发现优秀的 MCP 服务器

ScreenshotInk MCP Server

Enables AI agents to capture, batch, compare, and audit web pages using ScreenshotInk's hosted Chromium fleet, with tools for screenshotting, pixel-diff comparison, Lighthouse audits, and sitemap capture.

timeline-mcp

A deterministic MCP server that gives AI assistants a temporal memory layer by extracting events from conversation, normalizing time expressions, and maintaining structured timeline state to enable consistent multi-session conversations.

mcp-thesportsdb

Enables AI agents to query sports data including teams, players, events, and standings from TheSportsDB through natural language or direct tool calls.

Mercury Spec Ops MCP Server

Enables AI assistants to dynamically generate technology-specific prompts and modular templates for PRD, codebase analysis, and bug analysis through programmable tools, supporting 31 technology stacks and multiple analysis dimensions.

kifrs-mcp-server

Enables querying K-IFRS and K-GAAP accounting standards from kifrs.com through Claude, providing tools for listing, retrieving standard details, and searching.

gitlab-mcp-server

Enables interacting with GitLab repositories, merge requests, and code through natural language using MCP. Supports authentication with personal access tokens or OAuth2, and provides tools for listing projects, reading repository code, and analyzing merge request lifetimes.

Swagger MCP

High-performance server for exploring Swagger/OpenAPI specifications with dynamic session management, lightning-fast endpoint search, and efficient caching. Enables AI assistants to discover, search, and generate code from REST APIs.

slate

Enables AI agents to read and write to an iPad whiteboard via MCP, including structured elements, handwritten text, and image rendering.

openai-image-mcp

Exposes multiple image generation backends as independent MCP tools for generating images with configurable models and parameters.

cargo-mcp

cargo-mcp

cfr-compliance-mcp

A production-quality MCP server that exposes the official eCFR API as structured tools for AI-driven contract compliance, enabling retrieval of relevant Code of Federal Regulations by clauses extracted from contracts.

Switzerland Payments MCP

Enables AI agents to accept payments in Switzerland via Stripe hosted checkout, supporting TWINT, cards, and Apple Pay.

MCP Server Boilerplate

A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflows to help developers create their own AI assistant integrations.

wandering-rag-mcp

A local RAG knowledge base MCP server that exposes semantic document search as tools using zvec for vector storage and Qwen3-Embedding for text embedding.

EVIDIQ Circuit MCP

Verifiable API proxy and circuit breaker guard for autonomous agents, offering TLS attestation, payload schema inspection, circuit breaker enforcement, webhook signature verification, and 0G-anchored receipt attestation.

Twitter Bridge MCP

Enables Claude.ai to interact with Twitter/X by using browser automation to perform actions like posting, replying, and searching through a logged-in Chrome session. It provides a cost-effective alternative to the official API by bridging the Model Context Protocol with a real browser instance.

memory-kernel

A local memory layer for AI agents that stores structured memories in SQLite and retrieves relevant context for tasks.

Maya MCP

Enables AI assistants like Claude Desktop to control Autodesk Maya via natural language through the Model Context Protocol.

mcp-use-didwba

一个使用 didwba 作为认证技术的 MCP 客户端和服务器的例子。

Peckboard Graphify

Enables agents to build and query code knowledge graphs for repositories in a folder — finding shortest paths between concepts, explaining concepts with neighbours and community context, and visualizing per-repo graphs through MCP tools.

AgentBase MCP Server

Open registry of agent instruction files — system prompts, skills, workflows, and domain packs. Exposes the OpenClaw registry via 4 MCP tools: search by keyword/category, fetch full instruction files, list categories, and get top-rated files. CC0 licensed, free to use.

MCP Git Repo Browser

一个 Node.js 服务器，允许通过 MCP 浏览 Git 仓库，并提供查看目录结构和读取仓库中重要文件的工具。

Fact Checker MCP Server

Enables verification of simple factual claims (e.g., capital cities) by checking against Wikidata, returning accuracy and confidence scores.

brave-search-mcp-cloudflare

Enables Brave Search tools (web, news, image, video, local, summarizer) via remote MCP over HTTP, deployable on Cloudflare Workers with optional Cloudflare Access authentication.

Greek Financial Regulation MCP

Query Greek financial regulation data — regulations, decisions, and requirements from HCMC and Bank of Greece — directly from MCP-compatible clients like Claude or Cursor.

LLM Evaluation Harness MCP Server

Evaluates RAG outputs on faithfulness, answer relevancy, and context precision using an LLM-as-a-Judge backend. Exposes tools for running evaluations, scoring individual samples, and checking thresholds, enabling CI gating and on-demand assessment via MCP.

Alibaba Cloud Yaochi DB MCP Server

Enables AI coding assistants to manage Alibaba Cloud databases by creating instances, executing SQL, and more directly from the IDE.

MCP-SSE4

从 MCP 服务器演示创建。

Suunto MCP

Enables Claude to access and analyze Suunto sports watch data, allowing users to ask natural-language questions about their workouts, training metrics, and history.

Company MCP Server

Enables AI to interact with internal company systems through API integration, supporting data search, information updates, report generation, and system connectivity.