发现优秀的 MCP 服务器

sanrenxing

MCP server for divergent AI discussion with three complementary seats. Provides trio_round and fanout tools to explore multiple angles on a question.

volta-mcp-server

Create and read burn-after-read encrypted notes. AES-256-GCM E2E encryption with self-destructing URLs for secure credential handoff between users and AI agents.

sql-review-agent

Enables reviewing BigQuery SQL queries for performance issues, cost estimation, and suggested rewrites via an MCP interface.

mcp-uselessfacts

Enables fetching random useless facts and today's useless fact of the day via the uselessfacts.jsph.pl API.

SommelierX Wine Pairing MCP

Wine pairing intelligence for AI assistants. 7 MCP tools for sommelier-grade wine recommendations: pair wines with meals, ingredients, or recipe URLs, reverse pairing, group dinner planning, and search. Powered by a proprietary Wine DNA algorithm with 600+ wine archetypes. Supports API key and x402 (USDC on Base) autonomous agent payments.

Polarion MCP Server

Enables interaction with Siemens Polarion requirements management system through natural language. Supports authentication, project management, work item queries, document access, and requirements analysis.

RE-MCP Server

A local, privacy-first MCP server that orchestrates Ghidra, Binary Ninja, x64dbg, and system tools to provide AI assistants with powerful binary analysis capabilities.

Solarium

A knowledge base MCP server backed by Qdrant vector database with local embeddings for semantic search and document management.

zero-mcp-starter

A Cloudflare-deployed MCP server providing web search and webpage reading via Jina, plus current weather and forecasts via WeatherAPI, with keys stored securely on the user's account.

Redash MCP Server

Enables AI assistants to manage Redash queries, dashboards, visualizations, and data sources via natural language.

MCP Odoo

A TypeScript middleware that connects to Odoo via XML-RPC and provides HTTP API endpoints for querying leads, customers, and activities. Enables integration with orchestrators and LLM systems to interact with Odoo data through natural language.

comprehend-markdown

Translates project README files into multiple languages via MCP server or standalone pipeline, using local LM Studio models for translation, critique, and revision.

Homespun

Hand a human a rich interactive UI by URL from any MCP client and get structured data back: forms, approvals, surveys, pickers, editable lists. Round-trip human-in-the-loop for agents.

Jokes MCP Server

A Model Context Protocol server that delivers various types of jokes (Chuck Norris, Dad jokes, etc.) to Microsoft Copilot Studio and GitHub Copilot upon user request.

mcp-debugpy

MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Protocol, enabling AI agents to run tests, set breakpoints, and inspect variables via natural language.

ccpp-tools-mcp

MCP server providing deterministic, standards-traceable engineering calculations for combined-cycle power plant balance-of-plant design, such as fluid properties, pipe sizing, pump NPSH, and valve sizing, with every result including method, assumptions, and warnings.

tsconfig-inheritance-flattener-mcp

Resolves TypeScript config inheritance chains to reveal effective compiler options, resolves path aliases to physical files, and validates project references for AI agents.

Vector Search API

In-memory vector store with TF-IDF vectorization and cosine similarity search, paid per call via x402 micropayments.

paper-search

Enables searching, downloading, and exporting academic papers from 20+ scholarly sources including arXiv, PubMed, and Semantic Scholar. Supports multi-source concurrent search, citation network tracing, and export to CSV, RIS, and BibTeX.

Axiom MCP Server

适用于 Axiom 的 MCP 服务器

meridian-edge-mcp

Real-time prediction market consensus data for AI agents. Aggregates probabilities from 27,000+ markets across politics, sports, and economics with 14-second updates. Tools: get_markets, get_consensus, get_movers, get_divergences, search_markets.

Apifox MCP Server

Enables users to import OpenAPI 3 and Swagger 2 formatted JSON data directly into Apifox projects. It provides a tool for automating API documentation management and synchronization through Model Context Protocol clients.

Seedance 2.0 MCP Server

Provides read-only access to Seedance 2.0 AI video generator information including styles, pricing, documentation, and official links for MCP-compatible AI clients like Claude Desktop, Cursor, Windsurf, and Continue.

Photo AI Studio MCP Server

Enables AI photo generation, editing, and video creation from MCP-compatible clients like Claude Desktop, Cursor, and Windsurf.

MarketScope AI MCP Server

Enables AI-powered analysis of healthcare market segments, product comparisons, and sales data insights using natural language processing and retrieval-augmented generation.

wafpass-mcp

Secure MCP server that exposes WAFpass REST endpoints as tools for AI assistants, with role-based filtering and token validation.

MCP Code Analysis Server

An intelligent server that provides semantic code search, domain-driven analysis, and advanced code understanding for large codebases using LLMs and vector embeddings.

io.github.dontsovcmc/tochka-bank

MCP server for interacting with Tochka Bank API, enabling balance checks, payments, invoices, and other banking operations through Claude.

Specifai MCP Server

MCP 服务器向任何支持 MCP 的 AI 工具（例如 Hai Build、Cursor）提供 Specifai 项目需求、任务等。

PostgreSQL MCP Server

Enables Claude Desktop to connect to PostgreSQL databases, allowing users to query, explore schemas, and analyze data using plain English without writing SQL.