Discover Awesome MCP Servers

Fotocasa1 MCP Server

An MCP server for accessing the Fotocasa1 API to search real estate listings and retrieve detailed property information in Spain. It supports location suggestions, property filtering by type and price, and fetching specific property details.

Task MCP

Enables AI assistants to manage Dida365 (滴答清单) tasks through the Model Context Protocol. It supports full task lifecycle management including creating, updating, and filtering tasks with automatic timezone handling.

data-sncf

Enables querying SNCF Open Data (train schedules, stations, punctuality, etc.) through natural language or direct tool calls, with dataset search, metadata retrieval, and ODSQL querying.

stackadapt-mcp

An MCP server for querying StackAdapt's GraphQL API. Gives AI assistants like Claude direct access to your campaign data, delivery metrics, advertisers, and more.

mcp-rule-engine

Captures code modifications via AST analysis, generates reusable rules, and injects them into AI agent context with version audit and token-budgeted rule retrieval.

ui-toolkit-mcp

Enables AI agents to inspect Unity UI Toolkit screens, examine element structure and styles, and capture screenshots without entering Play Mode or building a Player.

Predicate

An MCP server that provides a self-improving knowledge graph with per-triple provenance and deterministic reasoning, enabling auditable, reproducible, and contradiction-aware answers for AI agents.

VengeanceUI MCP Server

Enables AI assistants to browse, search, and retrieve source code of 129 VengeanceUI components from their GitHub repository.

cn-llm-mcp

Local MCP server that enables delegating low-risk tasks like summarization or code patches to a low-cost model, with the main agent reviewing results.

LangChain Agent MCP Server

Exposes LangChain agent capabilities through the Model Context Protocol, enabling multi-step reasoning tasks with ReAct pattern execution via a production-ready FastAPI service deployed on Google Cloud Run.

discava – Business Directory for AI

Search for local businesses worldwide. Structured data optimized for AI agents. • Search Millions of businesses over 49 countries (Europe, Northamerica, Southamerica, Asia, Oceania) • Quality & demand scoring for every business • Ranking based on real user click-through data • No API key needed, free access • Rate limit: 500 requests/hour per IP

rms-mcp

Enables retrieval of Rakuten RMS sales data, including daily summaries, product rankings, order details, and cancel rates.

IP-MCP

Enables natural language access to Japanese patent information through the JPO API, allowing users to query patent data directly from Claude Desktop or Claude Code.

codecity-mcp

Analyzes a local codebase and exposes its structure, per-file summaries, dependency graph, and complexity hotspots as tools for MCP clients like Claude.

jdtls-mcp

Wraps the Eclipse JDT Language Server to enable AI assistants to understand Java codebases, search symbols, navigate definitions/references, and read third-party .class files.

Charming

Charming MCP server — generate and host interactive web apps via MCP

Unofficial bioRxiv MCP Server

Provides access to bioRxiv and medRxiv preprints via a unified tool with seven methods, including keyword search, metadata retrieval, and statistics.

Brave Search MCP Server

Brave Search API와 통합되어 서버 전송 이벤트(SSE)를 통해 실시간 검색 기능을 제공하는 모델 컨텍스트 프로토콜 서버.

local-llm-mcp

A thin MCP server that delegates lightweight tasks from Claude Code or any MCP-compatible client to local or cloud LLMs via LiteLLM, supporting models like Ollama and cloud APIs as subagents.

mcp-openvision

MCP OpenVision은 OpenRouter 비전 모델을 기반으로 이미지 분석 기능을 제공하는 모델 컨텍스트 프로토콜(MCP) 서버입니다. 이를 통해 AI 어시스턴트는 MCP 생태계 내에서 간단한 인터페이스를 통해 이미지를 분석할 수 있습니다.

Deputy Workforce Operations MCP

A read-only MCP server that transforms Deputy workforce records into operational workflows, enabling AI assistants to answer questions about coverage gaps, overtime risk, timesheet exceptions, availability conflicts, and staffing summaries.

Remote MCP Server Template

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables users to create and customize their own remote MCP tools that can be accessed from Claude Desktop or AI playgrounds.

Mfuns MCP Server

Enables AI agents to browse, interact with, and manage Mfuns community content through 17 standardized MCP tools, including feeds, threads, posts, comments, reactions, and video publishing.

farebox-mcp

Connects Claude Desktop, Cursor, or any MCP-compatible client to 36+ frontier LLMs with automatic per-token payments in USDC on Solana.

mcp-server-dexcom-health

MCP server for Dexcom CGM glucose data, enabling AI agents to access and analyze continuous glucose monitor readings for health intelligence applications.

Kobo MCP Server

Enables reading and writing to KoBoToolbox via MCP, including creating forms, deploying them, attaching media, and submitting data, all from chat.

ScanRook MCP Server

Enables AI assistants to perform vulnerability scanning on Docker/OCI images, check CVE details, analyze licenses, and compare scan results via ScanRook.

ecommerce-mcp

MCP server for commerce-operations self-service. Lets an AI agent look up order details and search orders without needing developer or SQL access.

AlphaFold MCP Server

AlphaFold MCP Server