@aws-sdk/types": "^3.222.0",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=16.0.0"
+      }
+    },
+    "node_modules/@aws-crypto/sha256-browser": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@aws-crypto/sha256-browser/-/sha256-browser-5.2.0.tgz",
+      "integrity": "sha512-AXfN/lGotSQwu6HNcEsIASo7kWXZ5HYWvfOmSNKDsEqC4OashTp8alTmaz+F7TC2L083SFv5RdB+qU3Vs1kZqw==",
+      "dependencies": {
+        "@aws-crypto/sha256-js": "^5.2.0",
+        "@aws-crypto/supports-web-crypto": "^5.2.0",
+        "@aws-crypto/util": "^5.2.0",
+        "@aws-sdk/types": "^3.222.0",
+        "@aws-sdk/util-locate-window": "^3.0.0",
+        "@smithy/util-utf8": "^2.0.0",
+        "tslib": "^2.6.2"
+      }
+    },
+    "node_modules/@aws-crypto/sha256-browser/node_modules/@smithy/is-array-buffer": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@smithy/is-array-buffer/-/is-array-buffer-2.2.0.tgz",
+      "integrity": "sha512-GGP3O9QFD24uGeAXYUjwSTXARoqpZykHadOmA8G5vfJPK0/DC67qa//0qvqrJzL1xc8WQWX7/yc7fwudjPHPhA==",
+      "dependencies": {
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/@aws-crypto/sha256-browser/node_modules/@smithy/util-buffer-from": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@smithy/util-buffer-from/-/util-buffer-from-2.2.0.tgz",
+      "integrity": "sha512-IJdWBbTcMQ6DA0gdNhh/BwrLkDR+ADW5Kr1aZmd4k3DIF6ezMV4R2NIAmT08wQJ3yUK82thHWmC/TnK/wpMMIA==",
+      "dependencies": {
+        "@smithy/is-array-buffer": "^2.2.0",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/@aws-crypto/sha256-browser/node_modules/@smithy/util-utf8": {
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/@smithy/util-utf8/-/util-utf8-2.3.0.tgz",
+      "integrity": "sha512-R8Rdn8Hy72KKcebgLiv8jQcQkXoLMOGGv5uI1/k0l+snqkOzQ1R0ChUBCxWMlBsFMekWjq0wRudIweFs7sKT5A==",
+      "dependencies": {
+        "@smithy/util-buffer-from": "^2.2.0",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/@aws-crypto/sha256-js": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@aws-crypto/sha256-js/-/sha256-js-5.2.0.tgz",
+      "integrity": "sha512-FFQQyu7edu4ufvIZ+OadFpHHOt+eSTBaYaki44c+akjg7qZg9oOQeLlk77F6tSYqjDAFClrHJk9tMf0HdVyOvA==",
+      "dependencies": {
+        "@aws-crypto/util": "^5.2.0",
+        "@aws-sdk/types": "^3.222.0",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=16.0.0"
+      }
+    },
+    "node_modules/@aws-crypto/supports-web-crypto": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@aws-crypto/supports-web-crypto/-/supports-web-crypto-5.2.0.tgz",
+      "integrity": "sha512-iAvUotm021kM33eCdNfwIN//F77/IADDSs58i+MDaOqFrVjZo9bAal0NK7HurRuWLLpF1iLX7gbWrjHjeo+YFg==",
+      "dependencies": {
+        "tslib": "^2.6.2"
+      }
+    },
+    "node_modules/@aws-crypto/util": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@aws-crypto/util/-/util-5.2.0.tgz",
+      "integrity": "sha512-4RkU9EsI6ZpBve5fseQlGNUWKMa1RLPQ1dnjnQoe07ldfIzcsGb5hC5W0Dm7u423KWzawlrpbjXBrXCEv9zazQ==",
+      "dependencies": {
+        "@aws-sdk/types": "^3.222.0",
+        "@smithy/util-utf8": "^2.0.0",
+        "tslib": "^2.6.2"
+      }
+    },
+    "node_modules/@aws-crypto/util/node_modules/@smithy/is-array-buffer": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@smithy/is-array-buffer/-/is-array-buffer-2.2.0.tgz",
+      "integrity": "sha512-GGP3O9QFD24uGeAXYUjwSTXARoqpZykHadOmA8G5vfJPK0/DC67qa//0qvqrJzL1xc8WQWX7/yc7fwudjPHPhA==",
+      "dependencies": {
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/@aws-crypto/util/node_modules/@smithy/util-buffer-from": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@smithy/util-buffer-from/-/util-buffer-from-2.2.0.tgz",
