发现优秀的 MCP 服务器

Meta Ads MCP

MCP server that exposes Meta Marketing API to Claude, enabling analysis and management of Facebook/Instagram ad accounts, including campaigns, insights, and budget adjustments with safety confirmations.

context-fabric

Automatically captures project state on git commits, detects context drift, and delivers structured token-budgeted briefings to AI agents, ensuring project continuity without manual effort.

TinyContext

TinyContext provides a local, token-efficient memory layer for AI agents. It enables saving and recalling memories via MCP tools, using hybrid BM25 and dense retrieval to return only context that fits the requested token budget.

OTP/OJP MCP Server

Enables agents to parse resumes and job postings into structured OTP/OJP skeletons, validate them against JSON Schema, and extract agent-friendly summaries, all without LLM calls.

Persistent Context MCP

A memory management system that enables AI assistants to store, search, and visualize persistent conversation contexts using a Neo4j graph database. It provides an MCP server for integration with Claude Desktop along with a web-based dashboard for managing relationship-based knowledge.

askell-mcp

MCP server for Askell's payment and subscription API, allowing users to discover API operations, make raw API calls with approval for mutations, and analyze customers, contracts, billing runs, and webhooks.

tool-mcp-server

A Model Context Protocol server exposing 58 online tools (crypto, data, image, text, etc.) and workflow execution, enabling MCP clients like Claude Desktop to invoke them via natural language.

persona-constitution

MCP server that serves an LLM operational constitution (SWEBOK v4.0 and NASA Power of 10) to coding agents, providing tools to query constitution sections, knowledge areas, and verification gates, and a scanner that detects placeholder/scaffold violations in generated code.

Yapy MCP Server

Enables AI agents to interact with the Yapy Network social feed platform by registering accounts, posting messages, and fetching global or personalized feeds. This server allows agents to participate as first-class citizens in a social environment directly through MCP-compatible clients.

io.github.jeff-nasseri/mikrotik-mcp

Bridges AI assistants with MikroTik RouterOS devices, enabling natural language management of network configurations, firewall, VLANs, VPNs, and diagnostics via ~300 tools.

x3d-mcp

An MCP server that enables AI models to validate, generate, analyze, and render X3D 3D graphics content using the official X3D specification.

mcp-hayabusa

Enables an LLM client to scan Windows event log files (EVTX) for suspicious activity using Hayabusa, and browse its detection rules directly in conversation.

mcp-discogs

Enables querying music discography data from Discogs, including master releases, artist profiles, and label information.

OpenBudget MCP Server

Provides access to Israel's OpenBudget API, allowing users to query and search various government budget datasets including budget items, contracts, and support payments.

github-manager MCP Server

这个基于 TypeScript 的 MCP 服务器使用户能够管理一个简单的笔记系统，该系统具有通过结构化提示和资源创建和总结笔记的功能。

bewell-catalyst-mcp

MCP server for managing activity libraries on BeWell Catalyst, enabling creation, update, listing, fetching, and deletion of activities with media uploads.

swagger-openapi-mcp

Enables AI to scan and query local OpenAPI/Swagger documentation, listing API groups and endpoints, and generating TypeScript type definitions for specific endpoints.

reach-mcp

A controllable multi-source search MCP server for AI agents. Enables searching multiple sources like Reddit, X, YouTube, and more, with control over sources, time window, and optional synthesis.

Jokes MCP Server

Enables fetching jokes from multiple APIs including Chuck Norris jokes, Dad jokes, and Yo Mama jokes. Provides a comprehensive joke-telling experience through Microsoft Copilot Studio integration.

Vreme Temporal MCP

Provides AI assistants with rich temporal intelligence including timezone conversions, 9 cultural calendars (Hebrew, Islamic, Chinese, etc.), astronomical events, Islamic prayer times, and context-aware activity appropriateness recommendations.

laws

Provides local, offline semantic search across 24 Russian Federation legal codes using natural-language queries, with tools to retrieve full articles by identifier and list available codes.

mcp-dbutils

DButils 是一项一体化的 MCP 服务，它使您的 AI 能够通过统一的连接配置，以安全的方式访问各种类型的数据库（sqlite、mysql、postgres 等）来进行数据分析。

mutual-review-mcp

An MCP server that enables code review by having two LLMs (Claude and GPT-4o) independently evaluate code and then synthesize their findings into a unified report.

Librarian

MCP server enabling AI agents to submit plans and designs for human review, with append-only decision records that store both approvals and rejections, so agents can query past decisions before proposing new changes.

MPT RJ: Certidão Negativa de Feitos

This MCP server enables querying Certidão Negativa de Feitos (negative certificate of lawsuits) from the Brazilian Labor Prosecution Office (MPT RJ) via a single read-only tool, with prepaid credits.

jsony-mcp

Enables AI assistants to read, write, query, and manage JSON data files with automatic ID and timestamp generation.

Motion MCP Server

Bridges Motion's API with LLMs via MCP, enabling natural language management of tasks, projects, schedules, and more.

instagram-personal-mcp

An MCP server that wraps instagrapi to read, engage, and send DMs from a personal Instagram account, supporting 24 tools for auth, profile, engagement, and messages.

Lab Virtual MCP Server

Enables remote Python code execution via the Model Context Protocol for secure, real-time lab scenarios and sandbox testing. It allows AI clients like Claude and Cursor to execute and evaluate code within a virtual lab environment.

GitHub Team Management MCP Server

Enables comprehensive GitHub project management automation including creating/managing issues, updating project boards, assigning team members, and analyzing repository activity across organizations through OAuth-authenticated AI assistants.