AI & Machine Learning
8663 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 1701 |
media-gen-mcp
TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media gen…
|
68 | C | 73 | 72 | — | 55 | 67 | ||
| 1702 |
memoryOSS
Persistent long-term memory for AI agents. Local proxy + MCP memory layer for C…
|
68 | C | 90 | — | — | 79 | 80 | ||
| 1703 |
Aider MCP Server
A Model Context Protocol server that connects Claude and other MCP clients to A…
|
68 | C | 69 | 56 | — | 43 | 80 | ||
| 1704 |
Wordware MCP Server
A Model Context Protocol server implementation that integrates Wordware flows a…
|
68 | C | 77 | 35 | — | 40 | 95 | ||
| 1705 |
multi-gmail-mcp
Manage multiple Gmail accounts in Claude Desktop — search, send, reply, draft, …
|
68 | C | 78 | — | — | 31 | 83 | ||
| 1706 |
unreal-mcp
Enables Claude Desktop to interact with Unreal Engine 5.3 via Remote Control AP…
|
68 | C | 84 | 28 | — | 36 | 95 | ||
| 1707 |
gpt-researcher
An autonomous agent that conducts deep research on any data using any LLM provi…
|
68 | C | 64 | 36 | — | 80 | 95 | ||
| 1708 |
gmail-mcp
A minimal MCP server that enables Claude to search, read, and manage Gmail mess…
|
68 | C | 72 | — | — | 45 | 81 | ||
| 1709 |
MCP MITM Mem0
Intercepts Claude conversations via MITM proxy and stores them in Mem0, enablin…
|
68 | C | 66 | 63 | — | 26 | 81 | ||
| 1710 |
MemoVault
A personal memory system that provides AI assistants with long-term memory capa…
|
68 | C | 60 | 55 | — | 51 | 82 | ||
| 1711 |
Excel-MCP-Server-Master
Excel MCP Server - Manipulate Excel files without Microsoft Excel. Model Contex…
|
68 | C | 90 | 22 | — | 56 | 95 | ||
| 1712 |
zsh-tool
Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.
|
68 | C | 90 | 26 | — | 72 | 81 | ||
| 1713 |
FilesystemMCP
A local, customizable MCP server for filesystem access that extends the officia…
|
68 | C | 78 | 61 | — | 35 | 89 | ||
| 1714 |
Weather MCP Server
A Model Context Protocol compatible server that provides weather information fo…
|
68 | C | 66 | 100 | — | 22 | 95 | ||
| 1715 |
MCP Server with LLM Integration
Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaini…
|
68 | C | 84 | 53 | — | 23 | 76 | ||
| 1716 |
comet-mcp
An MCP server that connects Claude to Perplexity Comet for agentic web browsing…
|
68 | C | 63 | 56 | — | 51 | 80 | ||
| 1717 |
cognitive-ai-memory
Ebbinghaus-based persistent memory for Claude. Memories decay with time, streng…
|
68 | C | 78 | 53 | — | 30 | 80 | ||
| 1718 |
websearch-mcp
Enables web searching via SearXNG, page content extraction with Crawl4AI, and i…
|
68 | C | 76 | 38 | — | 48 | 81 | ||
| 1719 |
perfetto-mcp-rs
MCP server for analyzing Perfetto traces with LLMs — query .pftrace files in Pe…
|
68 | C | 43 | — | — | 73 | 95 | ||
| 1720 |
Knowledge Base MCP Server
A zero-dependency MCP server that provides a persistent personal knowledge base…
|
68 | C | 78 | 33 | — | 27 | 95 | ||
| 1721 |
firewalla-mcp-server
A read-only MCP server that enables Claude to audit Firewalla network security …
|
68 | C | 72 | — | — | 44 | 81 | ||
| 1722 |
feishu-mcp
Enables AI coding agents like Cursor and Claude Code to interact with Feishu (L…
|
68 | C | 68 | — | — | 50 | 81 | ||
| 1723 |
Git Auto Commit MCP Server
Analyzes git changes in repositories and generates conventional commit messages…
|
68 | C | 70 | 62 | — | 43 | 71 | ||
| 1724 |
Gemini Web Search MCP Server
Enables web search capabilities by integrating with the local gemini-cli tool. …
|
68 | C | 66 | 55 | — | 26 | 87 | ||
| 1725 |
BlenderMCP
Enables Claude AI to directly control Blender for automated 3D modeling, scene …
