Discover Awesome MCP Servers

CodeGraph

Enables AI agents to search code by meaning, explore codebase structure, store and query knowledge with temporal facts, and read source code through a set of MCP tools.

code-review-mcp

An MCP server that provides local code quality analysis for AI coding assistants, supporting file analysis, git diff review, and full project scanning with quality scoring.

mcp-komodo

MCP server for the Komodo DevOps platform that enables managing servers, stacks, deployments, builds, and more through natural language.

webdev-mcp

An MCP server providing web development tools such as screen capturing capabilities that let AI agents take and work with screenshots of the user's screen.

llm-vision-mcp

Provides vision capabilities to text-only LLMs by analyzing image files via Qwen-VL and returning textual descriptions, with support for OCR, UI analysis, diagram/chart understanding, and code extraction through MCP stdio.

gemini-mcp

A lightweight MCP server that exposes Google Gemini as tools for Claude Code, enabling question answering, code analysis, multi-turn chat, and model listing.

free-search-mcp

A local-first, no-API-key MCP server that enables LLMs to search the web, fetch pages, and read documents using multiple engines and smart fallbacks.

groundlight-mcp-server

Groundlight 用の MCP サーバー

repo-rag

Enables conversational queries about a GitHub user's profile, using lazy indexing and tool calls to retrieve repository info and file contents, with cached results for efficiency.

Excalidraw MCP Server

A Model Context Protocol server that enables LLMs to create, modify and manipulate Excalidraw diagrams through a structured API, supporting element creation, styling, organization, and scene management.

@cyanheads/secedgar-mcp-server

Query SEC EDGAR filings, XBRL financials, and company data through MCP.

tollboothswap-mcp

MCP server for non-custodial token swaps and honeypot/rug-pull safety checks across 8 blockchains, with free quotes and paid x402-based transaction builds and security screenings.

MCP BaoStock Server

提供股票数据查询的MCP服务器，支持股票信息、K线历史、财务指标等市场数据获取。

MCP Journaling Server

The MCP server transforms chats with Claude into journaling sessions, saving conversations locally and allowing the LLM to retrieve previous sessions to create continuity in discussions about daily activities.

csv-analyzer-mcp

Enables AI assistants to analyze CSV files by providing statistical analysis and structural summaries via MCP tools.

@mrrlin-dev/external-agents

Routes work from your coding agent across 20+ free-tier LLMs to cut costs 10-100x using a round-robin dispatch pool with cooldown-aware auto-fallback.

afya-ya-akili-mcp

Provides mental health resources for Kenya including therapist finder, crisis lines, rights under Kenya Mental Health Act, workplace wellness, and self-help resources.

remote-mcp

An MCP server that lets you execute commands, manage files, run persistent shell sessions, transfer large files, and control background processes on remote machines via a lightweight HTTP agent, useful when SSH/WinRM/SMB are unavailable.

mcp-cbr-rates

Central Bank of Russia (CBR) data for AI agents — daily and historical currency rates, key rate, inflation, and macro statistics. Five typed MCP tools, in-memory TTL cache, MIT-licensed, no API key required.

urlscan-mcp

MCP server for urlscan.io that scans URLs, searches historical scan data, and assesses indicators with compact, context-efficient summaries instead of raw API responses.

revibe-mcp

Enables analysis of any GitHub repository to get architecture, file roles, execution flows, system design Q\&A, and structured agent context. Works with MCP-compatible clients like Claude Desktop, Cursor, and Windsurf.

image-relay-mcp

Fetches images from allowed hosts (e.g., Hugging Face Spaces) and returns them as inline content to Claude, bypassing the sandbox's network restrictions.

Grep App MCP Server

Enables powerful code search across millions of public GitHub repositories using grep.app API, with capabilities to discover code examples, retrieve specific files, and batch fetch multiple files for learning from open source projects.

MCP SSH Proxy

A human-in-the-loop SSH bridge for AI agents that requires approval for every command before execution on configured servers.

odin

Provides a specification-driven workflow layer for AI-assisted coding, enabling agents to follow an explicit 11-phase feature workflow with checkpoints, artifacts, and quality gates.

Minecraft Bedrock MCP Server

A TypeScript-based server that enables AI-powered control of Minecraft Bedrock Edition through 15 powerful tools for player movement, agent operations, world manipulation, and building complex structures.

grounded-support-agent

An MCP server that acts as a governed customer-support tool, resolving questions only when the knowledge base supports a cited, grounded answer and honestly escalating everything else with provenance and evidence.

mcp-google-workspace-agent

This MCP server enables natural language management of Google Calendar and Google Sheets, exposing tools for scheduling, updating, searching events, managing spreadsheets, and more. It uses an LLM to automatically select and chain tool calls based on user requests.

Craft MCP Server

A lightweight MCP server providing read access to craft.io workspaces and items like products and features. It enables users to query workspace details and retrieve specific items through the Model Context Protocol.

Conekta MCP Server

Enables interaction with the Conekta payment API to manage orders, customers, subscriptions, and financial transactions. It provides a comprehensive suite of tools for core payment operations like processing refunds, creating checkouts, and monitoring account balances.