发现优秀的 MCP 服务器

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.

VC_replan-mcp

Enables multi-dimensional architecture review of technical solutions with web intelligence and knowledge base auto-sedimentation, acting as a logical security gateway for Claude Code.

MQTTX SSE Server

一个实现了模型-上下文协议 (MCP) 的方案，该方案支持通过服务器发送事件 (SSE) 传输 MQTT 操作。

AFC Commander (Free Edition)

Enables managing a parametric CLI command registry with profile isolation and pipelines from Cursor agents via 11 MCP tools.

Dependency Freshness MCP Server

Checks npm and PyPI packages for outdated versions, deprecation status, and breaking changes with cited sources, enabling AI agents to verify dependency freshness.

ygocdb-mcp

ygocdb-mcp

UI Preset MCP Server

Enables auto-configuration and validation of React components against a glassmorphic design token system using an AST correction engine. It supports managing UI presets, enforcing design uniformity in Monaco IDE, and exporting tokens as CSS, Tailwind, or JavaScript variables.

Book Database MCP Server

Enables querying a curated book database using MCP tools to retrieve basic or detailed book information by ISBN or title, including batch lookups.

canvas-mcp-server

Enables AI assistants to automatically pull Canvas LMS course materials into Obsidian, syncing files, assignments, grades, and announcements organized by course and module.

EdgeOne Pages MCP

A service that enables rapid deployment of HTML content to EdgeOne Pages and automatically generates publicly accessible URLs for the deployed content.

fallhome-us-mcp

A sovereign, MIT-licensed MCP server wrapping the fallhome-us-sdk, enabling autonomous agents and developers to interact with the FallMarket ecosystem through Ed25519-signed operations.

ANTT SIFAMA: Segunda Via de Boletos

Read-only MCP server to query ANTT SIFAMA second-issue boletos from the official source. Hosted service with prepaid pay-per-use credits, works with any MCP client.

agent-logbook

Enables AI assistants to maintain long-term memory by logging and retrieving facts and decisions in a SQLite database, with relevance ranking and full history tracking.

mazingira-mcp

MCP server for Kenya environment — NEMA permits, climate data, conservation areas, environmental rights, climate adaptation.

ollama-code-mcp

An MCP server that lets Claude Code delegate coding tasks such as code generation, review, refactoring, and test writing to a local Ollama instance running a Qwen3 model.

web-exposure-mcp

An MCP server that lets an AI agent probe a live URL and confirm whether sensitive files (e.g., .git, .env, source maps) are genuinely served by fetching and validating the content, avoiding false positives.

reed-mcp

A local stdio MCP server wrapping the Reed.co.uk Jobseeker API, enabling job search with short descriptions and retrieval of full job details for UK job listings.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through custom prompts and tools, with secure OAuth authentication for managing clusters, executing SQL queries, and accessing workspace resources.

Iconsult MCP

An architecture consulting server that reviews multi-agent systems against a knowledge graph of patterns derived from expert literature. It provides grounded recommendations with chapter citations, maturity scoring, and interactive architecture diagrams to identify and fix structural gaps.

rfd-mcp

MCP server for searching and monitoring RedFlagDeals deals. Provides tools to search deals, get deal details, and set up monitors for new deals.

technical-impact-analyst

Analyzes GitHub contributions and maps them to the Karpathy Skills framework, providing metrics, alignment scores, and executive summaries.

Icelandic Morphology MCP Server

Provides access to the Database of Icelandic Morphology (BÍN) to look up word inflections, variants, and lemmas. It enables LLMs to answer grammatical questions and retrieve specific Icelandic word forms using standard grammatical tags.

mcp-agent-opt

Provides code-aware context compression by stripping comments, docstrings, and whitespace while maintaining full logic fidelity for AI agents. It features tools for architectural mapping, symbol searching, and token-budgeted multi-file reading.

@deonpay/mcp-server

Talk to your DeonPay merchant account from any MCP-compatible AI host. Enables reading transactions, creating payment links, inspecting subscriptions, and more.

mcp-europeana

Enables searching and retrieving records from the Europeana digital collection, including metadata such as titles, creators, dates, and images, via two MCP tools: search and record.

MongoDB MCP Server

Enables interaction with MongoDB databases through MCP protocol. Provides containerized deployment with Docker support for database operations and management.

footballcharts-mcp

Provides AI assistants with live football data for 90+ leagues including tables, results, fixtures, model probabilities, and Monte Carlo season projections from football-charts.com.

Reddit MCP Server

Enables interaction with Reddit through OAuth 2.1 authentication, providing tools for searching content, managing notifications, analyzing posts and comments, and demonstrating advanced MCP features like sampling and real-time notifications.

repl-mcp

A persistent Python REPL MCP server for AI agents with stateful execution, real timeouts, crash isolation, and an MCP bridge to call other tools in the project.