发现优秀的 MCP 服务器

Hydra DB MCP Server

Provides tools for storing, searching, and managing memories with knowledge-graph enriched context via Hydra DB's agentic memory.

MCP Billing Gateway SDK

Universal billing gateway for MCP servers. Add Stripe subscription billing to any MCP server with one line of code. Supports tiered plans, usage tracking, and automatic access control.

mcp-jira-server

An MCP server for Jira that enables comprehensive issue management, sprint operations, comments, attachments, and batch processing with localization and flexible date support.

mcp-package-health

An MCP server that provides AI agents with real-time package health data, vulnerability reports, and dependency graphs from PyPI and OSV.dev.

hermes-platform-mcp

Bridges Hermes Agent to the Hermes Intelligence Platform API, enabling tools to read/write learning loop data (context, feedback, signals, memory, etc.) via stdio.

mcp-gtm-signals-aggregator

Runs all GTM signal tools in a single call and returns a unified company intelligence report combining hiring, tech stack, LinkedIn, and job board data.

Aryn Local MCP Server

Enables processing PDFs via Aryn's API, typically used with a filesystem MCP server for file management.

Personal Memory MCP Server

A modern MCP server that provides Claude Desktop with the ability to store and retrieve personal information locally.

graylog-mcp

Provides a standardized MCP interface for querying Graylog logs, enabling AI agents to search, diagnose, and correlate runtime logs with code via configurable profiles.

newrelic-mcp

A command-line tool for monitoring and analyzing New Relic application metrics using MCP.

re-llm-decompile

MCP server that exposes an AI decompiler via an OpenAI-compatible API, enabling decompilation, explanation, and variable renaming of disassembly for binary analysis.

YNAB MCP Server

Enables users to interact with YNAB budgets, accounts, transactions, and more through a comprehensive set of tools with batch operations, deterministic analysis, and undo support.

metabase-lite-mcp

Enables AI agents to search and read Metabase dashboards and cards, explore database schema, and run read-only query previews through the Model Context Protocol.

mcp-calendly

Enables interaction with Calendly to manage event types, scheduled events, and invitees. It provides tools for checking user availability and canceling appointments directly through the Calendly API.

mcp-tenor

Enables GIF and sticker search, autocomplete, and retrieval from Tenor v2 API, part of the Pipeworx MCP gateway.

MCP RAG Server

Enables retrieval-augmented generation (RAG) by indexing and searching through documents (Markdown, text, PowerPoint, PDF) using vector embeddings with multilingual-e5-large model and PostgreSQL pgvector. Supports contextual chunk retrieval and incremental indexing for efficient document management.

Sistrix MCP

Fast, curated MCP server for the SISTRIX SEO Toolbox

webdev-mcp

An MCP server that provides web development tools including taking screenshots of screens, enabling AI agents to capture and analyze visual content during development.

wiri

Wiri is a headless wireframing MCP server designed for an LLM operator. It stores each screen as a small semantic scene graph, lays elements out without absolute coordinates, and closes the editing loop with deterministic renders and lint findings.

kObsidian MCP

Filesystem first MCP server for Obsidian vaults with an LLM-Wiki layer on top.

sheetspec

Validates Excel (.xlsx) workbooks against reviewed, lockable acceptance contracts, catching errors and outputting structured issues that agents can repair.

mitre-mcp

Comprehensive MITRE ATT\&CK MCP server with SOC integration for technique lookup, alert mapping, and coverage analysis.

Global Payments MCP Server

Enables AI agents to create and manage payment links programmatically via the Global Payments API, supporting single-use and multi-use links, retrieval, and API documentation retrieval.

Contraption Company MCP

Provides semantic search and access to Contraption Company blog posts and essays. Uses AI-powered embeddings to find relevant content and supports real-time updates via webhooks.

NASA MCP Server

Provides standardized access to 20+ NASA data sources including astronomy pictures, Mars rover photos, near-Earth objects, satellite imagery, space weather, and planetary data through a unified interface optimized for AI consumption.

Expo Docs MCP Server

Enables AI-powered semantic search through Expo SDK documentation across multiple versions (v51-v53 and latest), allowing developers to quickly find relevant documentation with configurable similarity scoring.

Bloomberg MCP

An MCP server that bridges AI assistants with Bloomberg Terminal data. It exposes 18 tools for reference, historical, technical analysis, screening, and calendar data through natural language.

quake-mcp

MCP server wrapping the USGS Earthquake Hazards API, enabling AI assistants to search the global earthquake catalog, look up event details, count quakes, find 'Did You Feel It' reports, and read realtime feeds.

Charts Visualization MCP Server

Enables generation and visualization of bar and pie charts from structured data using FastAPI and Altair. Charts are saved as PNG images and served via REST API endpoints with unique URLs.

mcp-flyin

A server that handles messaging or commands over a custom protocol