Discover Awesome MCP Servers

self-host-fusion360-MCP

A self-hosted MCP server that lets Claude (or any MCP client) drive Autodesk Fusion 360 on your own machine.

Redmine MCP Server

Enables AI assistants to manage Redmine issues, projects, time tracking, wiki, and files via the MCP protocol.

reflect-mcp

Enables AI assistants to create notes, save links, append to daily notes, and manage knowledge graphs in Reflect via the Reflect Notes API, with OAuth2 authentication and token management.

Dash Robot MCP Server

Enables controlling Wonder Workshop's Dash robot through Claude, supporting movements, sounds, lights, head movements, and photo capture.

Mnemosyne MCP

Provides persistent knowledge graph memory for AI agents with local semantic search using Neo4j and ONNX embeddings, enabling offline operation with zero API costs.

MCP Dispatch Agent

An MCP server for freight dispatchers that takes natural language orders, selects vehicles, checks regulations via RAG, and prepares documents for clients and drivers.

n8n-ops-mcp

Provides ops-focused n8n tools for MCP-compatible agents, enabling listing, inspecting, triggering, validating, managing tags, running security audits, and safely editing n8n workflows with auto-backup and confirm gates.

Delphi Build MCP Server

Enables AI coding agents to compile Delphi projects programmatically by parsing .dproj files, executing the Delphi compiler, and returning structured error results with multi-language support and automatic configuration generation from IDE build logs.

mcp-jp-fts

Enables Japanese full-text search on local text files using SQLite FTS5 and SudachiPy. Supports indexing directories, searching with morphological analysis, and retrieving ranked results with snippets.

MCP Local Database Server

Enables task management through a local MySQL database, supporting full CRUD operations and automated tracking of status transitions. Users can create, search, and update tasks while maintaining a detailed progress history for all activities.

Site Knowledge

Crawls a website, indexes its content, and answers questions with cited sources over MCP.

tardigrade-shield

Model-agnostic cybersecurity MCP server for CMMC 2.0 compliance workflows with air-gapped Ollama mode.

npm-dev-mcp

MCP server that manages npm run dev processes, automatically detecting projects, running them in the background, monitoring logs, and managing ports.

NegativeEV

Grades sports bets against thousands of play-by-play simulations, reporting simulated probability, implied probability, and edge.

Spix

Give AI agents a real phone number and voice. Make calls, send email, manage contacts — 26 tools, 12 resources.

News API MCP Server

Enables AI assistants to search news articles, get top headlines, and browse sources via the NewsAPI.org service.

deepseek-code-worker-mcp

Offloads expensive code reading, editing, and checking tasks to DeepSeek through Claude Code, saving Codex main-thread tokens by 40-60%.

mimo-free-api-mcp

OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enabling search and vision capabilities in clients like Claude and Cursor.

GRC MCP Server

A Model Context Protocol (MCP) server that enables AI agents to interact with IBM OpenPages GRC platform through a standardized interface.

Swiss Law Local Search

Provides offline full-text search across 35,000+ Swiss laws from all cantons and federal level using SQLite FTS5 indexing. Enables querying laws, articles, and metadata through natural language.

Currency MCP Agent

Local service for currency rates and conversion using MCP and agent layer. Accepts user requests, selects appropriate tool, and returns structured responses.

rei-memory-mcp

Read-only MCP server that lets Claude/Rei query a curated SEED_KERNEL repository of over 1,677 theories via full-text search, ID lookup, or STEP metadata.

@debugai/mcp

Enables AI agents to debug errors by providing root cause analysis and ranked fixes with code patches. Supports any MCP client.

Swarmrails MCP

Enables interaction with various Bittensor subnets and SharpSignal prediction market intelligence directly from AI assistants like Claude. It supports diverse capabilities including text generation, image/video creation, forecasting, and 3D asset generation using a pay-as-you-go model via USDC on the Base blockchain.

RepoPilot MCP Server

Enables interaction with indexed Python repositories through MCP tools for repository map, symbol search, file reading, and reference lookup.

FinanceMCP

Professional financial data MCP server integrating Tushare API, providing real-time financial data and technical indicators analysis for stocks, indices, funds, bonds, and cryptocurrencies across multiple markets (A-share, US, HK, crypto).

Loki MCP Server

Enables AI models to query and analyze Kubernetes cluster logs through Grafana Loki, supporting semantic operations like error aggregation and pod restart detection. It provides tools for regex-based log searching and namespace discovery to facilitate natural language troubleshooting.

Weavatrix

Provides a dependency graph of any local repository with tools for change impact, transitive dependents, health audits, and more, enabling AI coding agents to see structure and refactor safely.

Kokkai Minutes MCP Agent

Provides a structured interface to the Japanese National Diet Library's parliamentary proceedings API, allowing AI models to search and retrieve Diet meeting records and speeches.