发现优秀的 MCP 服务器

Horizon Fidelity Monitor

Real-time conversation health monitor for AI agents that tracks structural dynamics like semantic drift and information gain using deterministic arithmetic, without calling an LLM.

bulgaria-payments-mcp

Enables AI agents to accept payments in Bulgaria via Stripe hosted checkout (cards, Apple Pay, Google Pay).

M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository

Provides AI assistants with persistent graph database memory using Neo4j, enabling task management, relationship understanding, semantic search with embeddings, file indexing, and multi-agent coordination through the Model Context Protocol.

@kjadeja/open-featurebase-mcp

MCP server for reading public Featurebase feedback boards, enabling agents to query user feedback, posts, comments, and statistics.

Aider MCP Server - Experimental

镜子 (jìng zi)

frameforge-mcp

MCP server that renders AI-authored documents to images and returns typed diagnostics for self-correction. It also provides visual QA metrics, raster-to-vector reconstruction, and image-to-draft proposals.

MCP Chess.com Server

Provides access to Chess.com's public API, allowing AI assistants to fetch player information and statistics.

mcp-memory-keeper

A local MCP server using SQLite to unify context and memory across multiple AI agents, enabling persistent decisions and preferences without re-explanation.

MCP Server CCXT

Provides access to cryptocurrency exchange APIs through CCXT, enabling market data retrieval, account balance checks, and trading operations across multiple exchanges like Binance, Coinbase, and Kraken with built-in security features.

fullstackcoffe-mcp-server

全栈咖啡-MCP服务器 (Quán zhàn kāfēi-MCP fúwùqì)

Math MCP Server

Provides secure mathematical computation capabilities including expression evaluation, symbolic math (derivatives, simplification), matrix operations, statistics, and unit conversion, with multi-tier acceleration through WebAssembly and WebWorkers for high-performance calculations.

MCP Datadog Server

Enables interaction with Datadog APIs through automatically generated tools from Postman collections. Supports monitoring operations, log management, metrics submission, and other Datadog functionality through natural language.

OrcaDub MCP Server

Enables AI video dubbing from any MCP-capable agent: upload a video or provide a URL, submit a dubbing job, poll progress, and download the finished MP4.

Mindmup2GoogleDriveMCP

A Model Context Protocol (MCP) server that provides seamless integration between MindMup mind maps and Google Drive. This server enables you to search, retrieve, and parse MindMup files stored in your Google Drive directly through the MCP interface.

Math MCP

A comprehensive math utility server implementing the Model Context Protocol (MCP) for reverse engineering and general-purpose arithmetic, bitwise, conversion, and encoding tasks via streamable HTTP.

Data Compliance Classifier MCP

Enables agents to validate data safety before storing, transmitting, or logging data, preventing GDPR/HIPAA/PCI-DSS violations with clear verdicts like SAFE_TO_PROCESS, REDACT_BEFORE_PASSING, DO_NOT_STORE, or ESCALATE.

FoundryNet Search

Enables web search and AI-summarized answers via an x402-gated gateway, with options for structured results or enriched summaries, accessible as an MCP server.

salesforce-mcp

MCP server that lets an AI agent read a Salesforce pipeline (opportunities, accounts, contacts) and write back to it safely through a narrow set of guarded tools.

discord-selfbot-mcp

Comprehensive Discord selfbot MCP server with 80 tools for full user autonomy, including messaging, guild management, voice, interactions, and more.

mcp-chatgpt

MCP server that lets AI assistants interact with ChatGPT Web via browser automation, enabling chat, web search, file/image attachments, and model selection.

idea-reality-mcp

Pre-build reality check for AI coding agents — searches 5 real databases (GitHub, Hacker News, npm, PyPI, Product Hunt) to check whether an idea already exists before you build it.

linkedin-humblebrag

Generates humorous LinkedIn posts from user achievements using a self-deprecating, vulnerable tone.

MCP MySQL Server

Enables interaction with MySQL databases (including AWS RDS and cloud instances) through natural language, supporting query execution, schema inspection, index management, and comprehensive database operations with secure SSL connections.

Remote MCP Server

A deployable MCP server on Cloudflare Workers that can be accessed from Claude Desktop or Cloudflare AI Playground, allowing users to create and use custom AI tools without authentication.

SoloTerm Docs MCP

Remote MCP server for SoloTerm/Solo documentation, providing search and execute tools to query and interact with the docs API using JavaScript async arrow functions in isolated workers.

mcp-stashbox

An MCP server for public stash-box metadata catalogues, enabling search of scenes and performers, reading records, and identifying files via fingerprints.

Wordstat MCP

Connects Claude or ChatGPT to Yandex Wordstat for keyword research, enabling frequency lookups, related phrase suggestions with noise filtering, and 24-month seasonality analysis directly in chat.

editorconfig_mcp

Formats files using .editorconfig rules to ensure consistent formatting, especially for AI-generated code.

transit

Provides read-only access to live Bay Area transit data, including routes, stops, real-time departures, vehicle positions, and service alerts, for use by large language models.