发现优秀的 MCP 服务器

MCP Portfolio Server

Fetches and normalizes investment portfolio data from eToro and Interactive Brokers (IBKR), enabling AI agents to consolidate, aggregate, and visualize holdings across brokers.

Sekha MCP Server

This MCP server exposes Sekha memory tools (store, search, update, etc.) to any MCP-compatible client, enabling persistent conversation memory across Claude Desktop, Claude Code, and other applications.

edt-mcp-tool-description-optimizer

Optimizes EDT MCP tool descriptions by replacing verbose documentation with concise summaries stored in SQLite, reducing context usage while allowing on-demand retrieval of full tool guides.

ContextLattice

ContextLattice is an HTTP-first, MCP-compatible memory/context/task orchestrator that persists writes and returns fused recall from specialized stores with local-first defaults. Primary URL: https://contextlattice.io/ Install: https://contextlattice.io/installation.html Troubleshooting: https://contextlattice.io/troubleshooting.html

kubernetes-mcp

A Model Context Protocol (MCP) server that provides safe, read-only access to Kubernetes resources for debugging and inspection. Built with security in mind, it offers comprehensive cluster visibility without modification capabilities.

Portable-Agent-Memory

Local-first, MCP-first cross-agent cognitive asset layer that enables agents to store, retrieve, govern, and migrate memory, roles, and verified skills as portable assets via MCP tools and SQLite.

Enterprise-MCP

An MCP server providing calculator and file system tools, enabling AI agents to perform mathematical calculations and file operations.

Skeleton MCP Server

A template project for building Model Context Protocol servers with FastMCP framework, providing example CRUD API implementations, Docker support, and development best practices.

Rust Docs MCP Server

🦀 防止 AI 助手提供过时的 Rust 代码建议。这个 MCP 服务器获取最新的 crate 文档，使用嵌入/LLM，并通过工具调用提供准确的上下文。

GroupDocs.Merger MCP Server

Enables document merging, splitting, and info retrieval for PDF, DOCX, XLSX, PPTX, and 30+ formats via AI agents.

Researcher MCP Server

Enables LLMs to research answers using DuckDuckGo web and news search plus Wikipedia, providing up-to-date information and current events.

hello-aigent-subscriber

Enables agents to subscribe to Hello Aigent feeds, fetch signed updates, verify them, and act on them.

polar-mcp-mini

Minimal MCP server connecting Polar AccessLink to Claude, enabling retrieval of exercises, sleep, and nightly recharge data.

mcpstrike

MCP server that connects an LLM via Ollama to security tools for autonomous or guided penetration testing from a terminal interface.

Xava Labs MCP Template

A template repository for bootstrapping Model Context Protocol (MCP) servers with WebSocket and SSE support, enabling real-time bidirectional communication and server-to-client streaming in Cloudflare Workers.

cove-sensory-mcp

A local stdio MCP server that lets an Agent use configured multimodal providers to inspect images, video, audio, and music files, acting as a sensory layer for text-only LLMs.

GNews MCP Server

Enables searching news articles and retrieving top headlines from the GNews API with support for filtering by topic, language, and country.

BioMCP

A high-performance MCP server that gives LLMs access to 25 biomedical tools federated across 50+ upstream APIs for genes, variants, drugs, diseases, literature, clinical trials, and structural biology.

Orgo MCP Server

Enables AI agents to control virtual computers through Orgo, supporting computer management, screen actions, shell commands, file operations, streaming, and AI completions.

spec-coding-mcp

A local MCP server for spec-driven development, enabling users to create, review, and manage specs that guide AI code generation and testing.

home-services-mcp

Home Services MCP by HireNimbus lets AI agents find, compare, and book verified local pros for handyman, renovation, HVAC, plumbing, electrical, and landscaping jobs in supported US metro markets.

DevDocs MCP Server

Provides access to 600+ documentation libraries from DevDocs.io including Python, JavaScript, React, Django, and more. Enables searching, browsing, and retrieving documentation content directly through Claude Desktop.

GitHub PR MCP Server

MCP server for interacting with GitHub Pull Requests, enabling listing, viewing, commenting, reviewing, and merging PRs.

todo-mcp-server

MCP server for Riah To-Do, enabling AI to manage priorities via tools like get_priorities, replace_priorities, add_priority, set_priority_completed, and remove_priority.

knowledge-base-mcp

Exposes a knowledge base to LLM clients through tools, resources, and prompts.

BitSight Community MCP Server

Enables access to BitSight security rating data through company search and rating retrieval functionality. Automatically manages BitSight subscriptions for one-time rating requests and provides structured security assessments for companies.

MCP Data API

A FastMCP-based server that provides tools for API discovery and execution, hierarchical category management, and SQL query execution through the Model Context Protocol.

mcp-mygene-info

MCP server for querying gene annotations, full-text gene search, and species taxonomy via MyGene.info. Enables AI agents to access gene data through natural language questions.