Discover Awesome MCP Servers

procurement-mailer-mcp

Enables an SAP Joule agent to read and send email from a scoped Microsoft Exchange mailbox via MCP tools, translating tool calls into Microsoft Graph requests.

Lookout

MCP server enabling local-first web search, fetch, extract, and caching with citeable excerpts, no API key required. Supports research workflows for agents and apps.

Claude-Read-Outlook-Attachments

A MCP server for Claude that reads Outlook emails its attachments through the Microsoft Graph API.

mcp-beebole

This MCP server allows AI assistants to interact with the Beebole REST API for time tracking management.

QAE-Claude-mcp-example

Deterministic pre-execution safety certification for autonomous AI agents. Evaluates proposed actions across scope, reversibility, and sensitivity constraints — returns Certified, Warning, Escalate, or Blocked decisions with cryptographic audit trails. 3 tools: certify_action, check_budget, get_certification_history. Built on the QAE Safety Kernel (Rust + PyO3 bindings, pip install qae-safety).

leekwars-mcp-encyclopedia

A standalone MCP server for read-only encyclopedia search and retrieval of Leekwars game knowledge, providing domain-aware tools to search and retrieve pages about chips, weapons, effects, and game mechanics.

Sentiment_Alpha_v1

Deterministic Risk Oracle for DeFAI Agents.

langfuse-mcp-java

Query Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

MCP Server on Cloudflare Workers

A proof of concept implementation of Model Context Protocol server running on Cloudflare's edge network with bearer token authentication, allowing deployed AI models to access tools via serverless architecture.

agentbus

A local message bus for AI agent sessions that enables Claude Code sessions to communicate directly via channels, allowing message sending and peer discovery without network or copy-paste.

MCP Homescan Server

Enables local network discovery and security scanning to identify connected devices, manufacturers, and potential risks. It allows users to track network changes and export inventories into Markdown or Obsidian-compatible formats.

Intervals.icu MCP Server

Enables AI assistants to interact with Intervals.icu fitness tracking and wellness data, allowing users to fetch, filter, and group activities or health metrics. It provides structured summaries of workouts and physical well-being through natural language queries.

Base MCP Server

Enables AI applications to interact with the Base blockchain network and Coinbase API, supporting wallet operations, smart contract deployment, token transfers, NFT management, DeFi lending through Morpho vaults, and onramp functionality.

Local Docs MCP Server

Exposes multiple local documentation folders to AI assistants via tools for listing, reading, and searching files across namespaces.

candlestick-chart-mcp

Renders OHLCV data as candlestick chart PNGs and returns inline images. It is a pure renderer with no network access, allowing models to view charts generated from provided data.

animai

Enables AI agents to search for and fetch pre-vetted, production-safe 3D and motion components (React Three Fiber & GSAP) for injection into Next.js apps via AST-safe edits.

LINDAS MCP Server

Enables LLMs to query structured statistical data from the Swiss Federal Archives' Linked Data platform (LINDAS) by translating natural language questions into SPARQL queries against RDF data cubes.

safe-oas2mcp

A safe gateway to convert OpenAPI specs into MCP tools with secure defaults, risk inspection, and confirmation gates.

Twitter MCP Server

Enables LLM agents to interact with Twitter (X) for searching tweets, posting content with images, analyzing engagement, and extracting topics using the Twitter API.

MCP Server Kalshi

A Model Context Protocol (MCP) server for the Kalshi prediction market trading platform. It provides automated access to market data, order management, and portfolio operations through Kalshi's REST API.

MCP Code Review Server

A code review tool that generates detailed HTML review documents by comparing branches or commits, with author filtering and intelligent analysis.

mysql-mcp-server

Enables natural language querying of MySQL databases via Claude Code, allowing SELECT queries, table listing, and schema inspection.

mcp-portainer-lite

Lightweight MCP server for Portainer CE, focused on Docker Swarm environments with read-only tools by default and optional mutations.

Igloo MCP

Enables AI assistants to interact with Snowflake databases through SQL queries, table previews, and metadata operations. Features built-in safety checks that block destructive operations and intelligent error handling optimized for AI workflows.

trdizin-mcp

MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of publications, journals, authors, and institutions without an API key.

Bitrix24 MCP Bridge

Локальный MCP-сервер, дающий ИИ-агенту read-only доступ к задачам, проектам и чатам Bitrix24 в объёме прав пользователя — через браузерное расширение, переиспользующее живую сессию. Без прав администратора и без официального REST-вебхука.

Google Analytics MCP Server

Enables LLM applications to query and analyze Google Analytics 4 data through standard MCP interfaces, supporting service account and OAuth2 authentication.

memo-mcp

Enables AI agents to attach on-chain memos to payments on Base using the $MEMO token. Supports sending, reading, and querying memos joined to transactions.

BinAssistMCP

Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Language Models through 40+ analysis tools. Provides comprehensive binary analysis capabilities including decompilation, symbol management, type analysis, and documentation generation through natural language interactions.

AI Pentest MCP Server

An MCP server that turns Kali Linux into an AI-driven penetration testing powerhouse, enabling control of 40+ offensive security tools via natural language.