Discover Awesome MCP Servers

PostgreSQL MCP Server

Enables AI assistants to query and manage local PostgreSQL databases through SQL execution and schema exploration tools. It supports both read-only queries and write operations including table creation and data modification via natural language.

JamJet

Durable, agent-native AI runtime with native MCP client and server support. Rust core for performance with Python SDK for workflow authoring. Features graph-based workflows, durable execution, A2A protocol support, and multi-agent coordination.

Make MCP Server

Transform your Make scenarios into callable tools for AI assistants. Leverage your existing automation workflows while enabling AI systems to trigger and interact with them seamlessly.

CodeDoc MCP Server

Enforces code quality, security, and architectural integrity by auditing, refactoring, and documenting codebases within Cursor and Claude.

CUA MCP Server

Enables autonomous desktop automation by delegating tasks to vision-based agents operating within cloud-based virtual machine sandboxes. It allows users to manage VMs, execute complex computer tasks, and receive text-based screen summaries across Linux, Windows, and macOS environments.

Moodle MCP Server

Exposes Moodle data (courses, users, enrollments, grades, SCORM, completion reports) as tools for Claude via stdio or HTTP transport.

moneyflow MCP Server

Query money flows between state, citizens, and enterprises. Simulate policy changes, compare cohorts, and check data confidence directly from MCP-compatible tools.

PromptReady MCP

Converts PDF and CSV files to Markdown from AI agents via cloud API, with browser-based Google login and saved convert defaults.

Race MCP Server

Enables AI-powered racing coaching and telemetry analysis for iRacing, providing real-time racing advice, car spotting, lap analysis, and conversational interaction with racing data through live telemetry streaming.

Tiger Salesforce MCP Server

Enables semantic search of Salesforce case summaries using embeddings, accessible via MCP tools and REST API.

Carla MCP Server

Enables complete control over the Carla audio plugin host through natural language, providing 45 tools across session management, plugin control, audio routing, parameter automation, and real-time analysis for professional audio production workflows.

Roboflow MCP Server

A Model Context Protocol server that gives AI coding agents programmatic access to Roboflow's computer vision platform, providing tools for discovery, rapid creation, inference, workflows, and utilities.

Gaffer MCP Server

Connects AI coding assistants to Gaffer test history and coverage data to analyze project health, debug failures, and identify untested code areas. It enables tools to track test stability, cluster failures by root cause, and monitor code coverage trends across projects.

Crawl4AI RAG MCP Server

An MCP server that integrates Crawl4AI with Supabase to enable AI agents to crawl websites, store content in a vector database, and perform RAG queries.

ServiceNow MCP Lite

Connects AI assistants to a ServiceNow instance, providing tools for Table API CRUD, incident lifecycle, CMDB queries, knowledge search, and user lookup.

PBIP Builder MCP Server

Creates, inspects, validates, and modifies Power BI Project (.pbip) folders, generating PBIR-style reports and TMDL semantic models from structured inputs.

FilmMap MCP server

Enables natural-language queries about real filming locations and the productions recorded at them, including search, proximity, and ranking tools.

Affilio Link Tools

Affilio.link URL shortener — shorten affiliate links, get QR codes, powered by Affilio's affiliate link management platform.

mcp-french-public-procurement

Enables agents to inspect French public procurement sources, including DECP, BOAMP, buyers, suppliers, and SIRENE data, to discover and summarize public contracts and related context.

Currents

Currents

perf-mcp

Enables LLMs to analyze Linux perf data files using 26 perf analysis commands, including report, script, annotate, and more, through typed tool parameters.

MCP File Manager

Enables listing, reading, and searching local files and directories through MCP tools.

mcp-crypto-arbitrage

An MCP server that exposes CoinGecko crypto market data as tools — get spot prices and find cross-exchange arbitrage spreads without needing an API key.

stafett

A remote MCP server that gives AI assistants a shared memory, enabling structured handoffs, journaling, and notes for seamless continuation across sessions.

czso-cz

Enables querying Czech Statistical Office open data through MCP tools and natural language questions.

Antigravity MCP Bridge

Bridges cloud-based AI orchestrators with local systems, enabling file management, terminal execution, and autonomous background tasks through the Model Context Protocol.

ro-eli-mcp

This MCP server enables searching and retrieving Romanian legislation from the Portal Legislativ database via its SOAP API, providing metadata and full text with verifiable citations.

squadco-mcp

Provides your AI coding assistant with direct, structured access to the full SquadCo API documentation for payments, transfers, virtual accounts, VAS, and webhooks.

Prepcast MCP

A comprehensive framework for building and deploying commercial MCP servers with integrated billing, usage metering, and Stripe payment processing. It enables developers to monetize AI tools through a complete ecosystem including API key management, affiliate tracking, and automated deployment scripts.

AgentWall

Policy-enforcing MCP proxy that blocks dangerous tool calls before they execute. Protects credentials, filesystem, shell, and databases across Claude Desktop, Cursor, Windsurf, and OpenClaw.