Discover Awesome MCP Servers

whiteboard-mcp-server

Shared context for multiple Claude Code sessions working on the same project.

mcp-Agentmemory

MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase + Vercel, 100% MIT, no paywall.

nft-floor

NFT collection floor price, volume, holders, rarity data for Ethereum and Base via Alchemy. Pay-per-call via x402 (USDC on Base L2) without API key or signup.

mcp-madagascar

MCP server for discovering Madagascar-focused humanitarian, weather, risk, and open-data sources, with tools to search datasets, fetch alerts, and get weather information.

Aviation MCP Server

MCP server giving AI agents access to real-time aviation data — live flight tracking, airport weather, airline and airport information.

mcp-graph-loop

Enables AI agents to orchestrate tasks as a DAG with automated validation loops, executing validation commands, tracking statuses, and allowing iterative code fixes until tasks pass.

Commerce MCP Server

Enables AI agents to browse product catalogs, search products with filters, and initiate checkouts, generating order summaries and checkout URLs.

soc-siem-mcp

Unified SIEM MCP gateway for AI-driven SOC operations and threat hunting across Azure Sentinel, Splunk, Wazuh, IBM QRadar, and Securonix.

pulse-mcp

Enforces build discipline for coding agents via a phase state machine, contract validation, and deterministic gate checks through MCP tools like pulse_next, pulse_submit, pulse_gate, and pulse_verify.

discord-mcp

A local MCP server for Discord that enables reading and sending messages through a bot account, with tools for server/channel listing, messaging, reactions, and member search.

Throughline

Enables AI-driven static application security testing (SAST) through MCP, allowing users to scan codebases, detect vulnerabilities, and triage findings using natural language.

Microsoft Learn Docs MCP Server

The Microsoft Learn Docs MCP Server is a cloud-hosted service that enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation. It is a remote MCP Server using streamable http, which is lightweight for clients t

pocket-id-mcp

Enables bounded administration of Pocket ID, focusing on OIDC client management and read-only identity inventory, with secure handling of API keys and client secrets.

MCP Google Sheets Server

Enables reading, writing, and managing Google Sheets from Claude and any MCP-compatible AI client through tools like append_row, update_range, and batch updates.

hotin

MCP server that gives AI agents a ranked, evidence-backed board of what's trending in AI — repos, models, papers, news — and a daily brief, using fused signals from GitHub, Hacker News, npm, and more.

render_mcp

A guide to deploy a remote MCP server on Render.com and connect it to Anthropic and OpenAI agents, enabling cloud-hosted tool access for AI models.

jp-pint-mcp

jp-pint-mcp

Documentation Generator MCP Server

Enables AI assistants to generate professional documentation using structured templates based on the POWER framework. Provides access to standardized templates for README, architecture, API, components, and schema documentation.

Tencent Cloud COS MCP Server

A server based on MCP protocol that allows large language models to directly access Tencent Cloud Object Storage (COS) and Cloud Infinite (CI) services without coding, enabling file storage, retrieval, and processing operations.

ashare-mcp

Production-grade MCP server for Chinese A-share market data, offering 30 tools including real-time quotes, K-lines, fund flows, and financial reports, with stdio and HTTP transport support.

Légifrance MCP Server

Enables querying French legal codes (e.g., Code civil) to retrieve specific articles via the Légifrance API.

mekka

A compact backend platform exposing a scoped MCP server for agents, with SQLite data plane, embedded Studio, auth, storage, and realtime. Default read-only agent access with opt-in read-write mutations via isolated preview branches and exact-SQL approval before production promotion.

SeedreamMCP

ByteDance Seedream AI image generation and editing (style transfer, background change, virtual try-on) with multiple models, multi-resolution up to 4K, and streaming delivery.

miot-mcp

A productized MCP server for Xiaomi Mi Home (米家) that provides natural-language-oriented device discovery and control across homes, rooms, devices, and scenes, while hiding low-level protocol details like did/siid/piid. It supports QR login, structured tooling for status, brightness, temperature, scenes, and speaker announcements, plus standard MCP resources.

mcp-md-pdf

Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templates for branded styling and batch conversion.

Roblox-MCP-proxy

Enables cloud agents like Notion AI to connect to a local Roblox Studio MCP server via a persistent SSE bridge with authentication.

MCP Excel Workbook Processor

An MCP server for GitHub Copilot that enables reading and processing Excel workbooks (.xlsx) via Docker Compose. Users can extract data from entire workbooks or specific sheets by name or index, returning the information in JSON format.

figma-ui-mcp

Bidirectional MCP bridge enabling AI assistants to draw UI on Figma canvas and read designs back as structured data or code tokens via localhost, requiring Figma Desktop.

Gemini MCP Server

A Model Context Protocol server that enables Claude to collaborate with Google's Gemini AI models, providing tools for question answering, code review, brainstorming, test generation, and explanations.

Deployable MCP Server

A simple and extendable MCP server that currently provides basic addition functionality and can be easily extended by defining new tools with docstrings.