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Everart and thinking server
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278
src/sequentialthinking/index.ts
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278
src/sequentialthinking/index.ts
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#!/usr/bin/env node
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import { Server } from "@modelcontextprotocol/sdk/server/index.js";
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import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js";
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import {
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CallToolRequestSchema,
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ListToolsRequestSchema,
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Tool,
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} from "@modelcontextprotocol/sdk/types.js";
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// Fixed chalk import for ESM
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import chalk from 'chalk';
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interface ThoughtData {
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thought: string;
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thoughtNumber: number;
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totalThoughts: number;
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isRevision?: boolean;
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revisesThought?: number;
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branchFromThought?: number;
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branchId?: string;
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needsMoreThoughts?: boolean;
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nextThoughtNeeded: boolean;
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}
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class SequentialThinkingServer {
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private thoughtHistory: ThoughtData[] = [];
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private branches: Record<string, ThoughtData[]> = {};
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private validateThoughtData(input: unknown): ThoughtData {
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const data = input as Record<string, unknown>;
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if (!data.thought || typeof data.thought !== 'string') {
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throw new Error('Invalid thought: must be a string');
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}
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if (!data.thoughtNumber || typeof data.thoughtNumber !== 'number') {
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throw new Error('Invalid thoughtNumber: must be a number');
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}
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if (!data.totalThoughts || typeof data.totalThoughts !== 'number') {
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throw new Error('Invalid totalThoughts: must be a number');
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}
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if (typeof data.nextThoughtNeeded !== 'boolean') {
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throw new Error('Invalid nextThoughtNeeded: must be a boolean');
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}
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return {
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thought: data.thought,
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thoughtNumber: data.thoughtNumber,
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totalThoughts: data.totalThoughts,
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nextThoughtNeeded: data.nextThoughtNeeded,
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isRevision: data.isRevision as boolean | undefined,
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revisesThought: data.revisesThought as number | undefined,
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branchFromThought: data.branchFromThought as number | undefined,
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branchId: data.branchId as string | undefined,
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needsMoreThoughts: data.needsMoreThoughts as boolean | undefined,
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};
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}
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private formatThought(thoughtData: ThoughtData): string {
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const { thoughtNumber, totalThoughts, thought, isRevision, revisesThought, branchFromThought, branchId } = thoughtData;
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let prefix = '';
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let context = '';
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if (isRevision) {
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prefix = chalk.yellow('🔄 Revision');
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context = ` (revising thought ${revisesThought})`;
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} else if (branchFromThought) {
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prefix = chalk.green('🌿 Branch');
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context = ` (from thought ${branchFromThought}, ID: ${branchId})`;
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} else {
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prefix = chalk.blue('💭 Thought');
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context = '';
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}
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const header = `${prefix} ${thoughtNumber}/${totalThoughts}${context}`;
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const border = '─'.repeat(Math.max(header.length, thought.length) + 4);
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return `
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┌${border}┐
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│ ${header} │
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├${border}┤
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│ ${thought.padEnd(border.length - 2)} │
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└${border}┘`;
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}
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public processThought(input: unknown): { content: Array<{ type: string; text: string }>; isError?: boolean } {
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try {
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const validatedInput = this.validateThoughtData(input);
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if (validatedInput.thoughtNumber > validatedInput.totalThoughts) {
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validatedInput.totalThoughts = validatedInput.thoughtNumber;
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}
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this.thoughtHistory.push(validatedInput);
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if (validatedInput.branchFromThought && validatedInput.branchId) {
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if (!this.branches[validatedInput.branchId]) {
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this.branches[validatedInput.branchId] = [];
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}
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this.branches[validatedInput.branchId].push(validatedInput);
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}
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const formattedThought = this.formatThought(validatedInput);
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console.error(formattedThought);
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return {
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content: [{
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type: "text",
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text: JSON.stringify({
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thoughtNumber: validatedInput.thoughtNumber,
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totalThoughts: validatedInput.totalThoughts,
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nextThoughtNeeded: validatedInput.nextThoughtNeeded,
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branches: Object.keys(this.branches),
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thoughtHistoryLength: this.thoughtHistory.length
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}, null, 2)
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}]
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};
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} catch (error) {
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return {
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content: [{
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type: "text",
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text: JSON.stringify({
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error: error instanceof Error ? error.message : String(error),
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status: 'failed'
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}, null, 2)
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}],
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isError: true
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};
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}
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}
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}
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const SEQUENTIAL_THINKING_TOOL: Tool = {
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name: "sequentialthinking",
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description: `A detailed tool for dynamic and reflective problem-solving through thoughts.
