Discover Awesome MCP Servers

PostgreSQL MCP Server

Enables interaction with PostgreSQL databases through both HTTP and stdio transports. Supports executing read-only SQL queries, listing tables, and retrieving schema information with stateful session management.

mcp-academia-server

An MCP server specialized in managing and querying gym exercises through a centralized database. It enables users to search for workouts by name or muscle group and retrieve detailed information including sets, repetitions, and rest intervals.

aiTest MCP Server

AI-native browser testing, directly from your coding agent.

squatch-harbor-mcp

A local MCP server that indexes and searches your past Claude sessions using SQLite FTS5. No cloud, runs entirely on your machine.

receipts-api-mcp

Enables querying and analyzing receipt data with SQL-style grouped statistics, filtering, and receipt lookup through natural language via MCP-compatible clients.

Cross-System Agent Communication MCP Server

거울

afair

The open-source, self-organizing memory for all your AI tools. Persistent memory over MCP (remember, recall, observe): background agents extract entities, resolve conflicts, and keep cited syntheses current in an append-only, encrypted, single-tenant vault.

Blood Pressure Tool

Manages blood pressure readings (create, read, update, delete) via an MCP server, integrable with Open WebUI.

Personal-reflection-mcp

A FastMCP server for journaling, habit tracking, and task management with SQLite storage.

Resume MCP Server

An MCP server that compares your resume against a job description using semantic similarity and keyword matching, and generates a visual skill-gap chart.

Ixnetwork Mcp

IxNetwork 세션 관리를 위한 MCP 서버

pa-elevenlabs-mcp

A self-hosted HTTP MCP server wrapping the ElevenLabs speech-to-text API, enabling audio transcription with speaker diarization.

godot-runtime-mcp

A TypeScript MCP server that lets AI assistants interact with the Godot 4.x game engine: not just editing files, but playing the game.

DuckDB Eurostat MCP Server

Enables querying Eurostat data using natural language, powered by DuckDB for optimized performance.

PDF MCP Flow

Enables AI-driven PDF document processing including PDF to Markdown conversion, intelligent text and table extraction, image extraction, format conversion between PDF/Word/Markdown, batch processing, and fuzzy search - optimized for LLM context and RAG workflows.

Superset MCP Server

Enables AI to create and manage Apache Superset dashboards, including adding charts and native filters from datasets.

Redmine MCP Server for Cline

Enables interaction with Redmine projects and issues via the Cline VS Code extension, supporting project management and issue creation through the Model Context Protocol.

apple-health-semantic-mcp

Query Apple Health export data with an LLM via a semantic layer that avoids common data traps, enabling accurate natural-language queries about health metrics. Optionally imports CPAP therapy data for correlation.

code-sandbox-mcp

MCP server for E2B code sandbox, enabling creation, management, and execution of code in secure sandboxes using Python and shell commands.

aiganak-aiops-mcp

Enables autonomous infrastructure diagnostics, log root-cause analysis, and safe code patching via tools for querying logs, inspecting Python AST, and applying git-safe patches.

domain-check-mcp

MCP server for checking domain name availability across 500+ TLDs using RDAP with WHOIS fallback for specific TLDs.

SAP Commerce MCP Server

Enables coding agents to query and manage SAP Commerce (Hybris) instances via FlexibleSearch, Groovy, ImpEx, and type system browsing through the HAC console, with secure credential handling and multi-environment support.

gemini-notebook-mcp

Provides MCP server for interacting with Google Gemini Notebook, allowing users to authenticate via Chrome session and retrieve notebooks with full UTF-8 support.

Universal Document Vector Search Service

This MCP server provides semantic document search and retrieval, enabling AI assistants to search documents, search categories, and retrieve category hierarchies using the Model Context Protocol.

7pace Timetracker MCP Server

Enables intelligent time tracking for Azure DevOps work items through natural language commands in AI assistants, integrating directly with 7pace Timetracker API for seamless worklog management and reporting.

laguna-pools-mcp

AI sales manager for composite swimming pools. Recommends pools by plot size & budget, calculates total cost with accessories, provides BIM/CAD files for architects, and connects clients with dealers across 175 Russian cities

Google Trends MCP Server

Enables AI assistants to access Google Trends data for comparing keywords, discovering trending searches, and analyzing regional interest through natural language.

TopicLake Insights FedPolicy

Federal Agency Rules and Executive Actions

mcp-browser-server

A MCP server that gives AI assistants full browser control, enabling navigation, clicking, form filling, and screenshots via any MCP client.

MCP Plus

A lightweight MCP server that enhances AI agents with tools for codebase analysis, task delegation to sub-agents, multi-agent coordination through chatrooms, and project todo management.