发现优秀的 MCP 服务器

Hilo MCP

MCP server for integrating with Hilo, the WhatsApp messaging platform. It provides API contracts, verification tools, and a guided plan for agents to build the integration.

ghcontext: Supercharge Your LLMs with Real-time GitHub Context

一个 MCP 服务器，为 LLM 提供实时的 GitHub 数据，从而增强它们的软件开发能力。

perlerbeadai-mcp

Fuse bead MCP: convert images, generate AI art, matchcolors (CIEDE2000) estimate bead costs.

@0pvalencia/academic-linter-mcp

MCP server that lints academic documents (APA/structure) from Google Docs JSON, offering tools to check structure, compact headings, and find placeholders like TODO or lorem. Complements the Google Documents MCP server.

Igniral MCP Server

Bridges AI agents with Igniral's platform to generate production-ready backends from natural language descriptions.

Webpage MCP Server

Enables querying and retrieving webpage content from websites by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting and supports listing available pages and accessing raw sitemap data.

Bay Wheels MCP Server

Provides access to Bay Wheels realtime bikeshare data, enabling users to find nearest available bikes (standard or ebike) and docking stations with available spaces in the San Francisco Bay Area.

MCP Pocket Memory

Persistent memory storage using SQLite for AI agents to store, search, update, and manage contextual memory via the Model Context Protocol.

OpenAI Web Search MCP Server

Enables AI models to search the web for current information before generating responses, with features for conditional searching, geographic customization, and automatic citations.

MCP Translation Text

Provides text translation capabilities using the Niutrans API, supporting 455+ languages with code/alias mapping through a language catalog resource.

MCP Server for Wolfram Alpha Integration

一个使用 Wolfram Alpha API 的，基于 Python 的模型上下文协议 (MCP) 服务器。

SEFAZ DF: Certidão Negativa de Débitos

Enables AI agents to consult SEFAZ DF official negative debt certificates (Certidão Negativa de Débitos) through a single read-only MCP tool, with prepaid usage and no platform credentials.

data-winnipeg

Enables searching and querying Winnipeg Open Data datasets through natural language or SoQL, with tools for datasets, metadata, and row-level data.

Google Search MCP Server

Enables comprehensive web and news searches via the Google Custom Search API with integrated content extraction using the Mozilla Readability algorithm. It allows users to perform quick snippet lookups or deep searches that fetch and format full article content into clean markdown.

runtime-mcp

Drop-in MCP server that lets Claude inspect, debug, and hot-fix your running Bun process through conversation.

agent-history-mcp

Local memory search for Codex and Claude Code conversations. It keeps history on your machine, builds a local graph index, and returns compact evidence from past sessions.

Photoshop Full MCP

Enables natural-language control of Adobe Photoshop 2026 through a local, capability-gated MCP server and UXP bridge, supporting document editing, command execution, and safe automation with automatic approvals and validation.

AlpineDataWorks Intelligence Server

Agent-ready economic, market & geo-health intelligence — 163 MCP tools, 155 driver-backed indices.

tba

The Blue Alliance MCP server using its API for FIRST Robotics Competition data. Retrieve comprehensive FRC team, event, and match information.

SoloFlow

MCP server that enables running and managing file-based AI Skills, Agents, and Flow workflows as DAGs, with tools for listing, executing, and resuming tasks via stdio JSON-RPC.

indexnow-mcp

An MCP server for the IndexNow protocol that lets AI agents instantly submit URLs to Bing, Yandex, Seznam and Naver for fast indexing.

Tall MCP Server

Provides AI assistants with local access to Filament, Laravel, Livewire, and Pest documentation, enabling offline reference and search.

memfed

Federated, privacy-first shared memory for AI coding assistants that lets you capture, review, and share team knowledge via git without a central server.

mcp-context-cache

Efficiently loads, caches, and delivers project file context for AI agents using the Model Context Protocol, reducing multiple file reads to a single call with LRU caching and security validation.

ThreatConnect v3 MCP Server

Enables LLM clients to interact with ThreatConnect v3 for case management and threat intelligence, providing typed tools for creating/updating cases, indicators, and artifacts while handling HMAC authentication and API quirks.

eff-mcp

EFF MCP server enables ethical analysis and refinement of user stories using the Ethics Filter Framework, providing scoring, harm clauses, and acceptance criteria across five ethical dimensions, for integration with MCP-compatible agent platforms.

mcp-server-peecai

Track how your brand appears in AI-generated answers across ChatGPT, Perplexity, and other AI models. Analyze visibility, sentiment, citations, and domain rankings with 31 tools — including analytics reports, chat inspection, query analysis, and full CRUD for brands, prompts, tags, and topics.

MCP OAuth Test

Multi-tenant MCP server with OAuth 2.1 authorization, enabling tenant-scoped tool access and audit logging.

HQ Pool Services Website

测试使用 Figma MCP 服务器生成一个池服务页面。