Discover Awesome MCP Servers

dolores

dolores is an MCP server that gives AI agents persistent memory using Postgres and pgvector, retrieving only relevant context to minimize token usage.

Ressl AI MCP Server

Provides file search functionality with tools for both partial keyword matching and exact word search, returning detailed results with line numbers and column positions.

mcp-fleet-worker

Spawn headless OpenCode workers on cheap models to delegate expensive tool-using tasks to a fleet of parallel workers with isolated git worktrees.

Oorlogsbronnen MCP Server

Server MCP untuk mengakses arsip Perang Dunia II Belanda melalui API Oorlogsbronnen. Menyediakan akses terstruktur ke catatan sejarah, foto, dan dokumen dari Belanda tahun 1940-1945.

mcp-national-rail

An MCP server to retrieve train schedules from National Rail using the Realtime Trains API, providing tools for live departures and arrivals.

Test MCP Feb 5 MCP Server

An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agents to interact with its endpoints through standardized tools. It supports seamless AI integration via the Model Context Protocol and is designed for easy deployment using Docker or Google Cloud Run.

DHLAB MCP Server

Provides access to the National Library of Norway's Digital Humanities Lab, enabling text and image search, NGram analysis, word lookup, concordance finding, and corpus statistics from Norwegian digital collections.

BountyVerdict Agent Decision MCP Server

Provides paid decision APIs for autonomous coding agents to diagnose GitHub Actions failures, classify flaky tests, check MCP tool drift, audit agent instructions, and compare bounties.

Clearspar Part 135 MCP

An MCP server that turns Claude into a US Part 135 market analyst over live FAA operator data, computing concentration ratios, HHI, fleet distributions, and rankings.

JurisCassation MCP Server

Provides AI agents with access to Moroccan Court of Cassation decisions through search tools and PDF retrieval. Enables both real-time queries against the official portal and local searches across indexed decisions.

Android MCP Server

Enables control of Android devices through ADB using natural language commands. Supports browser automation, SMS sending, device information retrieval, settings control, and common device actions like screenshots and button presses.

bun-runner-mcp

An MCP server that executes TypeScript/JavaScript code in a sandboxed Bun environment with permission-based security controls, code snippets, and a web management UI.

mcp-sitecore-server

Server Protokol Konteks Model untuk Sitecore

Census MCP Server

Node.js MCP server enabling AI agents to access comprehensive U.S. Census Bureau demographic and economic data, including ACS, decennial census, and business patterns.

git-finder-mcp

Enables natural language code search across multiple local Git repositories, allowing users to register projects, search for code, and explore file structures through Claude.

Scoring Engine MCP Server

Provides programmatic access to all Scoring Engine API functionality for managing Red/White/Blue team cybersecurity competitions, including scoreboard, overview, team management, service management, injects, notifications, and admin tools.

Bugsink MCP Server

Enables AI assistants to query and analyze errors from Bugsink self-hosted error tracking instances. Supports listing projects, teams, issues, and viewing detailed error events with stacktraces.

MCP Log Analyzer

An AI-powered server that analyzes system log files to identify errors/warnings and recommend fixes using FastMCP, LangGraph ReAct agents, and Anthropic Claude.

FreshRSS MCP Server

Enables interaction with FreshRSS instances through the Google Reader API. Supports managing articles, feeds, folders, labels, and OPML import/export for RSS feed aggregation through natural language.

Maestro MCP

Enables AI agents to orchestrate a heterogeneous machine fleet via SSH, with unified command execution, file transfer, and dispatch of coding agents across platforms.

foldkit MCP Server

MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as tools and resources in any MCP client.

PTY MCP Server

Enables AI assistants to manage interactive pseudo-terminal (PTY) sessions for programs requiring full terminal emulation like vim, ssh, and interactive REPLs. It provides tools to spawn sessions, send input with escape sequences, and read buffered terminal output.

1001 Albums Generator MCP

Connects the 1001 Albums Generator dataset to AI assistants, enabling natural language exploration of your listening journey, taste analysis, and group comparisons.

ai-ready-ds-auditor

Enables AI IDEs to query Figma design tokens, component specs, and audit issues via MCP tools, without cloud subscriptions.

OwlPay MCP Server

Enables LLMs to search and retrieve OwlPay documentation directly through natural language queries. Accelerates system integration by providing instant access to OwlPay API documentation and guides.

Hong Kong Commerce MCP Server

Provides access to hotel room occupancy rate data in Hong Kong through a FastMCP interface.

Notion MCP Server

Enables AI agents to interact with Notion workspaces through the Notion API, allowing them to search, read, create, and comment on pages and databases with optimized token consumption.