Discover Awesome MCP Servers

Jupyter MCP Server

AI-powered MCP server for connecting and managing Jupyter Notebooks. Enables interactive code execution, multi-notebook management, and multimodal output for data analysis, visualization, and machine learning.

MCP Firebase Server

A bridge that enables Large Language Models to read from and write to Firebase Firestore collections through Model Context Protocol (MCP) tools.

JSON MCP Server by CData

JSON MCP Server by CData

MCP Azure DevOps Server

A Model Context Protocol server that enables AI assistants to interact with Azure DevOps services, providing capabilities for work item management, project management, and team collaboration through natural language.

Sanctuary MCP Server

Wraps any AI agent harness with kernel-level protection, cryptographic signing, and portable audit trails, ensuring your agents act within your sovereignty.

ClawPay

Enables AI agents to make payments by securely storing encrypted card details and enforcing user-defined policies, allowing agents to fill checkout forms on any site.

Google Cloud MCP Server

An MCP server that enables querying and interacting with Google Cloud services including Logging, Spanner, Monitoring, and Cloud Trace through natural language.

transit-mcp

MCP server for Korean public transit that enables route planning with real-time bus and subway arrivals, including fallback options. It combines ODsay route search with real-time data from Gyeonggi Bus and Seoul Metro systems.

gsc-mcp-server

MCP server for Google Search Console, enabling querying search performance, listing properties, and inspecting URL indexing status from MCP-compatible clients.

@blueprintaix/blueprint-mcp

Enables AI assistants to discover, evaluate, and execute DeFi yield strategies across EVM and Solana chains through natural conversation, with transactions signed locally.

filings-search

Enables AI agents to search, retrieve, and analyze SEC 10-K filings with hybrid BM25+kNN retrieval, per-claim citations, and strict numeric grounding verification.

club-mcp

Read-only MCP server for the Hyper Human Club / Fluent Community REST API. Enables querying posts, comments, members, and profiles securely without sharing browser sessions.

agentctx

Enables MCP-capable agents to retrieve live, task-scoped context from a curated ontology, providing relevant direction, decisions, and constraints for a given task.

epik-gh

A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issues, pull requests, branches, labels, repositories, CI actions, and Projects V2 as tools for MCP clients.

flatten-mcp

Flatten Claude Code sessions: keep every prompt and event verbatim, resume at a lower token count. An MCP server.

MCP Calculator Server

A minimal Model Context Protocol server that provides basic arithmetic tools and a comprehensive meeting analysis prompt template for processing transcripts. It serves as a clean example for developers to learn how to build, test, and integrate MCP servers with Claude Desktop.

Cryptocurrency MCP Server

Python-based MCP server that provides real-time and historical cryptocurrency data from 100+ exchanges via CCXT, with tools for tickers, OHLCV, markets, and order books.

Knowledge Base MCP Server (Qdrant)

Read-only MCP server with hybrid search combining dense semantic and sparse keyword retrieval via Qdrant, enabling document querying and fetching for ChatGPT Deep Research.

ai-bookmark-mcp

A local-first MCP server that turns browser bookmark exports into a searchable knowledge base with classification, merging, full-text indexing, and Chrome integration.

Portable MCP Toolkit

Provides AI-powered code intelligence for any codebase using local LLMs and vector search, enabling semantic code search, pattern analysis, and context-optimized code generation with 90% token savings.

MCP Math Server

Provides basic mathematical operations including arithmetic, square root, and number theory functions like GCD and LCM. Built with TypeScript and includes proper error handling for edge cases like division by zero.

freelancer-payment-protection

MCP server wrapping the fpp CLI as a single generic run tool for freelancer client payment-risk checks.

Mountaineers MCP Server

Enables AI assistants to search and browse mountaineers.org for activities, courses, trip reports, and routes, and optionally access authenticated user data such as upcoming activities, badges, and member profiles.

korea-university-mcp

Integrates Korean university information APIs (대학알리미 and 공공데이터포털) into a single MCP server and CLI, enabling search, description, and execution of university data operations such as student, faculty, and finance statistics.

Docker MCP Server

Enables secure execution of shell commands and file operations within isolated Docker containers. Provides process management, interactive input handling, and comprehensive file system operations for containerized development environments.

Fleet MCP

Enables AI assistants to interact with Fleet Device Management for device management, security monitoring, and compliance enforcement through the Model Context Protocol.

AI Develop Assistant

Assists AI developers with intelligent requirement analysis and architecture design through guided clarification questions, branch-aware management, and automated architecture generation with persistent storage.

pixel-mcp

An MCP server that enables AI coding agents to create pixel art programmatically by providing canvas manipulation tools and PNG export.

weather-mcp-server

Provides current weather, forecasts, trend predictions, and personalized recommendations for any location using the Open-Meteo API.