Discover Awesome MCP Servers

excel-mcp

Enables reading and writing Excel workbooks (.xlsx) through MCP. Supports listing sheets, tables, pivot tables, reading cell data, exporting to CSV/text/Markdown, and creating/modifying Excel files.

mochi-mcp

Enables creating, managing, and reviewing Mochi flashcards via the Model Context Protocol, supporting card CRUD, deck organization, and spaced repetition review.

AgentGate

Human-in-the-loop approval gateway for agent tool calls: agents request, policies decide, humans approve via Slack/Discord/web — with an OWASP-LLM-Top-10-tagged audit trail. Self-hostable.

Mermaid Lint MCP

A tool for validating Mermaid diagram syntax through CLI and MCP interfaces, providing real-time error checking and line-specific feedback. It enables AI assistants to self-validate and debug generated diagrams across all Mermaid types, ensuring valid visual documentation.

mcp-python-server

A Python template for creating MCP servers with embedded documentation, featuring example weather service tools using the NWS API.

mcp-saos

MCP server for Polish case-law (SAOS) — Supreme Court, Constitutional Tribunal, common courts and KIO — with ECLI and verifiable citations.

MCP Server for Smithery Integration

MCP Server for integrating Greptile API with Smithery Framework, featuring rate limiting and API abstraction

Supply Chain MCP Server

Enables supply chain management tasks such as tracking shipments, managing inventory, and supplier scorecards through MCP protocol.

MCP Chess Server

Provides Chess.com player data integration, enabling AI assistants to fetch real-time chess player profiles and comprehensive statistics including ratings, game counts, and performance metrics from Chess.com's public API.

agent-replay-mcp

MCP server for recording, replaying, and comparing agent sessions to debug non-deterministic behavior and detect divergence.

mcp-redmine

MCP server for Redmine that provides full read/write coverage of issues, projects, wiki, time tracking, and more through 73 tools via the Redmine REST API.

Read-Only vSphere MCP Server

Connects MCP-compatible coding agents to VMware vCenter to query information about virtual machines, hosts, clusters, datastores, datacenters, and networks.

MCP Server for ETL Orchestration

Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena, and S3, allowing LLM agents to control and monitor data infrastructure.

@nebelov/yougile-mcp

MCP server for YouGile project management. Provides 57 tools covering 100% of the YouGile API v2, enabling AI agents to manage projects, boards, tasks, and chat directly through natural language.

multi-agent-mcp

An MCP server that exposes web lookup, save note, and list notes tools for a router-research-writer agent pipeline, enabling coordinated multi-agent workflows via the Model Context Protocol.

map-dronelytics

US drone airspace intelligence and mission planning. 24 MCP tools: check airspace restrictions across 11 FAA data layers, plan grid/orbit/corridor surveys, validate Part 107 compliance, generate pre-flight briefings, and export to KML/GPX/QGC/Litchi/WPML.

farebox-mcp

Crypto-native LLM gateway with OpenAI-compatible API and per-token USDC payments on Solana via the x402 protocol.

skillmcp

Turns any folder of agent skills into a live MCP server, exposing skills_list, skills_get, and skills_search tools with zero-dependency stdio support.

undesirables-mcp-server

35+ tool MCP server for TCG collectibles and AI agents. Vision AI card grading (PSA/Beckett), Monte Carlo price simulation, AI music generation, local image generation, TTS, RAG memory, and financial analytics — all running 100% locally with zero telemetry.

SQLite MCP Server

Enables AI assistants to interact with SQLite databases by executing read and write queries, listing tables, and inspecting schemas. It provides a secure, local interface for database management and data retrieval through the Model Context Protocol.

ReefAPI MCP

One MCP server providing access to 160+ live web data APIs (search, social media, e-commerce, real estate, jobs, travel, news, finance, and more) using dynamic discovery via 4 generic tools to avoid the agent's tool limit.

logix-mcp

Enables live tag read/write access to Rockwell Automation Logix5000 controllers over EtherNet/IP without requiring Studio 5000 Logix Designer, including discovery, tag listing, and batch operations.

Rozkoduj MCP

Provides AI assistants with market screening, analysis, and scoring across stocks, crypto, and forex, enabling natural language queries for trading insights.

polybugger-mcp

Multi-language MCP debugger for AI agents that supports Python, JavaScript/TypeScript, Go, Rust, and C/C++ with features like container debugging, session recovery, and watch expressions.

Mnemosyne MCP

An active, stateful software knowledge graph engine that serves as an 'all-knowing development partner' for AI agents and human developers by modeling software projects into queryable knowledge graphs.

Foundry VTT MCP Server

Enables AI agents to interact with Foundry Virtual Tabletop, supporting reading world data, managing combat, rolling dice, and updating actor attributes via a sidecar architecture.

mureo

Open-source framework for AI agents (Claude Code, Cursor, Codex, Gemini) to autonomously operate Google Ads, Meta Ads, and Search Console. Grounded in a local STRATEGY.md — not metric-chasing. Defense-in-depth security, local-first. Apache 2.0.

Professional Penetration Testing MCP Server

Provides access to over 40 industry-standard penetration testing tools, including Nmap, SQLMap, and Metasploit, within an isolated Kali Linux Docker container. It enables security professionals to perform comprehensive network reconnaissance, web application testing, and vulnerability research through natural language commands.

browsermcp

Fork of Browser MCP with improved reliability, logging, and exit code handling; enables browser automation through MCP protocol.