+      "integrity": "sha512-IJdWBbTcMQ6DA0gdNhh/BwrLkDR+ADW5Kr1aZmd4k3DIF6ezMV4R2NIAmT08wQJ3yUK82thHWmC/TnK/wpMMIA==",
+      "dependencies": {
+        "@smithy/is-array-buffer": "^2.2.0",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/@aws-crypto/util/node_modules/@smithy/util-utf8": {
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/@smithy/util-utf8/-/util-utf8-2.3.0.tgz",
+      "integrity": "sha512-R8Rdn8Hy72KKcebgLiv8jQcQkXoLMOGGv5uI1/k0l+snqkOzQ1R0ChUBCxWMlBsFMekWjq0wRudIweFs7sKT5A==",
+      "dependencies": {
+        "@smithy/util-buffer-from": "^2.2.0",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/@aws-sdk/client-bedrock-agent-runtime": {
+      "version": "3.706.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/client-bedrock-agent-runtime/-/client-bedrock-agent-runtime-3.706.0.tgz",
+      "integrity": "sha512-XX9Nm88Pz8GdHQJ29h6xQlH21qRnaovtF2BeLdKJRKcS/ViZjqfSFt3B5p6BXf+wKW9YFciGwjuo0OOrDx1Oyw==",
+      "dependencies": {
+        "@aws-crypto/sha256-browser": "5.2.0",
+        "@aws-crypto/sha256-js": "5.2.0",
+        "@aws-sdk/client-sso-oidc": "3.699.0",
+        "@aws-sdk/client-sts": "3.699.0",
+        "@aws-sdk/core": "3.696.0",
+        "@aws-sdk/credential-provider-node": "3.699.0",
+        "@aws-sdk/middleware-host-header": "3.696.0",
+        "@aws-sdk/middleware-logger": "3.696.0",
+        "@aws-sdk/middleware-recursion-detection": "3.696.0",
+        "@aws-sdk/middleware-user-agent": "3.696.0",
+        "@aws-sdk/region-config-resolver": "3.696.0",
+        "@aws-sdk/types": "3.696.0",
+        "@aws-sdk/util-endpoints": "3.696.0",
+        "@aws-sdk/util-user-agent-browser": "3.696.0",
+        "@aws-sdk/util-user-agent-node": "3.696.0",
+        "@smithy/config-resolver": "^3.0.12",
+        "@smithy/core": "^2.5.3",
+        "@smithy/eventstream-serde-browser": "^3.0.13",
+        "@smithy/eventstream-serde-config-resolver": "^3.0.10",
+        "@smithy/eventstream-serde-node": "^3.0.12",
+        "@smithy/fetch-http-handler": "^4.1.1",
+        "@smithy/hash-node": "^3.0.10",
+        "@smithy/invalid-dependency": "^3.0.10",
+        "@smithy/middleware-content-length": "^3.0.12",
+        "@smithy/middleware-endpoint": "^3.2.3",
+        "@smithy/middleware-retry": "^3.0.27",
+        "@smithy/middleware-serde": "^3.0.10",
+        "@smithy/middleware-stack": "^3.0.10",
+        "@smithy/node-config-provider": "^3.1.11",
+        "@smithy/node-http-handler": "^3.3.1",
+        "@smithy/protocol-http": "^4.1.7",
+        "@smithy/smithy-client": "^3.4.4",
+        "@smithy/types": "^3.7.1",
+        "@smithy/url-parser": "^3.0.10",
+        "@smithy/util-base64": "^3.0.0",
+        "@smithy/util-body-length-browser": "^3.0.0",
+        "@smithy/util-body-length-node": "^3.0.0",
+        "@smithy/util-defaults-mode-browser": "^3.0.27",
+        "@smithy/util-defaults-mode-node": "^3.0.27",
+        "@smithy/util-endpoints": "^2.1.6",
+        "@smithy/util-middleware": "^3.0.10",
+        "@smithy/util-retry": "^3.0.10",
+        "@smithy/util-utf8": "^3.0.0",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=16.0.0"
+      }
+    },
+    "node_modules/@aws-sdk/client-sso": {
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         "zod": "^3.23.8"
       }
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       "resolved": "src/brave-search",
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+        "bowser": "^2.11.0",
+        "tslib": "^2.6.2"
