发现优秀的 MCP 服务器

predictalot

MCP server for predictalot, providing streamable HTTP tools for zero-shot time-series forecasting with multiple foundation models and per-type ensembles. Tabular ML endpoints are currently HTTP-only.

postgresdb-mcp

Enables AI assistants to interact with PostgreSQL databases, providing tools for querying, table listing, schema exploration, and multi-environment management with write protection and schema scoping.

SiteAudit MCP

Enables AI agents to perform instant SEO, performance, and security audits of any website through the Model Context Protocol. It provides comprehensive analysis without requiring API keys or configuration.

DevOps AI Toolkit

Enables intelligent Kubernetes deployments, automated documentation testing, organizational pattern management, and shared prompt libraries. Provides AI-powered recommendations based on cluster capabilities and automates DevOps workflows through conversational interfaces.

mcp-document-assistant

A local AI document assistant MCP server that enables listing, reading, and editing documents via tools, resources, and prompts, allowing LLMs to manage document workflows through natural language.

Google Cloud Run MCP Server (SSE)

Enables deployment of a Model Context Protocol server with SSE transport on Google Cloud Run for integration with Antigravity.

Mobi MCP Server

A Model Context Protocol server that enables AI models to interact with Mobi instances, providing structured data exchange and command execution for ontology management, data retrieval, and content creation.

fastNotion MCP

Enables AI assistants to read and write to Notion databases with schema adaptation and stable API integration.

Open Context

AI context management for codebases – enables Claude Code to read, search, and update project documentation via MCP.

MCP E-commerce Server

Provides e-commerce product management with CRUD operations, AI-powered descriptions, and MySQL database integration through MCP.

furlen-mcp

Turns a CSV — or a public dataset named in plain English — into an animated chart video. Every numeric claim in the generated narration is recomputed from the source rows before export, and a claim that does not reconcile blocks the export rather than shipping.

ANTT: Veículo

MCP server for querying official ANTT (Brazilian National Land Transport Agency) vehicle information through a read-only tool. Accessible via Mcp over HTTP, it works with any MCP client like Claude, Cursor, or VS Code using a pay-per-use prepaid credit model.

persistent-kb-mcp

A local-first MCP server providing persistent, searchable knowledge base via SQLite, enabling AI agents to save and recall facts across sessions without cloud dependencies.

SmartAPI MCP Server

Enables integration between MCP-compatible clients and APIs registered in the SmartAPI registry, allowing seamless discovery and interaction with bioinformatics and life sciences APIs through standardized MCP protocols.

Tribunal TRT20: Consulta Processual

Enables read-only consultation of Brazilian labor court (TRT20) legal proceedings through a single tool, allowing users to query official case information via natural language in any MCP-compatible client.

Hyperliquid MCP Updated

A read-only Model Context Protocol server for Hyperliquid that exposes over 30 tools to query public market data and user state via the Hyperliquid Info API, without requiring a private key.

client-compass

Generates personalized client strategy briefs from a name, and manages client profiles for behavioral intelligence, enabling client-facing professionals to prepare for conversations.

Dynamic MCP Server

Enables crash dump analysis and kernel debugging by integrating the real crash utility with automatic dump discovery, kernel matching, and session management.

Maigret MCP Server

Enables OSINT research by searching usernames across hundreds of social networks and websites, and analyzing URLs to extract information and find associated usernames using the Maigret tool.

StudyPilot MCP Server

Provides tools to extract key facts from study notes, generate quizzes, and grade answers via JSON-RPC.

snipara-mcp

Lightweight MCP connector that provides persistent project memory and context optimization for AI agents via Snipara's hosted APIs.

Synthetic Search MCP Server

Provides privacy-focused web search capabilities with zero-data-retention for MCP-enabled applications. It allows users to execute search queries and retrieve ranked results using the Synthetic Search API.

mymcpservercli

A Model Context Protocol server framework featuring dynamic tool loading and automatic tool discovery from a dedicated directory. It leverages FastMCP to provide a robust environment for building, configuring, and testing individual Python-based tools.

GR-MCP

An MCP server that enables natural language-driven creation and management of GNU Radio flowgraphs with validated block connections and parameter configurations. It provides tools for searching the GNU Radio block library, detecting SDR hardware, and generating functional signal processing code.

knowing

Content-addressed code graph that produces ranked context for AI agents in one call. 22 MCP tools across indexing, blast radius, test scope, semantic diff, runtime traffic, and feedback-aware context packing. Incremental updates via Merkle DAG (no re-indexing). GCF wire format saves 84% tokens vs JSON

Figma MCP Server

Enables AI assistants like Cursor to interact with Figma designs programmatically. Supports reading design information, modifying elements, creating components, managing text content, and automating design workflows through natural language commands.

chat-room

Provides a local chat room for coordinating work across Git worktrees, coding agents (Claude, Codex), and humans, with tools to start, wake, stop, message, and search agent sessions.

Gmail MCP Server

Enables AI applications to send emails, manage drafts, and compose professional emails through Gmail API with secure multi-user OAuth2 authentication and encrypted token storage.

Vlexor MCP Server

Enables MCP agents to drive AI video editing on local footage, game-asset generation, and motion-graphics production via Vlexor's API, with all video rendering done entirely locally.

bing-cn-mcp-server

Provides Bing Chinese search and webpage crawling tools, enabling AI assistants to fetch real-time web information without API keys.