发现优秀的 MCP 服务器

data-aggregator-mcp

Searches and fetches research datasets across Zenodo, DataCite (Dryad/Figshare/Dataverse/OSF), NCBI omics archives (GEO/SRA/BioProject), and the literature (PubMed/OpenAIRE) through one normalized model — deduplicating by DOI, expanding organism queries with NCBI Taxonomy synonyms, and bridging papers to the datasets they produced. Resolves citations and open-access full text, and downloads files.

Element MCP Server

Connects Claude with Matrix/Element to read and search messages across rooms. Enables listing rooms, viewing room information, retrieving message history, and searching conversation content from your Matrix account.

Oceanir Memory

Provides persistent long-term memory for AI coding agents by storing entities, relations, and observations across different sessions. It enables users to manage and query structured knowledge like coding preferences, project patterns, and technical solutions via a graph-based storage system.

Organism Memory MCP Server

Provides persistent, searchable memory for AI agents across sessions using a four-tier memory system, without sending data to external APIs.

AllFlyghts MCP Server

Enables flight search, location lookup, and city information retrieval using the AllFlyghts public API through MCP tools.

Codex MCP Telegram

Enables remote execution of Codex CLI commands and provides an MCP tool for AI agents to escalate questions to humans via Telegram, allowing for human-in-the-loop workflows when away from the machine.

Awesome Blockchain MCPs 🚀

🔗 一个精选的区块链和加密模型上下文协议 (MCP) 服务器列表。 🚀 使得 AI 代理能够与区块链、Web3、DeFi、链上数据、链上操作等进行交互。

solfleet

Agent-safe management of independent Solana validators and RPC nodes over MCP and CLI: Solana-aware status, in-place upgrades, and DNS failover. Every change is dry-run by default, policy-gated, and audited, and it never touches keypairs.

agent-mem0

Provides persistent cross-session memory for Claude Code, enabling it to remember user preferences, decisions, and project context across new sessions.

Code Understanding MCP Server

An MCP server that analyzes local or remote GitHub repositories, providing intelligent code context and structure to AI coding assistants.

ingress2gateway-aws-mcp

Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML through a conversational interface, with validation and migration reporting.

MolTrust

MolTrust MCP Server provides AI agents with identity verification, reputation scoring, and verifiable credentials through W3C DID-based trust infrastructure. Includes ERC-8004 on-chain agent registration and Base blockchain anchoring for tamper-proof credential verification.

MCP OpenAPI Connector

Enables Claude Desktop and other MCP clients to interact with any OAuth2-authenticated OpenAPI-based API through automatic tool generation from OpenAPI specifications, with built-in token management and authentication handling.

edge-ai-MCP

Enables ArduPilot drone control through MAVSDK plugins, supporting mission upload, telemetry, and flight commands via MCP tools.

Cortex MCP

A Model Context Protocol server that provides natural language access to Cortex API, enabling users to query information about their system's structure and make faster decisions about services, incidents, and team responsibilities.

Changelog AI MCP

Changelog AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

amap-weather-server

一个带有 MCP 的高德地图天气服务器

Todoist MCP Server

Enables task, project, section, label, and comment management via Todoist's API. Supports batch operations and pagination.

coherence-mcp-server

Enables AI agents to interact with the Coherence Network platform, allowing them to browse ideas, record contributions, and access governance features via natural language.

Fortune MCP Server

Enables users to perform tarot card readings and generate horoscopes based on specified dates, times, and locations. Provides mystical divination services through tarot draws and astrological calculations.

Salesforce DX MCP Server

Enables secure interaction with Salesforce orgs through LLMs, providing tools for managing orgs, querying data, deploying metadata, running tests, and performing code analysis. Features granular access control and uses encrypted auth files to avoid exposing secrets in plain text.

Android Tester MCP

An MCP server for automating virtual or physical Android devices using the Gbox SDK. It enables users to manage app installations, capture screenshots, and perform complex UI actions through natural language instructions.

billy-mcp

An MCP server for Danish accounting via Billy.dk API, enabling natural-language control over invoices, bank lines, reports, and more, with a write-guard for safety.

minecraft-mcp

A set of MCP servers that allow AI assistants to control a Minecraft server and client, including running commands, managing plugins, taking screenshots, and calling arbitrary API methods via reflection.

Plex MCP Account Finder

Connects to multiple Plex accounts to perform fuzzy searches for users across servers by email, username, or display name, and generates authentication tokens for new account access.

Notion MCP Server

Enables interaction with Notion workspaces, allowing users to search, query databases, create/update pages, and manage content via natural language through MCP.

biosamples-mcp

Validates biological sample metadata against ENA checklists, recommends appropriate checklists, and retrieves checklist field definitions via MCP tools.

EduChain MCP Server

Enables the generation of educational content such as multiple choice questions, lesson plans, and flashcards by connecting local Ollama models to Claude. It leverages the Educhain library to provide structured AI-powered learning tools through the Model Context Protocol.

test-mcp

从 MCP 服务器创建