+      },
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+      }
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+        "@smithy/config-resolver": "^3.0.12",
+        "@smithy/credential-provider-imds": "^3.2.7",
+        "@smithy/node-config-provider": "^3.1.11",
+        "@smithy/property-provider": "^3.1.10",
+        "@smithy/smithy-client": "^3.4.5",
+        "@smithy/types": "^3.7.1",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">= 10.0.0"
+      }
+    },
+    "node_modules/@smithy/util-endpoints": {
+      "version": "2.1.6",
+      "resolved": "https://registry.npmjs.org/@smithy/util-endpoints/-/util-endpoints-2.1.6.tgz",
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+        "@smithy/types": "^3.7.1",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=16.0.0"
+      }
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+    "node_modules/@smithy/util-hex-encoding": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/@smithy/util-hex-encoding/-/util-hex-encoding-3.0.0.tgz",
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+      }
+    },
+    "node_modules/@smithy/util-middleware": {
+      "version": "3.0.10",
+      "resolved": "https://registry.npmjs.org/@smithy/util-middleware/-/util-middleware-3.0.10.tgz",
+      "integrity": "sha512-eJO+/+RsrG2RpmY68jZdwQtnfsxjmPxzMlQpnHKjFPwrYqvlcT+fHdT+ZVwcjlWSrByOhGr9Ff2GG17efc192A==",
+      "dependencies": {
+        "@smithy/types": "^3.7.1",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=16.0.0"
+      }
+    },
+    "node_modules/@smithy/util-retry": {
+      "version": "3.0.10",
+      "resolved": "https://registry.npmjs.org/@smithy/util-retry/-/util-retry-3.0.10.tgz",
+      "integrity": "sha512-1l4qatFp4PiU6j7UsbasUHL2VU023NRB/gfaa1M0rDqVrRN4g3mCArLRyH3OuktApA4ye+yjWQHjdziunw2eWA==",
+      "dependencies": {
+        "@smithy/service-error-classification": "^3.0.10",
+        "@smithy/types": "^3.7.1",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=16.0.0"
+      }
+    },
+    "node_modules/@smithy/util-stream": {
+      "version": "3.3.1",
+      "resolved": "https://registry.npmjs.org/@smithy/util-stream/-/util-stream-3.3.1.tgz",
+      "integrity": "sha512-Ff68R5lJh2zj+AUTvbAU/4yx+6QPRzg7+pI7M1FbtQHcRIp7xvguxVsQBKyB3fwiOwhAKu0lnNyYBaQfSW6TNw==",
+      "dependencies": {
+        "@smithy/fetch-http-handler": "^4.1.1",
+        "@smithy/node-http-handler": "^3.3.1",
+        "@smithy/types": "^3.7.1",
+        "@smithy/util-base64": "^3.0.0",
+        "@smithy/util-buffer-from": "^3.0.0",
+        "@smithy/util-hex-encoding": "^3.0.0",
+        "@smithy/util-utf8": "^3.0.0",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=16.0.0"
+      }
+    },
+    "node_modules/@smithy/util-uri-escape": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/@smithy/util-uri-escape/-/util-uri-escape-3.0.0.tgz",
+      "integrity": "sha512-LqR7qYLgZTD7nWLBecUi4aqolw8Mhza9ArpNEQ881MJJIU2sE5iHCK6TdyqqzcDLy0OPe10IY4T8ctVdtynubg==",
+      "dependencies": {
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=16.0.0"
+      }
+    },
+    "node_modules/@smithy/util-utf8": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/@smithy/util-utf8/-/util-utf8-3.0.0.tgz",
+      "integrity": "sha512-rUeT12bxFnplYDe815GXbq/oixEGHfRFFtcTF3YdDi/JaENIM6aSYYLJydG83UNzLXeRI5K8abYd/8Sp/QM0kA==",
+      "dependencies": {
+        "@smithy/util-buffer-from": "^3.0.0",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=16.0.0"
+      }
+    },
     "node_modules/@tootallnate/quickjs-emscripten": {
