Discover Awesome MCP Servers

aegis-crew

A secure MCP server enabling tool calls (kb_search, read_doc, publish_report) through a zero-trust CapabilityBroker with OWASP LLM Top-10 guardrails and human-in-the-loop approval.

tokensave

Supercharge your Agent with Semantic Code Intelligence and save 💰 in the process!

WinKit

A Windows observability MCP server that lets AI agents inspect system health, processes, performance, hardware, and Windows diagnostics. WinKit provides real-time system data and diagnostic signals so AI agents can understand and troubleshoot Windows PCs.

ainative-opencode-memory-mcp

Provides persistent memory for OpenCode coding agents, allowing them to store and recall architecture decisions, conventions, and gotchas across sessions via semantic search.

mcp-coordinator

Prevents AI coding agents from conflicting by coordinating file claims and resolving conflicts in real-time across multiple sessions.

xcsc-tushare-mcp

A FastMCP-based MCP server that provides AI assistants with access to XCSC Tushare financial data APIs, supporting stdio and HTTP transport for stocks, indices, funds, and more.

Discord MCP Server

A secure server that enables interaction with Discord channels through JWT-authenticated API calls, allowing users to send messages, fetch channel data, search content, and perform moderation actions.

GitLab MCP Server

A Model Context Protocol (MCP) server for GitLab integration, written in TypeScript. This server allows you to interact with GitLab merge requests, commits, pipelines, and jobs through MCP tools.

mcpilot

Context-aware MCP server advisor. Tells you what to install for your specific project — and why.

GeoCroissant MCP Server

Enables discovering and searching Earth observation datasets from STAC catalogs, generating validated GeoCroissant metadata, inspecting document structure, and previewing records for geospatial ML workflows.

metrillm-mcp

Enables benchmarking of local LLM models (performance and quality) and sharing results to a public leaderboard via MCP tools.

TestRail MCP Server

Enables comprehensive TestRail test management integration with support for projects, test cases, runs, results, advanced reporting, analytics, and AutoSpectra test automation framework synchronization.

Claude + Notion MCP Demo

Runs an offline MCP server over a synthetic two-client workspace, enabling safe page searches and table edits while refusing ambiguous requests.

WayStation MCP Server

Enables connecting MCP hosts like Claude to various productivity tools (Notion, Monday, Jira, etc.) through a secure no-code integration hub.

MCP Workflow Tracker

Provides observability for multi-agent workflows by tracking hierarchical task structure, architectural decisions, reasoning, encountered problems, code modifications with Git diffs, and temporal metrics.

LibreOffice MCP Server

Enables AI assistants to create, read, convert, and manipulate LibreOffice documents programmatically, supporting 50+ file formats including Writer, Calc, Impress documents with real-time editing, batch operations, and document analysis capabilities.

argocd-mcp

argocd-mcp

Immich MCP Server

Enables users to search and retrieve photos from a self-hosted Immich photo library via natural language, supporting CLIP-based semantic search, metadata filtering, album browsing, and share link creation.

MCP_3

Provides paper search and management capabilities along with weather queries, demonstrating MCP integration for AI systems to interact with external resources and tools.

@abbababa/mcp

An MCP server providing 46 tools for A2A commerce discovery, agent orchestration, and dispute protection, enabling marketplace search, agent registration, escrow disputes, and more.

pyautogui_mcp_server

Enables GUI automation by executing Python code with instrumented pyautogui, providing MCP-friendly output and inline screenshot delivery.

Modular RAG MCP Server

Enables AI assistants to perform retrieval-augmented generation with hybrid search, reranking, multi-modal image processing, and RAG evaluation through standardized MCP tools.

exa-websets-mcp

Unified gateway to Exa, Websets, and Deep Search for code search, deep research, and structured citations via any MCP client.

AgentLinkWP

Enables MCP-compatible AI agents to securely manage multiple self-hosted WordPress sites, including content editing, theme management, and maintenance operations with fine-grained permission controls.

Raja SQL MCP

An MCP server for interacting with SQLite databases, enabling SQL query execution, schema inspection, and CRUD operations.

@datalanguage/datagraphs-mcp-server

MCP server that connects AI assistants to the Data Graphs knowledge graph platform, enabling natural language search, exploration, and querying of graph data.

mcw

Multi-chain wallet MCP server that enables AI agents to manage Bitcoin, Ethereum, Solana, and Tron wallets via tools for addresses, balances, transactions, and token operations.

GitHub MCP Server

Enables AI agents to interact with GitHub repositories, issues, pull requests, code, and more through a comprehensive set of tools.

Mimir

Local-first memory and retrieval for private project knowledge. Enables indexing files, searching, and asking questions about project documents using local embeddings and LLM.

PNDA-MCP

Enables AI agents to search and retrieve metadata and data files from Peru's National Open Data Platform, and generate Jupyter notebooks for data analysis.