发现优秀的 MCP 服务器

DocMCP

Index any documentation website and search it from AI coding assistants via the Model Context Protocol (MCP).

price-watch

A dated log of SaaS price changes across 494 tools: old price, new price and verification date for every move, plus category-level pulse and the biggest recorded increases.

Cemig: Download de Contas

Enables users to query and download Cemig electricity bills from official sources via natural language, with read-only access and pre-paid credits across various MCP clients.

Elementor MCP Server

A simple server that enables CRUD operations on Elementor data for WordPress pages, requiring WordPress authentication credentials to interact with a target website.

RHOAI Observability MCP

Provides AI assistants with direct access to Red Hat OpenShift AI observability data, enabling querying of Prometheus metrics, Alertmanager alerts, Loki logs, Grafana dashboards, and Kubernetes cluster state to troubleshoot vLLM inference workloads.

habari-mcp

MCP server for Kenya civic information — Kenya Gazette, government tenders, open data, parliament tracker, citizen feedback.

Perplexity MCP Server

Enables intelligent code analysis and debugging through the Perplexity AI's API, offering detailed error analysis, pattern detection, and comprehensive solutions, with integration support for the Claude desktop client.

Google Flights MCP

Enables searching Google Flights for one-way, round-trip, and multi-city itineraries, plus fare tracking and price alerts via SerpAPI.

AML Wathcer

AML Watcher MCP Server gives AI agents direct, real-time access to AML Watcher's proprietary sanctions, watchlist, and PEP databases. Connect your agentic workflows to 215+ sanctions regimes, 2.6M+ PEP profiles, and coverage across 235+ countries, no complex integrations required.

automation-audit

Enables AI assistants to evaluate business processes for automation by collecting discovery answers, calculating labor costs, scoring automation potential, and saving completed audits to a local SQLite database.

MCP Audio RAG Server

Enables transcription of audio files using Google Gemini AI and creates a searchable knowledge base, allowing users to ask natural language questions about content in meetings, podcasts, lectures, and other audio recordings.

Nevent MCP

Enables natural language interaction with Nevent's live-event marketing platform, including campaigns, analytics, paid ads, segments, and short URLs, via 52 tools across 9 categories.

MCP Permission Guard

A pre-action authorization server for AI agents that classifies tool calls into 14 intent categories, scores risk 0-100, and produces deterministic allow/deny/ask decisions with full audit trail.

Registry Review MCP Server

Automates carbon credit project registration document review, transforming 6-8 hour manual reviews into 60-90 minute guided workflows with automated document discovery, evidence extraction, cross-validation, and compliance report generation.

puntersedge-mcp

MCP server that brings live Australian racing and sports odds from 12 bookmaker/exchange sources into AI assistants, with per-price age data and tools for next races, best odds, results, and movers.

MCP Session Closer

Gracefully closes Cursor work sessions by syncing context files across multiple AI assistants, updating Agent OS files, and automatically committing changes to git with descriptive messages.

Custom GitLab MCP Server

Provides integration with GitLab repositories to manage files, issues, merge requests, and branches through the Model Context Protocol. This implementation includes specific fixes for schema validation issues found in standard GitLab MCP servers.

nomos MCP Bridge

A local MCP proxy that connects AI clients to nomos system controllers, allowing registration and switching between them via natural language. Enables smart home control through MCP-compatible AI clients.

scm-mcp-server

Exposes Palo Alto Networks Strata Cloud Manager API via MCP, enabling AI assistants to manage addresses, security rules, and incidents through natural language.

India Logistics MCP

Enables AI agents to ship parcels across India via Delhivery, Bluedart, Ekart, and more through the Shiprocket API, with tools for serviceability checks, order creation, tracking, and cancellation.

browser-console-mcp-tools

Captures browser console messages (log, warn, error, etc.) and makes them available to AI language models like Claude Code and Gemini CLI for seamless debugging and development.

hybrid-memory-mcp

Universal FastMCP bridge into a hybrid memory stack, enabling MCP-capable agents to save, search, read, and recall memories using OpenViking and Honcho backends.

telegram-commandcode

MCP server for Telegram integration with Command Code, enabling AI agents to send messages, photos, files, and read updates via Telegram.

redraft

An MCP server for AI-assisted project development and tracking. It exposes a typed graph of design nodes (concepts, decisions, requirements, etc.) and edges to Claude Code, enabling structured management of project knowledge and report generation.

airflow-mcp-server

A Model Context Protocol server for controlling Airflow 3 via Airflow APIs.

Anitabi MCP Server

Enables users to search for anime information via the Bangumi API and discover corresponding real-world pilgrimage locations through the Anitabi API. It provides tools for retrieving anime metadata and detailed geographic coordinates for 'seichi junrei' locations.

PM-Skills MCP

MCP server exposing 40 best-practice product management skills plus workflows and lifecycle tools, instantly accessible to any AI via Model Context Protocol.

parallight-lecture-9-agentify

A secure MCP server that wraps ERPNext with five narrow tools and layered safety gates (identity passthrough, risk grading, approvals, isolation), enabling agents to safely interact with ERPNext data.

MCP Server Diff Python

这个 MCP 服务器使用 Python 标准库 difflib 提供两个文本输入的统一差异 (unified diff)。

longhorn-mcp

MCP server for the Longhorn distributed storage manager API, enabling full read/write management of volumes, snapshots, backups, and other resources, with optional read-only mode and stdio/HTTP transports.