"A server to improve math capability of AI" matching MCP servers:

• self-improve

  Feynman520

  A

  license

  -

  quality

  B

  maintenance

  Captures user corrections and improvements during interactions, logs them, finds recurring patterns, and prescribes preventive fixes like CLAUDE.md rules, skills, scripts, or MCP tools to avoid repeating mistakes.

  Updated a month ago (2026-07-07 06:36 UTC)

  6

  MIT

• Codex Capability Bridge

  AEcru

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that enables Claude to discover and delegate tasks to local Codex Skills and plugins, bridging Claude's natural language understanding with Codex's execution capabilities.

  Updated 25 days ago (2026-07-17 01:48 UTC)

  Apache 2.0

• Skill-to-MCP

  biocontext-ai

  A

  license

  A

  quality

  C

  maintenance

  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Updated 5 months ago (2026-02-27 17:36 UTC)

  3

  27

  Apache 2.0

• world-of-claudecraft-mcp

  u2

  F

  license

  A

  quality

  C

  maintenance

  An MCP server adapter that allows LLM agents to autonomously play World of ClaudeCraft by wrapping the game's headless environment as MCP tools for state reading and action execution.

  Updated 14 days ago (2026-07-28 07:39 UTC)

  7

• Atom of Thoughts

  dioptx

  A

  license

  A

  quality

  D

  maintenance

  Structured reasoning MCP server that decomposes problems into atomic steps (premise, reasoning, hypothesis, verification, conclusion) with confidence scoring, live visualization, and approval feedback.

  Updated 3 months ago (2026-04-28 10:36 UTC)

  3

  73

  MIT

• Symphony of One MCP

  ai-wes

  A

  license

  A

  quality

  F

  maintenance

  A multi-agent orchestration system that enables multiple Claude instances to collaborate through a centralized hub with a shared workspace and real-time communication. It features integrated task management, role assignment, and persistent memory to facilitate complex, synchronized agent workflows.

  Updated a year ago (2025-07-01 13:38 UTC)

  12

  7

  4

  MIT

• mcp-chain-of-thought

  liorfranko

  A

  license

  B

  quality

  D

  maintenance

  mcp-chain-of-thought

  Updated a year ago (2025-05-07 08:48 UTC)

  15

  147

  21

  MIT

• Chain of Thought MCP Server

  beverm2391

  F

  license

  D

  quality

  D

  maintenance

  An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Qwen's qwq model, enabling LLMs to think step-by-step before responding.

  Updated a year ago (2025-03-23 01:43 UTC)

  1

  12

• io.github.DiaaAj/a-mem-mcp

  DiaaAj

  A

  license

  -

  quality

  D

  maintenance

  A-MEM is a self-evolving memory system for coding agents that automatically organizes knowledge into a Zettelkasten-style graph with dynamic relationships, enabling semantic and structural search.

  Updated 7 months ago (2026-01-17 02:58 UTC)

  34

  MIT

• phone-a-friend-mcp-server

  abhishekbhakat

  A

  license

  -

  quality

  C

  maintenance

  Enables AI-to-AI consultation for critical thinking and complex reasoning via OpenRouter, allowing one AI to delegate tasks to another AI model.

  Updated a year ago (2025-07-01 09:08 UTC)

  10

  MIT

• CHOFF-A-MCP (Anamnesis)

  dd-dent

  A

  license

  -

  quality

  D

  maintenance

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Updated a year ago (2025-07-03 18:20 UTC)

  1

  MIT

• Tree of Thoughts MCP Server

  NikkeTryHard

  F

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server that enables structured multi-path investigations using a Tree of Thoughts approach.

  Updated 3 months ago (2026-05-24 03:19 UTC)

  2

• inbox-to-action-mcp

  tarunlnmiit

  A

  license

  A

  quality

  A

  maintenance

  One-pass agentic inbox triage as an MCP server: fetch unread Gmail → classify (action_needed/fyi/newsletter/noise) → summarize → extract tasks → draft replies as Gmail DRAFTS (never sends) → flag calendar → write a triage report. Four stdio tools (fetch_emails, save_gmail_draft, append_tasks, write_report); the host is the LLM, so it runs keyless in Claude Code. Gmail scopes: readonly + compose

  Updated 16 days ago (2026-07-26 09:03 UTC)

  4

  MIT

• markdown-to-html

  fashionzzZ

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that converts Markdown content to HTML format.

  Updated a year ago (2025-06-03 09:34 UTC)

  1

  3,673

  2

  MIT

• Claude-to-Gemini MCP Server

  Yoon-jongho

  A

  license

  B

  quality

  C

  maintenance

  Enables Claude to use Google Gemini as a secondary AI through MCP for large-scale codebase analysis and complex reasoning tasks. Supports both Gemini Flash and Pro models with specialized functions for general queries and comprehensive code analysis.

  Updated 2 months ago (2026-06-13 12:31 UTC)

  4

  MIT

• Chain of Draft (CoD) MCP

  stat-guy

  F

  license

  B

  quality

  D

  maintenance

  Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.

  Updated a year ago (2025-03-04 00:57 UTC)

  7

  12

• speed-to-lead-agent

  OmateLabs

  A

  license

  -

  quality

  B

  maintenance

  MCP server for qualifying and responding to inbound leads in seconds using a multi-agent AI pipeline.

  Updated 2 days ago (2026-08-09 10:12 UTC)

  1

  MIT

• Idea-To-Prod

  Shira2299

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that turns a one-sentence idea into working, tested code using a pipeline of six AI agents, with optional deployment.

  Updated 5 days ago (2026-08-06 19:26 UTC)

  MIT

• call-a-human-mcp

  nishantmodak

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that enables AI agents to pause and request human approval or information via Slack, Telegram, or macOS dialogs before proceeding with actions.

  Updated 5 months ago (2026-03-03 00:53 UTC)

  14

  Apache 2.0

• Chain of Draft Prompt Tool

  brendancopley

  A

  license

  -

  quality

  C

  maintenance

  Transforms prompts into Chain of Draft (CoD) or Chain of Thought (CoT) format to enhance LLM reasoning quality while reducing token usage by up to 92.4%, supporting multiple LLM providers including Claude, GPT, Ollama, and local models.

  Updated a year ago (2025-09-08 15:59 UTC)

  19

  19

  MIT