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This tool helps analyze problems through a flexible thinking process that can adapt and evolve.
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Each thought can build on, question, or revise previous insights as understanding deepens.
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When to use this tool:
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- Breaking down complex problems into steps
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- Planning and design with room for revision
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- Analysis that might need course correction
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- Problems where the full scope might not be clear initially
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- Problems that require a multi-step solution
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- Tasks that need to maintain context over multiple steps
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- Situations where irrelevant information needs to be filtered out
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Key features:
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- You can adjust total_thoughts up or down as you progress
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- You can question or revise previous thoughts
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- You can add more thoughts even after reaching what seemed like the end
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- You can express uncertainty and explore alternative approaches
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- Not every thought needs to build linearly - you can branch or backtrack
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- Generates a solution hypothesis
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- Verifies the hypothesis based on the Chain of Thought steps
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- Repeats the process until satisfied
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- Provides a correct answer
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Parameters explained:
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- thought: Your current thinking step, which can include:
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* Regular analytical steps
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* Revisions of previous thoughts
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* Questions about previous decisions
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* Realizations about needing more analysis
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* Changes in approach
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* Hypothesis generation
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* Hypothesis verification
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- next_thought_needed: True if you need more thinking, even if at what seemed like the end
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- thought_number: Current number in sequence (can go beyond initial total if needed)
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- total_thoughts: Current estimate of thoughts needed (can be adjusted up/down)
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- is_revision: A boolean indicating if this thought revises previous thinking
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- revises_thought: If is_revision is true, which thought number is being reconsidered
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- branch_from_thought: If branching, which thought number is the branching point
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- branch_id: Identifier for the current branch (if any)
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- needs_more_thoughts: If reaching end but realizing more thoughts needed
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You should:
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1. Start with an initial estimate of needed thoughts, but be ready to adjust
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2. Feel free to question or revise previous thoughts
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3. Don't hesitate to add more thoughts if needed, even at the "end"
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4. Express uncertainty when present
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5. Mark thoughts that revise previous thinking or branch into new paths
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6. Ignore information that is irrelevant to the current step
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7. Generate a solution hypothesis when appropriate
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8. Verify the hypothesis based on the Chain of Thought steps
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9. Repeat the process until satisfied with the solution
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10. Provide a single, ideally correct answer as the final output
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11. Only set next_thought_needed to false when truly done and a satisfactory answer is reached`,
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inputSchema: {
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type: "object",
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properties: {
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thought: {
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type: "string",
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description: "Your current thinking step"
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},
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nextThoughtNeeded: {
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type: "boolean",
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description: "Whether another thought step is needed"
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},
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thoughtNumber: {
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type: "integer",
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description: "Current thought number",
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minimum: 1
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},
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totalThoughts: {
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type: "integer",
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description: "Estimated total thoughts needed",
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minimum: 1
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},
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isRevision: {
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type: "boolean",
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description: "Whether this revises previous thinking"
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},
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revisesThought: {
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type: "integer",
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description: "Which thought is being reconsidered",
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minimum: 1
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},
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branchFromThought: {
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type: "integer",
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description: "Branching point thought number",
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minimum: 1
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},
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branchId: {
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type: "string",
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description: "Branch identifier"
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},
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needsMoreThoughts: {
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type: "boolean",
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description: "If more thoughts are needed"
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}
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},
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required: ["thought", "nextThoughtNeeded", "thoughtNumber", "totalThoughts"]
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}
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};
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const server = new Server(
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{
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name: "sequential-thinking-server",
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version: "0.1.0",
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},
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{
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capabilities: {
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tools: {},
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},
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}
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);
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const thinkingServer = new SequentialThinkingServer();
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server.setRequestHandler(ListToolsRequestSchema, async () => ({
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tools: [SEQUENTIAL_THINKING_TOOL],
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}));
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server.setRequestHandler(CallToolRequestSchema, async (request) => {
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if (request.params.name === "sequentialthinking") {
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return thinkingServer.processThought(request.params.arguments);
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}
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return {
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content: [{
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type: "text",
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text: `Unknown tool: ${request.params.name}`
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}],
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isError: true
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};
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});
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async function runServer() {
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const transport = new StdioServerTransport();
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await server.connect(transport);
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console.error("Sequential Thinking MCP Server running on stdio");
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}
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runServer().catch((error) => {
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console.error("Fatal error running server:", error);
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process.exit(1);
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});
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