       "version": "0.23.0",
       "resolved": "https://registry.npmjs.org/@tootallnate/quickjs-emscripten/-/quickjs-emscripten-0.23.0.tgz",
@@ -657,6 +1887,11 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/bowser": {
+      "version": "2.11.0",
+      "resolved": "https://registry.npmjs.org/bowser/-/bowser-2.11.0.tgz",
+      "integrity": "sha512-AlcaJBi/pqqJBIQ8U9Mcpc9i8Aqxn88Skv5d+xBX006BY5u8N3mGLHa5Lgppa7L/HfwgwLgZ6NYs+Ag6uUmJRA=="
+    },
     "node_modules/bplist-parser": {
       "version": "0.2.0",
       "resolved": "https://registry.npmjs.org/bplist-parser/-/bplist-parser-0.2.0.tgz",
@@ -1330,6 +2565,27 @@
       "resolved": "https://registry.npmjs.org/fast-fifo/-/fast-fifo-1.3.2.tgz",
       "integrity": "sha512-/d9sfos4yxzpwkDkuN7k2SqFKtYNmCTzgfEpz82x34IM9/zc8KGxQoXg1liNC/izpRM/MBdt44Nmx41ZWqk+FQ=="
     },
+    "node_modules/fast-xml-parser": {
+      "version": "4.4.1",
+      "resolved": "https://registry.npmjs.org/fast-xml-parser/-/fast-xml-parser-4.4.1.tgz",
+      "integrity": "sha512-xkjOecfnKGkSsOwtZ5Pz7Us/T6mrbPQrq0nh+aCO5V9nk5NLWmasAHumTKjiPJPWANe+kAZ84Jc8ooJkzZ88Sw==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/NaturalIntelligence"
+        },
+        {
+          "type": "paypal",
+          "url": "https://paypal.me/naturalintelligence"
+        }
+      ],
+      "dependencies": {
+        "strnum": "^1.0.5"
+      },
+      "bin": {
+        "fxparser": "src/cli/cli.js"
+      }
+    },
     "node_modules/fd-slicer": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/fd-slicer/-/fd-slicer-1.1.0.tgz",
@@ -3378,6 +4634,11 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/strnum": {
+      "version": "1.0.5",
+      "resolved": "https://registry.npmjs.org/strnum/-/strnum-1.0.5.tgz",
+      "integrity": "sha512-J8bbNyKKXl5qYcR36TIO8W3mVGVHrmmxsd5PAItGkmyzwJvybiw2IVq5nqd0i4LSNSkB/sx9VHllbfFdr9k1JA=="
+    },
     "node_modules/supports-preserve-symlinks-flag": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/supports-preserve-symlinks-flag/-/supports-preserve-symlinks-flag-1.0.0.tgz",
@@ -3721,6 +4982,31 @@
         "zod": "^3.23.3"
       }
     },
+    "src/aws-kb-retrieval-server": {
+      "version": "0.6.2",
+      "license": "MIT",
+      "dependencies": {
+        "@aws-sdk/client-bedrock-agent-runtime": "^3.0.0",
+        "@modelcontextprotocol/sdk": "0.5.0"
+      },
+      "bin": {
+        "mcp-server-aws-kb-retrieval": "dist/index.js"
+      },
+      "devDependencies": {
+        "@types/node": "^20.10.0",
+        "shx": "^0.3.4",
+        "typescript": "^5.6.2"
+      }
+    },
+    "src/aws-kb-retrieval-server/node_modules/@types/node": {
+      "version": "20.17.9",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-20.17.9.tgz",
+      "integrity": "sha512-0JOXkRyLanfGPE2QRCwgxhzlBAvaRdCNMcvbd7jFfpmD4eEXll7LRwy5ymJmyeZqk7Nh7eD2LeUyQ68BbndmXw==",
+      "dev": true,
+      "dependencies": {
+        "undici-types": "~6.19.2"
+      }
+    },
     "src/brave-search": {
       "name": "@modelcontextprotocol/server-brave-search",
       "version": "0.6.2",

From e8f08ac4794f9f5946adf301b20ab86f4b8dc6e3 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jan=20Hor=C3=A1k?=
 <162463026+jhhxgn@users.noreply.github.com>
Date: Thu, 5 Dec 2024 17:33:11 +0100
Subject: [PATCH 15/17] Fixed Readme link to sequential thinking server

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 78f569f1..f4706613 100644
--- a/README.md
+++ b/README.md
@@ -24,7 +24,7 @@ These servers aim to demonstrate MCP features and the Typescript and Python SDK.
