发现优秀的 MCP 服务器

Personal Brain MCP

A PostgreSQL-backed MCP server for long-term personal memory, enabling context retrieval, memory saving, and read-only SQL queries for personal data.

SUSEP: Corretores

Enables querying official Brazilian insurance broker registry data from SUSEP through a read-only, hosted MCP server with pre-paid usage.

Wireshark MCP Server

Network capture and analysis via tshark, exposing 20 tools including composite workflows for reconnaissance, device identification, and security auditing, enabling AI assistants to perform deep packet inspection.

MCP Server Healthcare

Enables NHS clinical coding, SAR/FOI tracking, DSAR processing, batch coding, and patient data operations via a Cerner FHIR R4 sandbox through MCP tools.

ollama-mcp

A VRAM-aware MCP server that offloads token-heavy development tasks to local Ollama models, saving API tokens for complex reasoning.

windcraft-mcp

Enables Cursor and Claude Code to read design tokens and rules, and validate component code against a design system before generating UI.

FreeCAD MCP Next

MCP server that connects FreeCAD to AI assistants via a local workbench and XML-RPC bridge, enabling natural language control of FreeCAD.

mcp-context-memory

A local semantic memory and code-indexer that uses AST parsing for structural understanding and persists architectural decisions to help AI assistants bypass context window limits.

Hydrata MCP Server

Enables running, monitoring, and managing ANUGA flood simulations on Hydrata Cloud, supporting project listing, scenario queries, simulation start, status polling, cancellation, and retry operations.

Continuum

An autonomous AI showrunner for serialized vertical micro-drama that generates episodes with consistent characters and style using a series bible and multi-agent pipeline.

ai-discuss

Enables a host AI agent to trigger a multi-agent debate, running N-rounds where agents critique each other's answers, then synthesizes a consensus recommendation with ranked options.

pad-core

MCP server for collaborative markdown editing, allowing agents to write documents and humans to comment, with comments fed back as agent input.

ballerina-activemq-mcp-server

Automates the full setup and deployment of Ballerina + Apache ActiveMQ integrations inside a WSO2 Integrator workspace, from broker validation to a runnable BI-low-code-ready project.

Close CRM MCP

Wraps the Close CRM API to enable AI agents to interact with Close CRM data, manage leads, contacts, and activities through natural language.

Remote MCP Server Template

A template for deploying authentication-free MCP servers on Cloudflare Workers. Enables easy creation and deployment of custom MCP tools that can be accessed remotely by AI clients like Claude Desktop and Cloudflare AI Playground.

INMETRO: Cronotacógrafo

MCP server for consulting Brazilian INMETRO chronotachograph data from official sources, read-only, with one tool for queries.

crc-doc-mcp

An MCP server that provides intelligent access to CRC/OpenShift Local documentation by fetching, caching, and searching official docs.

QR Reader MCP Server

Enables AI assistants to decode QR codes from images, with tools for scanning full images and enhancing blurry or reflective regions before decoding, plus quality diagnostics to guide retry strategies.

brainfaq-mcp

MCP server for debugging Brainfuck programs. It provides tools to load code, step through execution, run programs, and inspect state.

Music Production AI MCP

Music Production AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Juicy Designs Quote MCP Server

Enables AI agents to request quotes and strategy sessions from Juicy Designs, and read service catalog, case studies, reviews, and FAQs via MCP or REST APIs.

Alibaba Cloud RDS OpenAPI MCP Server

一个服务器，通过 OpenAPI 为阿里云 RDS 数据库服务提供管理和连接功能，使用户能够通过 MCP 集成创建、查询和修改 RDS 实例。

BibTeX MCP Server

Searches academic references from arXiv, DBLP, Semantic Scholar, and OpenAlex concurrently and generates BibTeX citations.

DETRAN AP: Impressão de CRLV

MCP server for querying official DETRAN AP (Amapá) vehicle registration (CRLV) data, with read-only tools and prepaid per-query pricing, hosted on mcp.ai.

cronmanager-mcp

Enables managing cron jobs, maintenance windows, and settings through natural language by exposing the Cronmanager REST API as MCP tools for LLM clients like Claude.

Kommo MCP Server

Enables AI assistants to autonomously interact with Kommo CRM, providing tools for managing pipelines, leads, contacts, and custom fields via the Kommo API v4.

Task Context MCP Server

Enables AI agents to autonomously manage and improve execution processes for repetitive task types by storing reusable task contexts with associated artifacts (practices, rules, prompts, learnings) and providing full-text search across historical best practices.

IndexGraph MCP Server

Enables querying functions and their call relationships in frontend HTML inline scripts via indexgraph_node and indexgraph_explore tools.

euinvoice-mcp

An MCP server for European invoicing rules. Query VAT rates, e-invoicing requirements, format specifications, and compliance rules for EU-27 + EEA countries.