|
68 | C | 82 | 75 | — | 30 | 74 | ||
| 1726 |
mcp-doctor
Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude C…
|
68 | C | 72 | 25 | — | 72 | 80 | ||
| 1727 |
minimal-mcp-server
A minimal MCP server implementation designed for learning how to integrate tool…
|
68 | C | 60 | 100 | — | 30 | 95 | ||
| 1728 |
Naver Search Docs MCP Server
Searches for official documentation using Naver Search API and filters results …
|
68 | C | 80 | 53 | — | 26 | 78 | ||
| 1729 |
Boring Gemini
An autonomous AI development agent that enables full-stack coding, automated ve…
|
68 | C | 70 | 37 | — | 87 | 81 | ||
| 1730 |
estudIA-MCP
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
|
68 | C | 70 | 66 | — | 22 | 81 | ||
| 1731 |
UpMath MCP Server
Enables Claude Code to render LaTeX equations, TikZ diagrams, and documents int…
|
68 | C | 78 | — | — | 35 | 81 | ||
| 1732 |
Databricks MCP Server
A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Co…
|
68 | C | 66 | 82 | — | 25 | 95 | ||
| 1733 |
cdmx-mcp
Provides direct access to Mexico City's open data including crime, 911 calls, a…
|
68 | C | 66 | — | — | 56 | 81 | ||
| 1734 |
Roam Research MCP Server
A Model Context Protocol server that enables Claude Desktop to read from and wr…
|
68 | C | 39 | 82 | — | 23 | 95 | ||
| 1735 |
lyra-tool-discovery
AI powered automation toolkit which acts as an agent that discovers MCP servers…
|
68 | C | 64 | 42 | — | 71 | 95 | ||
| 1736 |
Alpaca MCP Server
Enables natural language trading operations through Alpaca's Trading API, suppo…
|
68 | C | 72 | 43 | — | 42 | 81 | ||
| 1737 |
MCP Goodnews
A Model Context Protocol server that fetches and ranks positive news articles f…
|
68 | C | 51 | 57 | — | 70 | 81 | ||
| 1738 |
WOOFi Pro MCP Server
Provides a suite of 40 comprehensive trading tools for managing WOOFi Pro and O…
|
68 | C | 66 | 70 | — | 52 | 82 | ||
| 1739 |
SwaggerMcp
A service that dynamically generates MCP tools from Swagger/OpenAPI documentati…
|
68 | C | 78 | 72 | — | 42 | 81 | ||
| 1740 |
Code Summarizer MCP
Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code…
|
68 | C | 72 | 72 | — | 24 | 81 | ||
| 1741 |
Ndlovu Code Reviewer
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
|
68 | C | 76 | 87 | — | 26 | 95 | ||
| 1742 |
tech-collector-mcp
Aggregates technical articles from multiple sources (Qiita, Dev.to, NewsAPI, Ha…
|
68 | C | 72 | 67 | — | 24 | 81 | ||
| 1743 |
SEOforGPT MCP Server
Enables AI-driven brand visibility monitoring and SEO project management via th…
|
68 | C | 78 | — | — | 35 | 81 | ||
| 1744 |
Gemini Docs MCP Server
Provides tools to search and retrieve Google Gemini API documentation with full…
|
68 | C | 66 | 33 | — | 59 | 92 | ||
| 1745 |
Gemini Agent MCP Server
Provides tools for managing todo lists, checking weather, and accessing user in…
|
68 | C | 78 | — | — | 34 | 81 | ||
| 1746 |
mcp-search-linkup
Give Claude access to real-time knowledge and premium content. Get rid of Claud…
|
68 | C | 80 | 22 | — | 68 | 81 | ||
| 1747 |
Vibe Worldbuilding MCP
A Model Context Protocol for creating detailed fictional worlds with Claude, fe…
|
68 | C | 78 | 91 | — | 30 | 80 | ||
| 1748 |
Clockify Master MCP
Integrates Clockify time tracking directly into Claude Desktop, enabling users …
|
68 | C | 78 | 68 | — | 34 | 81 | ||
| 1749 |
Zikkaron
Biologically-inspired persistent memory engine for Claude Code MCP agents
|
68 | C | 66 | 28 | — | 68 | 95 | ||
| 1750 |
Interactive Feedback MCP
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
|
68 | C | 54 | 58 | — | 40 | 95 |