 - **[PostgreSQL](src/postgres)** - Read-only database access with schema inspection
 - **[Puppeteer](src/puppeteer)** - Browser automation and web scraping
 - **[Sentry](src/sentry)** - Retrieving and analyzing issues from Sentry.io
-- **[Sequential Thinking](src/sequential-thinking)** - Dynamic and reflective problem-solving through thought sequences
+- **[Sequential Thinking](src/sequentialthinking)** - Dynamic and reflective problem-solving through thought sequences
 - **[Slack](src/slack)** - Channel management and messaging capabilities
 - **[Sqlite](src/sqlite)** - Database interaction and business intelligence capabilities
 

From 852aebf30bc98516768b7b417416d82c12b3d4b5 Mon Sep 17 00:00:00 2001
From: AP <alexphan0515@gmail.com>
Date: Thu, 5 Dec 2024 14:03:51 -0800
Subject: [PATCH 16/17] browserbase readme

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 822ab053..e5f41461 100644
--- a/README.md
+++ b/README.md
@@ -34,6 +34,7 @@ These servers aim to demonstrate MCP features and the Typescript and Python SDK.
 
 Official integrations are maintained by companies building production ready MCP servers for their platforms.
 
+- <img height="12" width="12" src="https://browserbase.com/favicon.ico" alt="Browserbase Logo" /> **[Browserbase](https://github.com/browserbase/mcp-server-browserbase)** - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
 - <img height="12" width="12" src="https://cdn.simpleicons.org/cloudflare" /> **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
 - **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account
 - <img height="12" width="12" src="https://e2b.dev/favicon.ico" alt="E2B Logo" /> **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev)

From 75e7fcea5824ab062077b158ebda353261b312ed Mon Sep 17 00:00:00 2001
From: Justin Spahr-Summers <justin@anthropic.com>
Date: Thu, 5 Dec 2024 22:55:41 +0000
Subject: [PATCH 17/17] `npm install`

---
 package-lock.json | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/package-lock.json b/package-lock.json
index c73f44ee..e06112f2 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -4001,8 +4001,10 @@
       "license": "MIT",
       "dependencies": {
         "@modelcontextprotocol/sdk": "1.0.1",
+        "@types/node": "^20.11.0",
         "@types/node-fetch": "^2.6.12",
         "node-fetch": "^3.3.2",
+        "zod": "^3.22.4",
         "zod-to-json-schema": "^3.23.5"
       },
       "bin": {
@@ -4023,6 +4025,14 @@
         "zod": "^3.23.8"
       }
     },
+    "src/github/node_modules/@types/node": {
+      "version": "20.17.9",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-20.17.9.tgz",
+      "integrity": "sha512-0JOXkRyLanfGPE2QRCwgxhzlBAvaRdCNMcvbd7jFfpmD4eEXll7LRwy5ymJmyeZqk7Nh7eD2LeUyQ68BbndmXw==",
+      "dependencies": {
+        "undici-types": "~6.19.2"
+      }
+    },
     "src/github/node_modules/data-uri-to-buffer": {
       "version": "4.0.1",
       "resolved": "https://registry.npmjs.org/data-uri-to-buffer/-/data-uri-to-buffer-4.0.1.tgz",