Discover Awesome MCP Servers

my-mcp-server

A TypeScript MCP server boilerplate deployable to Vercel, offering tools for image generation, weather, geocoding, and more.

Seedream MCP Server

Wraps ByteDance Seedream text-to-image model as an MCP tool, enabling Claude to generate images from natural language prompts.

competitive-intel

Autonomous competitive intelligence tracking competitors across LinkedIn, news, reviews, job postings, and regulatory signals, generating executive briefs and sales battlecards.

Tribunal TJMT: Certidão do 1º Grau (Pessoa Física)

MCP server for consulting official first-degree court certificates from Tribunal TJMT for individuals, read-only and pay-per-use via prepaid credits.

Asistente Comercial MCP

Provides an AI agent with tools to search and analyze customer, product, and sales data from an e-commerce database using natural language.

MCPHub: Deploy Your Own MCP Servers in Minutes

複数の MCP サーバーを単一の SSE エンドポイントに統合する、統一されたハブサーバー

git-changelog-mcp

Enables AI agents to read git commits from local repositories and generate beautifully formatted, categorized changelogs.

vibe-launch

Enables AI tools like Claude Code to deploy projects to multiple servers via SSH with zero installation on target machines. Supports server onboarding, project management, and one-click deployment through MCP tools.

NEXUS Memory MCP App

A sovereign, six-layer permanent memory system that provides users with a structured and persistent personal knowledge base across VS Code, Claude, and ChatGPT. It utilizes a neural mesh architecture and ENGRAM O(1) lookup to ensure data ownership and constant-time memory retrieval.

ffmpeg-mcp

Enables comprehensive video and audio processing using FFmpeg, supporting tasks like metadata extraction, clipping, scaling, and adding transitions or overlays. It provides a high-performance interface for building media processing microservices via FastMCP.

Parlay

Remote MCP server for prediction markets — search and compare live odds across Polymarket, Kalshi, and Limitless from Claude, ChatGPT, or Gemini. Six read-only tools, free tier available.

design-copier

Captures webpage styles and HTML, converts CSS to Tailwind, and applies extracted designs to frontend frameworks like React.

Amazon MCP Server

Enables scraping Amazon product details and searching for products on Amazon through natural language queries. No API keys required as it scrapes publicly available Amazon pages.

agentic-patterns

Exposes the Agentic Patterns Catalog as MCP resources and tools for AI coding agents to search, retrieve, and recommend patterns, recipes, frameworks, methodologies, and anti-patterns.

Pytest MCP Server

Enables AI assistants to run and analyze pytest tests for desktop applications through interactive commands. Supports test execution, filtering, result analysis, and debugging for comprehensive test automation workflows.

MongoDB MCP Server

A secure, read-only MCP server that enables AI agents to connect to MongoDB, perform queries and aggregations, and manage connections.

fastmcp-sqltools

Provides SQL database access via MCP, supporting PostgreSQL, MySQL, and SQLite with tools for listing tables, getting schemas, and executing queries.

MCP Servers

MCP (Model Context Protocol) サーバーのコレクションを dotnet tools として提供します。

EMBL-EBI MCP Server

Provides access to EMBL-EBI bioinformatics data including InterPro domains, Pfam families, protein features, and taxonomy through a unified tool.

codex-hermes-a2a-bridge

Enables Codex to invoke Hermes Agent through A2A v1.0, bridging MCP stdio tool calls to Hermes while maintaining conversation and task mappings in SQLite.

Synthetic Orders MCP Server

Enables load testing and validation of an order API by generating synthetic orders, previewing them, and sending batches while enforcing guardrails like bounded counts and fixed seeds for replay.

cronicorn

Enables managing adaptive HTTP jobs with AI-driven scheduling, auto-recovery, and multi-endpoint coordination via MCP.

codex-substrate-memory

MCP server providing durable Substrate organizational memory tools, including search, read, query, ingest, remember, and sync. It integrates with Codex to automatically capture completed turns and session boundaries for persistent memory.

qutebrowser-mcp

MCP server for automating qutebrowser browser via CDP and IPC. Enables tab management, navigation, screenshots, JavaScript execution, and authenticated HTTP requests through the browser's session.

Python Code Runner

Enables execution of Python code in a safe environment, including running scripts, installing packages, and retrieving variable values. Supports file operations and package management through pip.

@furlpay/travel-mcp

Enables AI agents to autonomously search, pay, and book travel by integrating Travala's travel inventory with FurlPay's payment rails, supporting both crypto-native and legacy payment methods.

MCP Servers

科学研究のためのオープンソースMCPサーバー

mcp-pubmed-server

A PubMed MCP server that enables LLMs to search, retrieve details, and download full-text articles from PubMed, with support for batch queries, cross-referencing, and EndNote export.

mcp-lucene-server

mcp-lucene-server

mkopo-mcp

MCP server for alternative credit scoring in Kenya — builds a 300–850 score from M-PESA behavioral signals for adults with no formal credit history. 5 tools.