Discover Awesome MCP Servers

HubSpot MCP Server

Provides comprehensive access to HubSpot's CRM API, enabling management of contacts, companies, deals, engagements, and associations with support for batch operations and advanced search capabilities.

memory-mcp

A local stdio MCP server that exposes a shared brain (read/search/write) over ~/.claude/memory, allowing memories written in any agent to be readable and searchable across all three (Claude Code, Cursor, Codex). It provides tools like memory_search, memory_read, memory_write, etc., with no external services.

excalidraw-architect-mcp

An MCP server that generates beautiful Excalidraw architecture diagrams with perfect auto-layout, stateful editing, and architecture-aware component styling.

wsl-envidat-mcp

MCP server for querying Swiss environmental research data from WSL/EnviDat, including forest, snow, avalanche, and biodiversity datasets. No API key required.

mcp-gitlab

MCP server for the GitLab REST API providing tools to manage projects, merge requests, pipelines, CI/CD variables, approvals, issues, and code reviews.

DataEdmonton MCP

Enables AI agents to query Edmonton's open data portal via the Socrata SODA API. Part of the Pipeworx MCP gateway.

TaskFabric

A file-based task manager operated through an MCP server, enabling agents to create, search, and manage tasks with git versioning and hybrid semantic+keyword search.

ffmpeg-mcp

Enables LLMs to safely execute ffmpeg and ffprobe operations by passing arguments as arrays, avoiding shell injection, with support for probe, convert, trim, concat, thumbnail, watermark, speed, loudnorm, and batch processing.

Task-Guide-MCP

Improves AI agent task performance by providing task area segmentation, hierarchical RAG, and hybrid search capabilities.

Sequential Thinking MCP Server (Python Implementation)

A Python implementation of the Sequential Thinking MCP server using the official Model Context Protocol (MCP) Python SDK. This server facilitates a detailed, step-by-step thinking process for problem-solving and analysis.

fastmcp-gsuite

MCP server for interacting with Google Gmail and Calendar via natural language, supporting multiple accounts.

Satori

Agent-safe code retrieval MCP server that indexes repositories and provides semantic search, file navigation, call graph analysis, and bounded file reading tools for coding agents.

Twproject MCP Server Prototype

Enables automation of routine operations on Twproject installations, including task, assignment, issue, person, company, worklog, and cost management through safe, non-destructive API calls.

FastAPI-MCP

Exposes FastAPI endpoints as Model Context Protocol (MCP) tools while preserving existing authentication, schemas, and documentation. It enables seamless integration of FastAPI services into MCP ecosystems using a native ASGI transport layer.

Claude Relay

Enables real-time communication between Claude Code instances across multiple machines via WebSocket, allowing context sharing, task handoffs, and coordination between sessions.

Ghost CMS MCP Server

Enables comprehensive management of Ghost CMS instances through the Admin API, supporting content operations (posts, tags), member management, newsletters, tiers, offers, and webhooks through natural language interactions.

fairchem-mcp

An interactive MCP server for FAIRChem and ASE simulations that allows LLM agents to load a model once and steer relaxations, MD, NEB, phonons, and minima searches mid-flight, with live monitoring and code introspection.

RescueTime MCP Server

Enables comprehensive access to RescueTime productivity data and features through the Model Context Protocol. Supports analytics retrieval, focus session management, highlights creation, and offline time tracking through natural language interactions.

hearthstone-decks-mcp

A Hearthstone deck parsing server that decodes deck codes into detailed card lists, images, and mana curve statistics. It provides tools for searching specific cards and retrieving metadata via the Model Context Protocol.

MapleStory MCP Server

Provides structured access to Nexon's MapleStory Open API, allowing users to query character stats, equipment, Union systems, and guild data. It also enables AI assistants to retrieve game rankings, enhancement probabilities, and official game announcements.

Google Image Search MCP

Provides tools for searching and downloading images using Google Image Search API.

FIO Bank MCP Server

Enables AI assistants like Claude to access FIO Bank account transactions via the FIO Bank API.

Grafyx

Enables AI coding assistants to understand codebase architecture in real time by parsing source code into a relationship graph and exposing call chains, dependencies, class hierarchies, and conventions via MCP tools.

swarm-mcp

MCP server that lets multiple coding-agent sessions on the same machine discover each other and collaborate through a shared SQLite database.

PLTM-Claude

An MCP server that gives Claude Desktop persistent memory, self-awareness, epistemic hygiene, and genuine agency across conversations with a typed memory system, embedding-based semantic search, a 3-judge memory jury, and a real-time dashboard.

Gmail API MCP Server

This MCP server provides a natural language interface to the Gmail API, allowing users to interact with Gmail functionality (like emails, threads, labels, etc.) through the Model Context Protocol.

Nexus MCP

Enables Claude to orchestrate tasks across 27 AI providers, run multi-agent plans, and conduct multi-model councils for decision-making.

台灣中央氣象局 MCP 伺服器

Taiwan Central Weather Administration (CWA) API MCP Server

Singapore Bus MCP Server

Provides real-time Singapore bus information, including arrival times, routes, and stop details via the LTA DataMall API.

mcp-toolmux

Proxy-style MCP tool multiplexer that aggregates multiple downstream stdio MCP servers into one, offering meta-tools for status, search, call, parallel, batch, and pipeline operations with concurrency control and caching.