Discover Awesome MCP Servers

fetchmux

Self-hosted retrieval router for AI agents: one MCP/REST endpoint that routes web search across Brave, Tavily, Exa, Firecrawl, and Crossref (BYOK) with per-request cost ceilings, deadlines, and an auditable route receipt on every response.

BrowserMCP

Remote browser instances for your AI agents. Reliably complete any browser-based task at scale. Fully-control agentic browsers that spin up in seconds.

npm-trends-mcp

Provides weekly download counts and trend data for npm packages, enabling comparison of adoption velocity across JavaScript libraries.

codabench-mcp

MCP server for Codabench REST API that enables AI agents to drive a full participant ML-benchmark workflow: discover competitions, download data, submit, poll, and read leaderboards.

Computer Control MCP

PyAutoGUI、RapidOCR、ONNXRuntime を使用して、マウス、キーボード、OCR など、コンピューター制御機能を提供する MCP サーバー。Anthropic の 'computer-use' と同様。外部依存関係はゼロ。

claude-context-server

An MCP server that reads all your Claude Code project memory files and exposes them as tools. Lets any Claude instance — in any project, or via Claude.ai — query your full project history and preferences.

Dokploy MCP Server

Exposes all Dokploy API endpoints as MCP tools, enabling AI models and other clients to manage projects, applications, databases, and more on a Dokploy server.

Board Terminal Skill

MCP server for running shell commands on a Linux development board via UART serial.

Coinranking1 MCP Server

Provides access to the Coinranking1 API for retrieving real-time cryptocurrency data, including trending coins, blockchain details, and global market statistics. It enables users to search for digital assets and track historical market capitalization and trading volumes.

sn-mcp

Provides AI assistants with read access to ServiceNow instances to aid in building and debugging applications. It enables users to query tables, retrieve specific records, and inspect table schemas using standard ServiceNow encoded query strings.

meican-mcp

美餐MCP服务器，支持查询餐次、餐厅、菜单和订单，以及下单和取消订单操作。

vectordb-mcp

Local RAG system that ingests documents into a vector database using FAISS and SQLite, then enables Claude to search over them via MCP tools, all running locally with no API key required.

MyMCP

Dynamically converts any OpenAPI v3 specification into a fully-functional Model Context Protocol (MCP) server.

PDF Document MCP Server

A local document processing toolkit for AI agents that extracts text, converts PDFs to Markdown, merges files, extracts tables, and summarizes documents without external API dependencies.

Newsletter Generator

Generates structured newsletters with 8 sections using AI and provides NLP analytics such as word count, reading time, sentiment, and keywords.

Pero MCP Server

Enables SSH connection management with remote command execution and file transfer capabilities, plus App Store Connect integration for managing applications, team members, and TestFlight operations.

muumuu-domain-mcp

The official remote Model Context Protocol (MCP) server for Muumuu Domain — a domain registration service operated by GMO Pepabo, Inc. Search and register domains, manage owned domains and contracts, and configure DNS records — all through natural language conversations with AI assistants.

WaniKani MCP Server

A bridge that provides AI assistants with access to WaniKani user data and functionality, enabling them to retrieve learning progress, identify difficult items, and offer personalized Japanese language learning assistance.

BioMCP

Read-only biomedical MCP server connecting PubMed, ClinicalTrials.gov, ClinVar, gnomAD, OncoKB, Reactome, KEGG, UniProt, PharmGKB, CPIC, OpenFDA, Monarch Initiative, GWAS Catalog, and more. One command grammar for all biomedical entities — genes, variants, diseases, drugs, trials, articles, phenotypes, pathways, proteins, diagnostics, and adverse events. 27 tools. Apache-2.0 license.

jira-service-desk-mcp

Connects AI assistants to Jira Service Management instances, providing 40 tools for managing service desks, requests, comments, customers, organizations, queues, SLA, approvals, and attachments.

mcp-kintone-lite

A lightweight MCP server that connects AI assistants to Kintone applications for managing records and automating business workflows. It enables secure authentication and natural language interaction for performing CRUD operations and querying data within the Kintone platform.

MCP Context Graph

A self-contained, in-memory graph database for AI Agents. Provides semantic code understanding through the Model Context Protocol (MCP).

clawspace

Bootstrap a production-grade OpenClaw agent workspace with memory system, config validation, and templates. Exposes tools like setup_workspace, validate_config, list_templates, and get_optimization_advice via MCP.

Autotest AI MCP Server

Enables AI agents to manage Autotest AI projects, screens, test cases, and test runs through natural language commands.

trace-forge-mcp

MCP server for writing structured traces, spans, and decisions, enabling observability and EU AI Act traceability compliance for AI agent tasks.

Financial Report Generator MCP Server

Enables generation of comprehensive financial reports for major companies like NVIDIA, Apple, Microsoft, and others. Supports multiple report types including basic summaries, comprehensive analysis, and financial ratio analysis with batch processing capabilities.

ParaView-MCP

Integrates multimodal large language models with ParaView to enable the creation and manipulation of scientific visualizations using natural language and visual inputs. It features visual feedback capabilities for iterative refinement, making advanced visualization workflows accessible through intelligent automation.

Tychi Wallet MCP

Self-custody wallet MCP server for Arbitrum, enabling local key signing and wallet management via tools; supports chat for balances, sends, and policy.

IETF RFC MCP Server

Provides LLM-based access to IETF documents such as RFCs, Internet-Drafts, STD/BCP/FYI series, and errata through a Model Context Protocol server.

antics-mcp

Enables AI agents to deploy multiplayer web games as playable URLs with rooms, live state sync, and leaderboards, all through a single tool call.