发现优秀的 MCP 服务器

INITE Brain

An open-source bitemporal knowledge graph that provides long-term memory for AI agents via a native MCP endpoint, enabling conflict-aware ingest and hybrid retrieval.

logiwa-mcp-server

An MCP server for the Logiwa IO (WMS) API that lets MCP clients work with warehouse data through tools for products, inventory, orders, and reports.

mcp-pexels

A Model Context Protocol server that exposes Pexels API tools for searching and retrieving free stock photos, videos, and curated collections, enabling AI agents to incorporate royalty-free media directly from chat.

Zen MCP Server

A Model Context Protocol server that gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter) for enhanced code analysis, problem-solving, and collaborative development through AI orchestration with conversations that continue across tasks.

io.github.Michael-WhiteCapData/WhiteCapData-Dev

Enables AI agents to inspect and operate a Kubernetes cluster safely, with read-only mode and namespace allowlist for mutations.

Jira Daily PM Radar

Enables PM radar analysis of Jira projects, providing daily, sprint, and backlog reports with issue context and search.

ldm-email-deliverability

Programmatic email deliverability testing for AI agents. Create inbox placement tests across Gmail, Outlook, Yahoo, Mail.ru, Yandex — get per-provider placement (Inbox/Spam/Promotions), SPF/DKIM/DMARC auth, Rspamd & SpamAssassin verdicts, DNS health (MX, PTR, DNSBL), and live SSE results.

eleata-verify-mcp

MCP server for verifying claims against evidence using natural language inference, providing verdicts like Supports, Refutes, or Not Enough Evidence.

PRIMS – Python Runtime Interpreter MCP Server

Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox environments with automatic dependency management and file handling. Each code execution runs in a fresh virtual environment that gets destroyed after completion, providing safe and reproducible Python code execution.

Ambient Code Platform MCP Server

Delegates expensive or long-running AI tasks to Kubernetes-hosted Claude agents running on OpenShift. Enables creating, managing, and monitoring remote agentic sessions for complex work like codebase analysis and security audits.

SolidworksMCP

Enables control of a live SOLIDWORKS session through the Windows COM API, providing native sketch, feature, body, reference-geometry, view, probe, and export operations, along with transactional CAD plans, parametric sketches, multibody tools, and deterministic raster-to-sketch vectorization pipelines.

AIQUAA Playwright MCP Server

Converts requirements into traceable, CI-ready Playwright BDD tests connected to business rules, with support for Gherkin generation, rule mapping, and automated test pipelines.

RapidOCR MCP Server

一个基于 RapidOCR 的 MCP 服务器，提供易于使用的 OCR 接口。

cloudwatch-mcp

Provides AI assistants with read-only access to AWS CloudWatch Logs for production debugging and log analysis, enabling error searching and bug report generation.

Filesystem MCP Server

Enables secure filesystem operations with directory sandboxing and optional read-only mode. Supports file reading/writing, directory management, file searching, and text operations while restricting access to specified directories.

Zerodha Trading Bot

A Node.js-based trading bot that integrates with the Zerodha platform to provide automated stock trading operations through MCP tools including session management, buy/sell operations, and portfolio tracking.

KoboToolbox MCP Server

Enables MCP clients to query and export KoboToolbox field data using natural language, allowing users to ask questions about submissions and export data without manual logins.

EduChain MCP Server

Integrates with Claude Desktop to generate educational content such as multiple-choice questions, lesson plans, and flashcards using the EduChain library.

shutter-cull-mcp

Enables AI agents to cull photo shoots by evaluating sharpness, eye-openness, and aesthetics, and writing reversible XMP sidecars for Lightroom, with strict safety gates to prevent unauthorized writes.

SentryFrogg MCP Server

Provides a governed command plane for MCP agents to manage PostgreSQL databases, SSH sessions, and HTTP APIs with encrypted credential storage and prescriptive workflows.

Nextcloud MCP Server

Enables AI assistants to interact with Nextcloud instances through secure APIs, supporting operations across Notes, Calendar, Contacts, Files, Deck, Cookbook, and Tables with OAuth2 or Basic Auth.

MCP Server ODBC via SQLAlchemy

一个使用 FastAPI、ODBC 和 SQLAlchemy 的简单 MCP ODBC 服务器。

reflex-brain

MCP server that gives AI agents a continual learning brain with lessons, skills, memories, evidence-based refinement, rollback, and hybrid GraphRAG retrieval.

OASIS Unified MCP Server

This server integrates the OASIS, OpenSERV, and STAR platforms to provide tools for managing digital identities, minting NFTs, and orchestrating AI agent workflows. It also supports smart contract generation across multiple blockchains and direct Solana RPC operations for transaction management.

mythos-reasoning-mcp

A deterministic verification gate for MCP clients that independently checks model outputs against evidence, contradictions, calibration, and provenance without relying on LLM self-assessment.

arxiv-analyzer

Enables LLM agents to search arXiv, download papers, parse PDFs into structured sections, and extract key findings using client-side LLMs. Features persistent caching and layout-aware PDF extraction.

mcp-evolution-api

MCP server that wraps the Evolution API (WhatsApp) as semantic tools for LLM agents, enabling messaging, chat management, group operations, and instance control via natural language.

blender-mcp

Enables Claude AI to interact with and control Blender for 3D modeling, scene creation, and manipulation.

Feishu Base MCP Server

Enables LLMs to interact with Feishu Base (Lark) databases by providing comprehensive tools for managing records, tables, and schemas. It supports full CRUD operations on database entries and structural modifications to table fields through the Model Context Protocol.

MEOK x402 Wrap MCP

Provides a 1-line USDC paywall wrapper for any FastMCP tool using the Coinbase x402 protocol, enabling pay-per-call endpoints settled on Base, Polygon, Solana, or Bitcoin Lightning.