AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| matlab-mcp-server The MATLAB MCP server provides AI users with powerful scientific computing and data analysis capabilities. It allows users to execute MATLAB code directly in conversations, generate MATLAB scripts from natural language descriptions, and access MATLAB documentation. | JavaScript | 55 | — |
| Matryoshka MCP server for token-efficient large document analysis via the use of REPL state | TypeScript | 133 | — |
| maven-mcp-server An MCP (Model Context Protocol) server that provides tools for checking Maven dependency versions. | JavaScript | 32 | — |
| maxia-oracle Multi-source crypto & equity price feed for AI agents. Aggregates Pyth, Chainlink, CoinPaprika, RedStone, Uniswap v3. 91 symbols, cross-validated with confidence score. Free tier: 100 req/day. Data feed only. Not investment advice. No custody. No KYC. | — | — | — |
| MaxKB 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 | Python | 20.9k | — |
| maya-mcp-server MCP server for interacting with Autodesk Maya sessions | Python | — | — |
| may-mcp An MCP server for interating with your email | TypeScript | 0 | — |
| mclabs.gcp-diagram-mcp-server An MCP server that seamlessly creates GCP diagrams using the Python diagrams package DSL | Python | — | — |
| @mclawnet/mcp-server MCP server exposing ClawNet capabilities (skills, memory, evolution, tasks, inbox) to any Model Context Protocol client. | TypeScript | — | — |
| mcp-1c MCP server for 1C:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero dependencies, 9 tools. | Go | 92 | — |
| mcp-a2a-swap A2A-Swap is a constant-product AMM (x·y=k) built from first principles for AI agents, trading bots, and on-chain programs. No browser widget. No JavaScript bundle. No human-readable UI. Every operation is a single typed function call or CLI command. | — | — | — |
| mcp-adr-analysis-server MCP server for analyzing Architectural Decision Records and project architecture | TypeScript | — | — |
| mcp-agent Build effective agents using Model Context Protocol and simple workflow patterns | Python | 8.3k | — |
| mcp-agent-starter-kit Production-ready MCP Agent starter kit with TypeScript/Python templates, Docker, CI, and one-click bootstrap | TypeScript | 1 | — |
| mcp-airtable MCP server for Airtable integration. Enables AI assistants to perform CRUD operations, batch processing, native file attachments, smart upserts, and more. Features retry with backoff, circuit breakers, request deduplication, health checks, and Sentry integration. Works with Claude Desktop and other MCP-compatible clients. | TypeScript | 0 | — |
| mcp-aoai-web-browsing A minimal Model Context Protocol 🖥️ server/client🧑💻with OpenAI and 🌐 web browser control via Playwright. | Python | 33 | — |
| mcp-apple-music Full Apple Music integration for Claude via MCP — search catalog, manage library & playlists | Python | 22 | — |
| mcp-apple-notes An local mcp server for interacting with Apple Notes via LLM. | Python | 49 | — |
| mcp-apply-server An intelligent code editing server implementing the Model Context Protocol (MCP) with Morph AI integration. This server enables advanced code manipulation capabilities in editors like Cursor and Emacs through its smart patching functionality. | TypeScript | 0 | — |
| @mcp-apps/azure-devops-mcp-server A Model Context Protocol (MCP) server for Azure DevOps integration | TypeScript | — | — |
| @mcp-apps/pdf-tools-mcp-server MCP server for interacting with PDF documents | TypeScript | — | — |
| MCP Audit Context-engineering audits for AI agents, surfacing the top 3 issues per scan. | TypeScript | 0 | — |
| mcp-bench MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers | Python | 481 | — |
| mcpbind-email-mcp-server MCP Server Package: email-mcp-server | Python | — | — |
| mcpbind-gmail-mcp-server MCP Server Package: gmail-mcp-server | Python | — | — |