Discover Awesome MCP Servers

CSV Insight & Cleaner MCP

Minimalistic MCP server that lets AI assistants inspect, quality-check, and clean CSV datasets through tools, resources, and prompts, without needing local file access.

Hermes Second Brain

Enables capturing, searching, and organizing Obsidian notes from Telegram via Hermes Agent (MCP).

keplero-hotels

MCP server that provides hotel search over a PDF-extracted catalog using ChromaDB vector retrieval. Offers a single search_hotels tool returning up to five Markdown results from natural-language queries.

Expense Tracker MCP Server

Enables users to manage expenses with category support, including adding expenses with date, amount, category, and notes, using SQLite for persistence.

DPS-Superskills-MCP

Exposes 31 high-assurance agentic coding skills as MCP tools and resources, enabling AI agents to invoke structured workflows across DISCIPLINE, TECHNIQUE, KNOWLEDGE LAYER, and REFERENCE registers.

BambuStudio MCP Server

Provides end-to-end 3D printing automation for Bambu Lab printers, allowing users to generate, slice, and monitor prints using natural language. It features model generation from text or images, real-time camera monitoring, and automated print quality improvement.

Swagger MCP Server

Brings OpenAPI/Swagger documentation into AI assistants, enabling endpoint discovery, deep inspection, cURL generation, and TypeScript type generation.

elim-mcp

An MCP server that gives coding agents a persistent, chained memory of debugging investigations, tracking what's been tried, ruled out, and solved across sessions and scopes.

transcript-mcp-claude

An all-in-one MCP server for transcription, supporting YouTube, audio, and video with translation, summarization, chapter generation, subtitle export, and batch processing via 19 tools.

WikiTree MCP server

Integrates with the WikiTree API to provide tools for exploring genealogical data, including ancestor and descendant information. It enables users to retrieve biographies and family relationships through any application supporting the Model Context Protocol.

NBA MCP Server

A Model Context Protocol server that enables LLMs to retrieve NBA data including player stats, team information, game logs, and league standings through the nba_api library.

TransForm MCP Server

Enables dynamic format selection (JSON, Parquet, Arrow IPC) for MCP tool outputs, with a Java Spring Boot server and Python client for agentic data systems.

mcp_local_server

A lightweight local MCP server built with FastMCP for exposing custom tools to MCP-compatible clients. Enables local development and testing of MCP tools and resources.

Coding Tools MCP

A local MCP server that gives AI coding assistants read, write, search, and execute capabilities within a specified project directory. This Windows GUI build simplifies setup by eliminating manual Python, Node.js, or Docker installation.

paybond-mcp-coding-agent

MCP coding agent with read-only tools and one paid tool for Paybond sandbox integration, enabling quick smoke testing and agent operations.

My Credentials MCP Server

Enables secure chat-based interaction with PostgreSQL databases through Claude Desktop. Features GitHub OAuth authentication, role-based access control, and enterprise-grade security for database queries and operations.

mcp-skills

Provides dynamic, context-aware code assistant skills through hybrid RAG (vector + knowledge graph), enabling runtime skill discovery, automatic toolchain-based recommendations, and on-demand loading from multiple git repositories.

MedSci Agent

An open source biomedical research agent that provides LLMs with 28 tools for drug discovery, protein analysis, literature search, medical imaging, omics, and sandbox execution, all running locally via Ollama and MedGemma.

Teams MCP Server

Enables Claude to read, send, and search messages across Microsoft Teams, including channels, chats, and profiles, using your own Microsoft 365 work account with one-click OAuth sign-in.

redash-mcp-server

Enables querying and managing Redash data sources, queries, dashboards, alerts, and users through the Model Context Protocol.

PubMed Analysis MCP Server

PubMed 医学文献分析 MCP サーバー：研究ホットスポット、トレンド、および論文発表統計分析のためのツール

string-db

MCP server for STRING-DB that enables querying protein-protein interaction networks, functional enrichment, and homology mappings.

app-store-screenshots-mcp

MCP server that turns raw in-app screenshots into beautiful, store-ready marketing images for the iOS App Store and Google Play.

ops-mcp-kit

Enables AI assistants to query company logs, databases, caches, and config centers (e.g., Aliyun SLS, MySQL, Redis, Nacos) through local MCP servers, with read-only enforcement and SSH tunneling for production access.

TMDB MCP Server

Provides access to The Movie Database (TMDB) API for searching movies, retrieving movie details, cast information, and browsing current, upcoming, popular, and top-rated films, as well as searching for actors and directors.

mcp-inotes

Enables LLMs to create, read, and append notes in Apple Notes through AppleScript, with append-only operations restricted to a single folder for safety.

Hatena Blog MCP Server

Enables searching and retrieving articles from Hatena Blog through Claude Desktop/Web. Supports keyword search, fetching recent posts, and retrieving post details by URL.

clickup-operator MCP server

鏡 (Kagami)

CBAPI.dev MCP Server

Enables AI agents to search products across affiliate networks, compare commissions, find arbitrage opportunities, and get auto-injected affiliate links via MCP.