发现优秀的 MCP 服务器

swarmskills

A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 tools for discovering, installing, enabling, and syncing skills in mid-session.

YNAB MCP Server

Enables users to manage budgets, accounts, categories, and transactions on You Need A Budget (YNAB) through Claude. It supports both core daily budget management and extended operations like bulk transaction creation and historical trend analysis.

My MCP Server

A template for deploying and monetizing MCP servers on Apify, supporting stdio and streamable HTTP transports with authentication and pay-per-event billing.

OwnerRez MCP Server

Connects OwnerRez property management data to MCP clients, enabling natural-language queries about bookings, check-ins, guest messaging, expenses, and webhooks.

nf-core MCP Server

使用户能够管理和浏览 nf-core 生物信息学流程仓库，允许对流程配置、工作流程和模块执行列表、搜索和探索操作。

Floyd

Scheduling and booking engine for AI agents. Check availability, hold slots, and confirm appointments with two-phase booking and conflict-free resource management.

gh-mcp

Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server exposes dozens of low-level tools that bloat token usage and are mostly impractical for LLMs. gh-mcp achieves the best of both worlds by providing a single, powerful interface: GitHub GraphQL, wrapped with smart abstractions.

govtenders-mcp

MCP server for searching government tenders from CanadaBuys and SAM.gov with free stats and paid search, latest, and AI matching tools using x402 micropayments.

codeembed

Embeds your codebase into a local vector and graph database and exposes it as an MCP tool, enabling AI assistants to perform fast semantic search over your code using Graph RAG.

envious-canvas

An MCP server that turns Claude into a full image production studio, enabling creation, editing, resizing, and brand-consistent asset generation across multiple platforms.

MCP Server

A FastAPI-based Model Context Protocol server that exposes herd data through a discoverable API, with local and containerized deployment options.

ryogena-pubmed-mcp

Exposes NCBI PubMed as MCP tools for searching literature, fetching abstracts, exploring citation graphs, and finding author publications without requiring an API key.

evm-agent-toolkit

An MCP server that gives autonomous coding agents deterministic, schema-validated tools for EVM smart contract development — security scanning, gas profiling, compiler diagnostics, and transaction simulation.

Jij MCP Server

A server that provides tools and utilities to support the implementation of Jij Modeling, featuring easy configuration and an extensible architecture for custom modeling workflows.

Rossum MCP Server

A Model Context Protocol server that provides AI agents with read-only access to Rossum API resources (queues, schemas, hooks, workspaces) for analysis purposes.

Zoom Search

MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.

openstack-mcp

Enables AI assistants to inspect and manage OpenStack clouds, including listing instances, checking quotas, and retrieving console logs. It supports opt-in write operations for creating and deleting servers, with a read-only default.

electron-mcp-server

Enables AI coding tools to interact with Electron applications for automated testing, including app lifecycle, element interaction, and visual testing.

Soccer V3 Scores MCP Server

An MCP server that enables agents to interact with soccer data including scores, matches, players, and teams using the sportsdata.io Soccer V3 Scores API.

proxmox-mcp

Enables an AI assistant to fully navigate a single-node Proxmox VE host over SSH, with modes for read-only inspection, safe operations, and full control including provisioning and destruction.

mcp_supervisor_py

A Python scaffold for an MCP-style supervisor that breaks user tasks into steps, routes them to workers, retries on failures, and aggregates outputs.

Rally MCP Server

Enables AI assistants to retrieve Rally work items by FormattedID using HTTP Basic Authentication.

toggle-brain MCP Server

Exposes the Toggle Brain knowledge base, prompt templates, and executable scripts to any MCP-compatible AI assistant.

Investo

An AI investment-analysis MCP server that analyzes companies (Indian NSE/BSE or global) by gathering public financial data and producing a comprehensive report including financials, ratios, DCF valuation, economic moat, risks, and a 0-100 investment rating.

n8n MCP Server

Provides AI assistants with full access to manage n8n workflows, executions, credentials, and pipeline building via the Model Context Protocol.

Python MCP Server

Exposes basic arithmetic and greeting tools, a queue status resource, and a queue analysis prompt, demonstrating MCP server-client interaction over stdio.

Purple AI MCP Server

Enables read-only access to SentinelOne's platform through MCP, allowing security investigations, threat hunting, and asset inventory queries via natural language.

Google Docs + Gmail MCP Server

Integrates with Google Docs and Gmail to append content and create drafts, with human approval gating.

Document Search MCP Server

A local MCP server providing read-only access to documents like Word, PDF, Excel, and images, with file listing, reading, and metadata extraction.