Discover Awesome MCP Servers

ai-dev-analytics

AI development observability platform. It silently captures structured data from vibe coding sessions via MCP and codifies deviation patterns into project rules to make AI write better code. 100% local and zero runtime dependencies.

planchette

Enables coding agents to control other application windows by providing primitives for clicking, typing, capturing screenshots, and window management. Supports macOS, Windows, and Linux.

mcp-rncp

Enables querying French national directories of professional certifications (RNCP/RS) for certification details, validity, competence blocks, and habilitation status using natural language.

trmm-action-mcp

Enables approved senior engineers to run vetted, read-only audit scripts on Tactical RMM agents from Claude, using a fixed catalog of tools to inspect things like local admins, disk space, and installed software without permitting arbitrary code execution or destructive actions.

MCP Poker

An MCP server that provides poker play recommendations by combining real-time Monte Carlo equity calculations with historical player tracking and exploit-based advice. It enables users to import PokerNow hand histories to analyze player tendencies and receive data-driven coaching for various game situations.

fenced-obsidian-sync-mcp

A deny-by-default MCP server for Obsidian vaults where operators declare exact capabilities (list, read, create, etc.) scoped by path globs; everything not permitted is impossible by construction as disallowed tools are never registered.

Generic MCP Gateway

A general-purpose MCP gateway integrating tool management, memory, reminders, and multi-channel messaging (Telegram/QQ), enabling autonomous AI agents.

trendflow

Google Trends data: interest over time, by region, related queries, and trending now.

Yandex Merchants MCP

MCP server for Yandex Merchants API enabling management of product offers (prices, discounts, hide/show) via natural language from AI assistants like Claude and Cursor.

DeepShit MCP Code Critic

A brutally honest code review tool powered by DeepSeek-R1 AI and the Model Context Protocol.

ensemble-pro

Multi-model AI council MCP server that lets multiple LLMs debate, critique, and vote on questions to reach a consensus, with automatic failover and hot-swap of models during debates.

glama-status-mcp

Daily-refreshed Glama TDQS score tracker for any MCP fleet. Scrapes per-tool grades from glama.ai, stores in SQLite with snapshot history and delta tracking, surfaces via MCP tools, Prefab cards, a 6-page web dashboard, and an LLM-powered chat interface.

ClearFi Finance MCP Server

Connects AI assistants to the ClearFi personal finance API for searching transactions, tracking bills, analyzing spending, and managing accounts.

avalanche-org-mcp-server

Enables LLMs to query current and historic avalanche danger ratings by location and retrieve raw forecast GeoJSON from the Avalanche.org public API.

linear-mcp-server

MCP server for integrating Linear with Claude Code and other MCP clients. Enables issue management, project planning, and status tracking through a set of tools.

Bybit MCP Server

A production-ready MCP server for Bybit — 206 tools covering market data, trading, positions, account management, assets, and real-time WebSocket streams. Enables AI assistants to interact directly with the Bybit cryptocurrency exchange through natural language.

Binance Cryptocurrency MCP

Enables AI agents to access real-time Binance cryptocurrency market data including prices, order books, candlestick charts, trading history, and 24-hour statistics through natural language queries.

買屋快搜

MCP server for searching and querying detailed housing listings in Taiwan, enabling AI to find properties with filters like city, district, room count, price, and age.

junai-mcp

Enables deterministic multi-agent pipelines in VS Code and GitHub Copilot, with 25 specialized AI agents and a 9-stage state machine that prevents hallucinated routing.

halobot

An MCP server that enables AI agents to communicate with humans through Discord. Agents can send messages, create threads, wait for replies, and manage conversations across any MCP client.

bodybridge

Connects embodied devices (like StackChan, Raspberry Pi, ESP32) to AI via MCP protocol, enabling motion control with zero API cost, no PC required, and fully self-hosted.

Grok HTTP MCP Server

Enables Grok to send arbitrary HTTP requests with cookie session persistence and redirect tracking, designed for web/CTF scenarios.

NSE-BSE MCP Server

Provides real-time and historical Indian stock market data from NSE and BSE exchanges with 66 tools covering quotes, options chains, corporate actions, IPOs, and market analytics for LLM-powered financial analysis.

LGTM MCP Server

Provides read-only access to Loki, Prometheus, and Tempo APIs, enabling natural language queries for logs, metrics, and traces. Supports multiple instances and authentication via bearer tokens.

mcp_server_document_manager

An MCP server that manages documents, enabling retrieval and command-based operations within AI chat interfaces using the Anthropic API.

AgentMark MCP Server

MCP server for AgentMark. Exposes the full AgentMark API to AI editors: list traces and spans, manage datasets, write scores, run experiments, manage apps, deployments, environments, and annotation queues.

line

Reads local LINE chat history from your own computer and summarizes daily conversations through Claude Code, extracting decryption keys from LINE's memory on Windows.

riskprism

MCP server for decomposing US equity portfolio risk into factor exposures, with tools for portfolio risk, factor exposures, stress tests, and coverage checks using Barra-style fundamental factor models.

super-productivity-rest-mcp

Enables natural-language control of Super Productivity tasks, projects, and tags via MCP tools that bridge to the app's local REST API.