发现优秀的 MCP 服务器

mcp-server-pgvector

An MCP server that gives LLM agents first-class access to pgvector-backed embedding tables in PostgreSQL: similarity search, hybrid (vector + full-text) search, upserts, and HNSW/IVFFlat index management.

Zephyr Scale MCP Server

An MCP server for Zephyr Scale test management supporting Jira Cloud and Data Center. It enables creating, reading, and managing test cases and test runs via the Atlassian REST API with official API-compliant schemas.

BlackTwist MCP

Manage Threads and Bluesky social media from AI assistants. Schedule posts, check analytics, and automate follow-up replies.

wasmagent-mcp-server

Code-mode MCP server (docs_search + execute_code two-tool surface) backed by a unified capability manifest across three sandbox kernels (in-process node:vm, WASM via QuickJS / Pyodide / Wasmtime, and remote microVM via E2B / Cloudflare Sandbox). At N=30 tools the bootstrap-context cost drops to 13.6% of direct tool-use. Apache-2.0.

Stealth Browser MCP

Undetectable browser automation for AI agents that bypasses Cloudflare, antibot systems, and social media blocks using real browser instances with 97 tools across 11 sections.

Weather MCP Server

Provides weather information through OpenWeather API, enabling users to get current weather conditions, 5-day forecasts, and perform temperature conversions for any city. Offers a secure interface for AI assistants to access comprehensive weather data including temperature, humidity, wind, and pressure information.

Awesome Copilot MCP Server

Provides access to GitHub Copilot agents, prompts, instructions, skills, collections, plugins, hooks, and workflows via the Model Context Protocol.

airflow-dev-mcp

An MCP server that enables AI coding assistants to interact with a local Airflow cluster via its REST API for triggering DAG runs, monitoring status, reading logs, and diagnosing errors.

fallinsurancepaper-mcp

MCP server for Foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as tools and resources for AI-assisted origami state analysis.

google-health-chatgpt-selfhost

Lets a single user read a bounded set of their own Google Health data from ChatGPT conversations through a private MCP connection, exposing four read-only tools for rollups, reconciled records, and irregular-rhythm notification history.

MarkIndex MCP

Enables LLMs to accurately navigate and retrieve information from complex documents using Page Index RAG methodology.

Motion MCP Server

Bridges Motion's API with LLMs to manage tasks, search projects, check schedules, and more through natural conversation.

mcp-api-toolkit

Comprehensive API development and testing MCP server for Claude Code. Integrates OpenAPI parsing, testing, SDK generation, and documentation generation into Claude workflows.

Content Hooks MCP

Provides AI agents with structured short-form content mechanics including hooks, script structures, retention strategies, and CTAs, along with auditing tools to avoid common posting failures.

Gmail & Google Docs MCP Server

Enables AI assistants to send emails via Gmail and append text to Google Docs or local files.

Fetch MCP Server

Enables LLMs to fetch and extract web content as markdown with browser impersonation to bypass basic bot detection.

investor-relations-mcp

FastMCP server for tracking seed raise investor pipelines from Claude Code, syncing with Obsidian vault CRM files.

@bluesun-networks/huly-mcp

MCP server for Huly project management — enables managing issues, documents, people, and labels through natural language.

MCP Python Learning Server

Provides tools to search and retrieve details of programming topics, and exposes a catalog resource for topic listings.

mcp-deps-dev

Provides access to Google's deps.dev API for package metadata and dependency graphs across ecosystems, enabling querying packages, versions, dependencies, and project info via natural language or direct tool calls.

Identity Forge MCP

MCP server for design kits and brand workflows. Coding agents can browse and apply design systems, create brand projects, and research names, domains, and EUIPO marks.

StatTools

MCP server that lets AI agents discover and call R and Python statistical functions without writing code.

castlemap-mcp

Searchable atlas of 2,400 castles, fortresses and palaces worldwide, with facts from Wikidata (CC0). Tools for name search, nearby lookup by coordinates, fame ranking, per-country listings and aggregate statistics — read-only, no API key.

tmux-bridge-mcp

Enables AI agents to communicate and coordinate across tmux panes, allowing them to read, type, and send messages to each other without manual copy-pasting.

opencode-router-mcp

Cost-aware, multimodal OpenCode task router and sub-agent MCP server for Claude Code, providing tools for delegation, status, review, revision, abort, models, and usage.

ToolHive - making MCP servers easy and secure

轻松安全地运行和管理 MCP 服务器

BSL Atlas

An MCP server for 1C:Enterprise that provides AI assistants with access to configuration data via vector search, structural indexing, and call graphs. It enables semantic code queries and rapid metadata object lookups without requiring the direct reading of raw files.

executor

An integration layer for AI agents that provides a catalog of tools from various sources (OpenAPI, GraphQL, MCP, etc.) and can be used as an MCP server for compatible agents.

SAP HANA MCP Server by CData

SAP HANA MCP Server by CData