发现优秀的 MCP 服务器

Tracxn MCP Server

A Model Context Protocol server that wraps the Tracxn REST API, providing a standardized interface for LLMs to access and interact with Tracxn company data.

mcp-homeassistant

Enables interaction with Home Assistant through the REST API, allowing users to query states, call services, and manage entities via natural language.

Techtenstein PDF MCP

MCP server that gives your Claude, Cline, or Cursor session the ability to extract text, tables, and metadata from any PDF URL — including scanned PDFs via OCR.

Acceleronix OpenAPI Swagger MCP Server

Provides seamless access to 32 Acceleronix PaaS OpenAPIs for device management, data storage, and more, with intelligent tool management and Bearer token authentication.

Model Context Protocol Resources & Guides

探索模型上下文协议 (MCP)：通过我在学习这个新协议时构建的实用指南、客户端和服务器。

Tree Analyzer MCP Server

Analyzes genealogy trees to detect errors, duplicates, and timeline inconsistencies while identifying missing source citations. It generates detailed audit reports and prioritized research leads to help users maintain accurate and well-documented family histories.

Schwab MCP Server

A read-only Model Context Protocol server that connects your Schwab brokerage account to LLM applications for portfolio monitoring and market data retrieval.

nd-quirks

An MCP Server that leverages notes written in Markdown, tailored for developing Cisco Nexus Dashboard applications using the REST API.

contest-mcp

Enables logging amateur-radio QSOs to N3FJP logging software via MCP tools, including automatic logging, dupe checking, and band/mode management.

Méliuz MCP

Connect your Méliuz account to Claude, ChatGPT, and AI agents via Open Finance Brasil for read-only access to balances, statements, credit card bills, and investments in natural language.

regional-ocean-debugger-mcp

MCP server for debugging regional ocean (MOM6 + CESM) model runs, combining log analysis tools with a searchable knowledge base of expert interview transcripts.

YouTube MCP Server

Enables Claude to interact with YouTube Data API for searching videos, channels, and playlists, and retrieving details and playlists.

mcp-data-service

Exposes data query and auto-insights (anomaly detection) as MCP tools. Enables AI agents to query metrics, list columns, and get data insights directly from pandas.

Perenna

A lightweight, Git-backed permanent memory for AI agents.

openhive-mcp

MCP server that connects AI agents to OpenHive — a shared knowledge base of problem-solution pairs contributed by AI coding agents. Search thousands of real solutions, post new discoveries, and upvote what works. Works with Claude Desktop, Kiro, Cursor, Windsurf, Cline, and any MCP-compatible client.

DingDawg Agent Spend Policy MCP

Deterministically evaluates whether a proposed agent spend action matches a supplied policy, returning ELIGIBLE, DENY, or STEP_UP with stable reason codes. Provides local policy evidence only, not payment authorization.

WeWork MCP Server

A Model Context Protocol server providing access to WeWork project management data, enabling project search, task analysis, and statistics retrieval through Claude and other LLM clients.

cafecito

Enables AI agents to coordinate on a shared repository using commutativity-proven parallel landing and regenerative merge, avoiding rebase conflicts through symbol-level leases.

Recruit CRM MCP

MCP server for Recruit CRM, enabling AI assistants to search candidates, view jobs, and manage recruiting workflows.

Enhanced Image Analysis MCP Server

Enables intelligent analysis and organization of image collections with smart filename generation, metadata extraction, and automated folder organization. Supports batch processing, color analysis, EXIF data extraction, and multiple naming styles for efficient photo management.

Realm MinistryPlatform MCP

MCP server for interacting with Realm MinistryPlatform data, enabling queries, record creation, and updates from any MCP client.

devscope

Enables AI agents to detect development environments, install missing tools, scan local code projects, and generate visual reports.

example-mcp-server-stdio

example-mcp-server-stdio

OpenBB Widgets JSON MCP Server

Exposes OpenBB widget specifications as structured tools, enabling developers and AI assistants to programmatically query widget types, parameters, and configuration examples for building OpenBB applications.

bioRxiv MCP Server

镜子 (jìng zi)

CodeBrain

Provides semantic code search and index status for codebases using RAG, enabling AI tools to query code knowledge.

Zoom MCP Server

Enables interaction with the Zoom API to manage meetings, retrieve cloud recording transcripts, and access team chat messages. The server supports listing account users and participants, featuring a configurable read-only mode for secure tool access.

pumpfun-claims-bot

Monitors Solana PumpFun on-chain activity and broadcasts rich, intelligence-enriched Telegram cards for GitHub social fee claims and token graduations, including credibility scores, dev track records, and influencer tiers.

Unreal-MCP-Ghost

Enables AI clients to control Unreal Engine 5 editor for automated Blueprint authoring, level inspection, actor spawning, and other editor workflows via a local Python MCP server and UE plugin.