发现优秀的 MCP 服务器

Gemini-Video-MCP

Hands local video files to Gemini's native video understanding for detailed, timestamped descriptions, and also supports image/media viewing with frame extraction.

OSRS MCP Server

MCP Server for interacting with Old School RuneScape Wiki API and game data files, providing tools to search the OSRS Wiki and access game data definitions through the Model Context Protocol.

near-liquid-staking

A Model Context Protocol (MCP) server for interacting with liquid staking protocols on NEAR blockchain. Supports Meta Pool (stNEAR) and Linear Protocol (LiNEAR).

faststack-mcp

Local-first, read-only MCP server for Claude Code that indexes and searches full-stack projects (FastAPI + React + PostgreSQL) with SQLite-backed FTS, cross-reference graph, and file-watcher auto-reload.

Datadis MCP Server

Enables AI agents to access and analyze Spanish electricity consumption data via the Datadis API, providing tools for supply management, consumption analysis, anomaly detection, and executive reporting.

fastmcp-endpoint-toolsets

A single FastMCP server that exposes multiple URL-scoped tool groups, allowing agents to access only relevant tools via separate endpoints, reducing context bloat and token costs.

digital-fireplace-mcp

MCP server for 34 embeddable pixel-art digital fireplaces. Enables listing fireplace styles, retrieving HTML/embed codes, and getting recommendations based on mood or tags.

Jira MCP Server

Enables Jira issue management through natural language, including viewing, searching, creating, updating, and transitioning tasks via JQL and API operations.

Anamnesis

Provides a local-first, file-based memory layer for Claude Code that syncs across machines via git over private networks, with MCP tools for search, write, and sync of human-readable markdown notes.

Mock Screenshots MCP Server

Enables AI agents to compose fake chat conversations and generate deep links to a pre-filled mock screenshot generator for parody, education, and design mockups.

cql-mcp

Enables interaction with Cassandra/Scylla databases via CQL, supporting read-only and unrestricted read/write operations through MCP tools.

mcp-holidays

Enables querying public holiday data by country and year, checking if today is a holiday, and listing upcoming holidays through the MCP protocol.

thales-cdsp-crdp-mcp-server

Enables AI applications to protect and reveal sensitive data via Thales CipherTrust CRDP service, supporting bulk operations, versioning, and monitoring.

coding-os

MCP server for coding-os, a cognitive operating system that gives AI agents memory, structure, and discipline. It exposes tools for project management, task tracking, knowledge graphs, and cognition traces to Claude Code and Codex.

staruml-controller-erd-mcp

An MCP server for AI assistants to programmatically create and manage Entity-Relationship Diagrams in StarUML, including full CRUD operations and PostgreSQL DDL generation.

OpenTicket MCP Server

Enables agents to discover events, purchase tickets, and set reminders through MCP tools.

fastapi-mcp-inspect

Mounts an MCP server onto FastAPI to let AI agents inspect routes, endpoints, and schemas at runtime.

sf-symbols-mcp

An MCP server that helps AI agents pick the right SF Symbol for a UI function without hallucinating symbol names, using layered retrieval and verified catalog entries.

Lucius

An MCP server for Allure TestOps that enables AI agents to manage test cases, defects, test plans, and other test management entities with clear, easy-to-use tools and helpful error guidance.

Kontur.Zakupki MCP

Enables searching and retrieving Russian tenders (закупки) through the Kontur.Zakupki API. Supports filtering by date, text, laws, procedures, statuses, and more.

MCP Enterprise Gateway

A secure MCP proxy server with JWT authentication, SQL guardrails, rate limiting, and Kafka audit logging, enabling enterprise-grade access control for MCP clients like Cursor and Claude Desktop.

mattergate

A self-hostable MCP permissions gateway for legal-tech systems that connects legal apps once and exposes only the tools each team member should use, enforcing a thin policy and audit layer over vendor APIs.

StashDog MCP Server

Enables AI assistants to manage StashDog inventory through natural language commands, supporting item management, collections, tags, smart search, and URL imports with secure authentication.

Neo4j MCP Server

MCP server for Neo4j that provides abstract graph operations for LLMs, enabling safe and consistent interaction with Neo4j databases through tools like search, insert, update, delete, and schema introspection.

ddg-search-mcp

DuckDuckGo Search MCP Server. Scrapes DuckDuckGo Lite directly — no API key required, no rate limits, robust anti-bot protection.

VibeTape MCP Server

Captures key development moments, enables multi-agent traceability, provides intelligent context curation, and facilitates seamless agent-to-agent handoffs.

Remote MCP Server on Cloudflare

A template for deploying MCP servers on Cloudflare Workers with OAuth authentication and SSE transport. Demonstrates how to create remote MCP servers that can be accessed by Claude Desktop and other MCP clients over HTTP.

Context-Optimizer-MCP

An MCP server suite that optimizes prompt context by reducing tokens up to 98.8%, acting as persistent long-term memory and codebase scanner to save API costs.

MCP Shield

Security scanner and MCP server that catches dangerous patterns in MCP servers and AI agent projects, such as leaked secrets, shell execution, and prompt-injection text. Runs as both a CLI and MCP server with CI-friendly severity gates.