Discover Awesome MCP Servers

Postman MCP Generator

Generates MCP servers from Postman API requests, automatically creating JavaScript tools that enable LLMs to interact with any API documented in Postman collections. Supports authentication configuration and deployment via STDIO or SSE.

Snowdrop MCP

Provides 667 specialized tools for financial and operational tasks, including fund accounting, compliance, DeFi, and tax management. It enables users to integrate extensive financial intelligence and automated workflows into any MCP-compatible client.

Bazel MCP Server

MCPサーバーは、ビルド、テスト、依存関係分析などの一般的なBazelアクションを提供するものです。

DateTime MCP Server

A Model Context Protocol server that provides tools to get the current date and time in various formats, supporting different timezones and custom formatting options.

workbench-mcp

A Python-based MCP server for interactive PostgreSQL data exploration, schema discovery, and safe SQL execution with support for stored procedures. It also enables automation through external HTTP API requests and local bash script execution on Fedora and Linux systems.

Yapy MCP Server

Enables AI agents to interact with the Yapy Network social feed platform by registering accounts, posting messages, and fetching global or personalized feeds. This server allows agents to participate as first-class citizens in a social environment directly through MCP-compatible clients.

OpenAPI MCP Server

A generic MCP server that dynamically exposes any OpenAPI-documented REST API to LLMs by auto-discovering endpoints. It provides tools for exploring API capabilities and making authenticated requests directly through natural language interfaces.

GitHub Team Management MCP Server

Enables comprehensive GitHub project management automation including creating/managing issues, updating project boards, assigning team members, and analyzing repository activity across organizations through OAuth-authenticated AI assistants.

GitLab MCP Server

GitLabリポジトリとの通信を可能にするMCPサーバー。自然言語を通じてGitLabのAPIと連携し、プロジェクト、イシュー、リポジトリを管理できます。

iMessage MCP Server

Claude DesktopがmacOSの連絡先とメッセージアプリと連携できるようにするローカルサーバー。自然言語コマンドを通じて連絡先を検索したり、iMessageを送信したりすることが可能になります。

entroly-context-engine

Entroly is a high-performance context engineering engine that optimizes AI coding agent context windows through information-theoretic compression and reinforcement learning. It gives your AI 100% codebase visibility while reducing token consumption by an average of 78%.It's learns fully autonomously.

MCP Generix

Provides semantic search and management of shared documentation using ChromaDB and OpenAI embeddings. It enables users to query local documents by meaning, list files, and read content through natural language tools.

Strudel MCP Server

Enables AI-powered music generation and live coding by providing direct control over Strudel.cc through browser automation. Supports pattern creation, audio analysis, and pattern storage for TidalCycles/Strudel music patterns.

Lifecycle MCP Server

Enables comprehensive software lifecycle management with structured tracking of requirements, tasks, and architecture decisions through an SQLite database with full traceability and automated state validation.

ReadyTrader-Stocks

Enables AI agents to execute stock trading operations with built-in risk controls and human approval workflows. Supports paper trading simulation, real brokerage integration (Alpaca, Tradier), backtesting, sentiment analysis, and portfolio management while maintaining strict separation between AI intelligence and trade execution.

TAPD

sfs

MCP Tool Factory

A framework for building hot-loadable MCP tools that feature conversational negotiation, graduated permissions, and zero-downtime updates. It enables persistent state continuity across server restarts and provides a hypothetical evaluation system for tool actions.

StreamSets MCP Server

Enables complete StreamSets Control Hub integration through conversational AI, allowing users to manage data pipelines, monitor jobs, and interactively build new pipelines with 44 tools across 9 StreamSets services. Features persistent pipeline builder sessions that let users create complete ETL workflows through natural language conversations.

local-rag

Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder reranking, AST-aware chunking for 14 languages, conversation memory, code annotations, and search analytics. Zero config, zero API keys. Just bunx

Grovs

MCP server for managing deep links, analytics, and app configuration on Grovs. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible client.

USGS Water MCP

Provides access to real-time water data from the USGS Water Services API, allowing users to fetch instantaneous measurements like stream flow, gage height, temperature, and water quality parameters from thousands of monitoring stations across the US.

SSH MCP Remote

Enables remote command execution on SSH hosts (NAS, Linux, VPS) through an HTTP+SSE server, allowing users to run shell commands and receive results via the ssh.exec tool.

Omilia MCP Tools

A set of tools for working with Omilia Cloud Platform that helps manage miniapps, orchestrator apps, and dialog logs through an MCP server.

Git MCP Server

A modular MCP server that provides a unified interface for interacting with GitHub and GitLab, including enterprise and self-hosted instances. It enables comprehensive management of repositories, issues, pull requests, and CI/CD pipelines through natural language.

Screenshot MCP Server

クライアントアプリケーションが指定したファイルパスにスクリーンショットをキャプチャして保存します。主に、WSL環境で実行されているAIアシスタントによるスクリーンショット分析を容易にすることを目的として設計されています。

mcpjam-spotify

MCPJamチームによって構築されたSpotify用MCPサーバー

Memvid MCP Server

Enables AI agents to use persistent, file-based memory through Memvid, supporting project-based memory management, content storage, and semantic search with optional natural language querying.

Video Screenshot MCP

Enables extracting screenshots from video files at specific timestamps or intervals. Supports multiple video formats and output customization including resolution, quality, and format options.