Discover Awesome MCP Servers

mem0_mcp_server

An MCP server that provides memory management tools for AI agents, enabling adding, searching, updating, and deleting memories via the Mem0 API.

MCP Gmail Server

一个模型上下文协议（MCP）服务器，它为LLM提供Gmail访问，并由MCP Python SDK驱动。

MCP Notepad Server

A learning-focused MCP server that demonstrates core MCP concepts through a simple notepad application, enabling users to create, update, delete, and search notes while exploring tools, resources, and prompts functionality.

garmin-mcp

Enables AI assistants to read Garmin activities and create/schedule structured workouts and multi-week training plans directly on Garmin Connect, syncing to your watch with guided prompts.

apollo-mcp

Provides 45 MCP tools to search, enrich, and manage Apollo.io B2B data (people, companies, CRM, deals, tasks, sequences, etc.) via stdio or HTTP transport.

astro-mcp

High-precision astrology tools for LLM agents, including natal charts, transits, progressions, synastry, and more, backed by Swiss Ephemeris.

papermoon-mkdocs-mcp

Enables searching, reading, and navigating MkDocs documentation sites through MCP tools for keyword, semantic, or hybrid search, document browsing, and project metadata.

mcp-ebird

Enables querying recent bird observations from the eBird citizen-science database by location.

Domain Finder MCP Server

Intelligent domain name suggestion service that checks real-time availability across multiple providers and works with MCP-compatible tools like Cursor and Claude Code.

symfony-runtime-mcp

MCP server that exposes Symfony profiler runtime data (requests, queries, logs) to AI agents like Claude Code for debugging and optimization.

Datawrapper MCP

Enables creating, managing, and publishing Datawrapper charts.

MCP Unit Test Sensei

An MCP server that enforces unit testing standards by linting code and guiding agentic coding tools (like Gemini CLI or Claude Code) to follow best practices in test-driven development.

Walrus Memory MCP

Enables MCP clients to connect to Walrus Memory for persistent memory operations like remember, recall, analyze, and restore, with browser-based wallet login and local credential storage.

PubChem MCP Server

🧪 通过一个简单的 MCP 界面，使 AI 助手能够搜索和访问化学化合物信息。

Justiça 5.0

MCP server bridge for Obsidian that exposes the vault as an MCP server and connects to external legal data servers (PJe/DataJud/CNJ) for legal document management.

Joplin MCP Server

Enables AI assistants to interact with Joplin notes through full-text search, reading, creating, updating, and deleting notes, as well as importing markdown files directly into Joplin notebooks.

MCP Server

A Node.js/TypeScript server implementing the Model Context Protocol that provides integrations with GitHub and Notion, allowing automated workflow between these platforms via API endpoints.

openevidence-tools

Enables clinical question answering via OpenEvidence with citation verification, including tools to ask questions, retrieve results, and follow up, plus an integrated skill to check citations against primary sources.

steuer-spar-erklaerung-mcp

A local Windows automation MCP server that lets a KI-Agent safely control the SteuerSparErklärung tax software: inventory and open tax cases, read pages, compare receipts and values, and edit verified working copies, with all ELSTER transmission paths locked tight.

A-SOC Trust MCP Server

Provides agent certification and trust verification tools for AI agents, enabling certification checks, trust score calculations, audit ticket issuance, and emergency kill switch activation through the A-SOC trust network.

coderadius

Enables AI agents to query architecture context, data contracts, and blast radius to prevent cross-repo architectural breakage before merging.

stm32-stlink-mcp

MCP server for debugging STM32 microcontrollers over ST-LINK using STM32CubeCLT tools (GDB, ST-LINK_gdbserver, STM32_Programmer_CLI) with session management, flashing, breakpoints, memory/register access, and expression evaluation.

openDAW MCP

MCP server for headless, agent-native control of openDAW, enabling programmatic music production with tracks, instruments, effects, MIDI, automation, and rendering via 543 tools.

Python Dependency Manager Companion

Provides up-to-date Python package manager commands by cross-referencing official pip, poetry, uv, and conda documentation with automatic weekly updates.

Ideogram MCP Server

Enables image generation, editing, and description using Ideogram AI's models through natural language.

doc-mcp

Enables semantic search and AI-powered Q&A over ingested GitHub documentation repositories via MCP tools.

mcp-data-lv

Enables AI agents to search, retrieve metadata, and query tabular resources from Latvia's Open Data portal (data.gov.lv) via CKAN.

OpenRouter Fusion MCP Server

Enables MCP clients to run multi-model deliberation (Fusion) via background jobs, using a panel of models and a judge to synthesize high-quality answers.