Discover Awesome MCP Servers

grasp-mcp-server

36 tools for codebase dependency analysis, architecture mapping, circular deps, security scanning, dead code, git timeline, and CI tracking. Works with GitHub repos and local directories.

GitLab MCP Server

Enables interaction with GitLab repositories through secure OAuth 2.0 authentication. Supports comprehensive GitLab operations including merge requests, issues, file management, commits, and branch operations through natural language.

codecov-mcp-server

MCP server for Codecov that provides tools to get commit coverage totals and prompts to suggest tests to write.

Claude Stats MCP

Provides statistical analysis and usage tracking for Claude Code, enabling users to query daily/monthly stats, compare users, analyze trends, detect anomalies, and generate usage reports through natural language.

Gmail MCP

Local MCP server providing Gmail tools (search, read, draft, send, trash) via Google's official API, integrated with GitHub Copilot CLI.

mcp_servers

模型上下文协议服务器 (Móxíng shàngxiàwén xiéyì fúwùqì)

mcp-stat-ee

Access Statistics Estonia (andmed.stat.ee) PxWeb data without API key. Enables navigating subject trees, retrieving table metadata, and querying tabular data with filters.

Tencent Ad MCP Server

Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI assistants to directly manage ads, creatives, reports, and more via natural language.

mm-ibkr-mcp

MCP server for Interactive Brokers that enables account monitoring, order preview, trade execution, and basket trading with human-in-the-loop approval via Telegram and SQLite-backed audit.

BigTime MCP Server

Provides Claude with access to BigTime's time tracking and project management API, enabling retrieval of clients, projects, staff, time entries, and daily totals.

gemmy-notion-mcp

Notion API MCP server for Claude Code to manipulate Notion pages, blocks, and databases with batch operations and Windows compatibility.

mcp-counter-server

Provides stateful counter tools for AI assistants, enabling accurate counting and tracking of metrics via tag-based or direct tool calls.

Tmux MCP Server

Enables AI assistants to manage local tmux sessions, including creating and controlling sessions, windows, and panes, sending commands, and capturing terminal output.

daylens-mcp

Connects AI assistants like Cursor and Claude to your local Daylens timeline so they can answer questions about your past work sessions, no cloud or API keys needed.

html2md-mcp

Converts HTML webpages to clean Markdown format, reducing size by ~90-95% while preserving tables, images, and important content. Supports both simple HTTP fetch and Playwright browser mode for JavaScript-heavy or authenticated pages.

ContextSkeleton

An MCP server that folds function and class implementations into structural skeletons while preserving signatures, interfaces, and docstrings, reducing tokens by up to 90%+ for AI agents. Exposes tools to get repository skeletons, unfold specific symbols on demand, and retrieve exact token and prompt cost savings metrics.

mcp-weather

A TypeScript-based MCP server that facilitates note management and weather queries. It enables users to create, access, and summarize notes while providing integration for services like flomo.

changelogai

Generate professional changelogs from git history and suggest semver bumps, with optional AI enhancement via Claude.

Zig Server

提供 Zig 语言工具和代码分析，通过 Zig 特定的功能（如代码优化、计算单元估算、代码生成和最佳实践建议）来增强 AI 能力。

toss-mcp

Provides AI agents with access to Toss developer documentation and icon catalogs, enabling search and retrieval of official docs and icon usage recommendations.

erickwendel-contributions-mcp

An MCP server that enables querying Erick Wendel's contributions across platforms including talks, blog posts, and videos using natural language through AI assistants like Claude and Cursor.

mcp-hangar

The policy enforcement plane for MCP: deterministic admission and egress policy, attributable audit, and SIEM export for your MCP server fleet. Self-hosted and MIT licensed.

SiYuan MCP Server

Enables AI assistants to create, read, update, and manage SiYuan notes, supporting notebook management, document operations, block editing, database attribute views, search, file operations, and export.

Salesloft MCP Demo Server

Enables AI-powered analysis of sales call transcripts through natural language queries, allowing users to search conversations, identify objections, and extract insights from customer calls without manually reviewing recordings.

Policy Troubleshooter API MCP Server

An MCP server that provides natural language interaction with Google's Policy Troubleshooter API, allowing users to troubleshoot access denied errors and analyze IAM policies.

DB-Explorer-MCP

A FastMCP server that enables safe, read-only exploration and querying of relational databases (SQLite, PostgreSQL, MySQL) through natural language, with tools for schema inspection, query execution, plan explanation, and migration validation.

Remote MCP Server Authless

Deploys a stateless remote MCP server on Cloudflare Workers without authentication, supporting custom tool registration and connection from MCP clients.

floodwise

MCP server to look up long-term flood risk for England postcodes using official Environment Agency data, and validate UK postcodes.

AiAgentWalletMCP

Enables AI agents to access a marketplace of paid tools by automatically handling Stellar blockchain payments and wallet management. It utilizes the X-402 protocol to facilitate transparent, automated transactions for tool usage through a marketplace backend.

mcp-ppsspp

An MCP server that exposes PPSSPP — the PlayStation Portable emulator — to any MCP-compatible client (Claude Desktop, Claude Code, etc.) via PPSSPP's built-in WebSocket debugger interface. Read and write PSP memory, drive games with button input, capture screenshots, set CPU breakpoints, inspect MIPS Allegrex registers — all through a clean tool interface. No bridge plugin needed; PPSSPP's debugg