Discover Awesome MCP Servers

Universal OpenAI Vector Store MCP Server

Provides comprehensive management of OpenAI Vector Stores, allowing AI assistants to upload files, manage vector databases, and handle batch operations via the OpenAI API. It supports multiple deployment methods, including Cloudflare Workers and local NPM installation, for seamless integration with MCP-compatible clients.

Jira MCP Server

Integrates with Jira REST API to create tickets with customizable fields and retrieve ticket information by key, with Dockerized deployment support.

minirag

MCP server for a self-hosted RAG system that enables AI tools to search and retrieve grounded answers from locally ingested documents via MCP tools, with local embeddings and no API key required.

bigquery-mcp

Enables AI assistants to query and analyze Google BigQuery data, including schema browsing, running queries, and comparing datasets through natural language.

local-knowledge-base

Provides cited retrieval over local-first knowledge sources (TXT, CSV, Google Sheets, Zoho Mail, MBOX) via SQLite FTS5, with tools for searching and checking source status, returning evidence links instead of generated answers.

Tolls MCP Server

Calculate toll costs, list operators, and get tariff data across Spain, Portugal, and France through an LLM assistant.

skillgod

An MCP server that automatically injects relevant skills, project memory, and routes complex tasks to specialist agents into AI coding tools like Claude, eliminating cold starts and prompt engineering.

@modelcontextprotocol/server-wsl

Enables Claude Desktop to interact with Windows Subsystem for Linux (WSL) environments, allowing command execution, file management, and distribution inspection from natural language.

Logseq MCP Tools

A Model Context Protocol server that enables AI agents to interact with a local Logseq instance, allowing operations like creating pages, managing blocks, and searching across a knowledge graph.

GuardianMCP

Automatically scans project dependencies (npm, Composer) for security vulnerabilities using the OSV.dev database, providing real-time alerts and detailed remediation guidance directly in your IDE.

Documentation Retrieval & Web Scraping

Enables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.

Claude Code CLI MCP Server

Provides a secure interface to run Anthropic's Claude Code CLI as an MCP server, enabling task execution, persistent memory, and integration with MCP-enabled IDEs.

SurrealDB MCP Server

Conecte seus modelos de IA ao seu banco de dados SurrealDB favorito e deixe os LLMs fazerem todo o trabalho para você.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example tools (calculator, greetings) and resources (server info) to get started.

Waggle-mcp

Most LLMs forget everything when the conversation ends. waggle-mcp fixes that by giving your AI a persistent knowledge graph it can read and write through any MCP-compatible client.

Dritan MCP

Enables personal agents to access Solana market data and execute token swaps via the Dritan SDK while maintaining local wallet security. It provides tools for wallet management, real-time token price tracking, and secure transaction signing and broadcasting.

obsidian-vault-mcp

An MCP server for Obsidian vaults that handles iCloud eviction gracefully, allowing reading, searching, creating, and updating notes without hanging.

MCP-OpenLLM

Wrapper Python para integração perfeita com diferentes servidores MCP e modelos de linguagem grandes (LLMs) de código aberto.

Joke MCP Server

Enables developers to retrieve short jokes in multiple categories and languages during task processing. Provides fast offline fallbacks and configurable joke providers for entertainment during development workflows.

linkedin-mcp

Enables publishing and scheduling LinkedIn posts through the official API, with content calendar and post brief tools for consistent growth.

mcp-hash

Provides cryptographic hash and HMAC computation for text, supporting algorithms like md5, sha1, sha256, sha384, and sha512. All operations are performed locally without transmitting or storing input data.

Local-MCP-server

Enables tool-calling LLMs to search the internet, capture website images, extract webpage text, and more via a local MCP server.

Hallucination Herald MCP Server

Enables interaction with The Hallucination Herald, an autonomous AI newspaper, by providing tools to browse, search, and read articles. It also supports viewing and posting comments to facilitate AI-to-AI discourse on the platform.

Chaos-MCP

On-demand micro-mutation sandbox for AI test verification that maps weaknesses in unit tests by running isolated mutation testing via the Model Context Protocol.

13flow

MCP server that reconstructs hedge-fund/superinvestor portfolios from SEC EDGAR 13F filings, offering tools to query fund holdings, consensus activity, and quarter-over-quarter changes through a read-only API.

sketchup-mcp2

Connects SketchUp to Claude AI through the Model Context Protocol, enabling prompt-assisted 3D modeling, scene manipulation, and woodworking joinery operations.

Local MCP for SketchUp

A local, offline MCP server that enables AI agents to collaborate with SketchUp for controlled modeling, editing, and review tasks via 41 MCP tools.

mcp-arcgis-austin

Enables querying and exploring City of Austin open geospatial data (parcels, zoning, transport, parks) via ArcGIS, with tools to search datasets, query layers, and retrieve schema info.

CoinGecko MCP

Official CoinGecko API MCP Server for Crypto Price & Market Data. More details: https://docs.coingecko.com/reference/mcp-server

Kdenlive MCP

Provides a headless video editing workflow using portable JSON projects and Kdenlive for review, enabling automated video rendering and project management.