"A server for reasoning about code using MCP" matching MCP servers:

• Code Reasoning MCP Server

  mettamatt

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  license

  A

  quality

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  maintenance

  An enhanced sequential thinking tool optimized for programming tasks that helps break down complex coding problems into structured, self-auditing thought steps with branching and revision capabilities.

  Last updated 2026-02-09

  1

  56

  253

  MIT

• Deep Code Reasoning MCP Server

  evalops

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  license

  C

  quality

  F

  maintenance

  Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.

  Last updated 2026-05-09

  10

  105

  MIT

• MCP Advanced Reasoning Server

  AzDeltaQQ

  F

  license

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  quality

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  maintenance

  A Model Context Protocol server that enhances Claude in Cursor AI with advanced reasoning capabilities including Monte Carlo Tree Search, Beam Search, R1 Transformer, and Hybrid Reasoning methods.

  Last updated 2025-03-19

  8

  13

• A-MEM: Agentic Memory System

  tobs-code

  F

  license

  -

  quality

  C

  maintenance

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  7

• Advanced Reasoning MCP Server

  angrysky56

  A

  license

  A

  quality

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  maintenance

  An MCP server that enhances sequential thinking with meta-cognitive capabilities including confidence tracking, hypothesis testing, and organized memory storage through graph-based libraries and structured JSON documents.

  Last updated 2026-03-12

  20

  10

  12

  MIT

• A-Share MCP Server

  firmmaple

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  license

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  quality

  D

  maintenance

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  24

  MIT

• semantic-code-mcp

  vrppaul

  F

  license

  A

  quality

  C

  maintenance

  A local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.

  Last updated 2026-03-08

  3

  2

• Gemini MCP Server for Claude

  raydollete

  A

  license

  A

  quality

  B

  maintenance

  Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

  Last updated 2026-05-09

  3

  Apache 2.0

• Code Scanner Server

  Ixe1

  A

  license

  A

  quality

  C

  maintenance

  An MCP server that scans codebases to extract structural information (classes, functions, etc.) with flexible filtering options and outputs in LLM-friendly formats.

  Last updated 2025-06-23

  1

  2

  GPL 3.0

• MCP Server for Google Search

  mcp-for-dev

  F

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.

  Last updated 2025-05-15

  2

  2

  2

• Claude Code MCP

  auchenberg

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  license

  B

  quality

  C

  maintenance

  An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.

  Last updated 2025-04-08

  8

  95

  184

  MIT

• Code Snippet Server

  ngeojiajun

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  license

  B

  quality

  C

  maintenance

  A MCP server for managing and storing code snippets in various programming languages, allowing users to create, list, and delete snippets via a standardized interface.

  Last updated 2025-07-14

  3

  2

  7

  MIT

• mcp-server-code-runner

  formulahendry

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  license

  B

  quality

  D

  maintenance

  MCP Server for running code snippet and show the result.

  Last updated 2026-02-05

  1

  1,730

  241

  MIT

• Code-MCP

  millsydotdev

  F

  license

  B

  quality

  -

  maintenance

  Turns AI assistants into full-stack software engineers with 36 tools for cognitive reasoning, code validation, project scaffolding, and AI/IDE configuration generation across 130+ programming languages, databases, and frameworks.

  Last updated 2025-12-08

  35

  6

• Code Buddy

  Abhi-vish

  A

  license

  C

  quality

  C

  maintenance

  A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.

  Last updated 2025-12-08

  28

  6

  MIT

• Code MCP Server

  agentics-ai

  A

  license

  C

  quality

  C

  maintenance

  An experimental MCP server that enables AI assistants to interact with VS Code workspaces through file operations, code execution, and Git management. It also provides tools for Docker integration, project scaffolding, and secure command execution using project-specific configurations.

  Last updated 2026-01-26

  76

  6

  3

  MIT

• A-Share MCP Server

  24mlight

  A

  license

  C

  quality

  D

  maintenance

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  642

  MIT
• 

  Axme-codeofficial

  AxmeAI

  A

  license

  -

  quality

  C

  maintenance

  Persistent project memory + architectural decisions + pre-execution safety hooks for Claude Code. Local-only storage, multi-repo workspace, automatic knowledge extraction via background auditor.

  Last updated 2026-04-29

  23

  6

• No-as-a-Service (NoaaS)

  Koneisto

  A

  license

  -

  quality

  B

  maintenance

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  12

  MIT

• Todo for AI MCP Server

  todo-for-ai

  A

  license

  -

  quality

  C

  maintenance

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  26

  Apache 2.0