Discover Awesome MCP Servers

Fitness AI MCP

Fitness AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

agent-handoff-memory

An MCP server that gives multiple agents a shared versioned memory with explicit handoff packets, enabling structured context transfer and stale data detection across sessions.

weread-shelf

Enables SQL queries on WeRead (微信读书) book data by syncing it into DuckDB, with an MCP server for agent-based analysis and cross-source joins.

payments-toolkit-mcp

A local MCP server providing payment validation tools and resources, including card number Luhn checks, card network detection, and IBAN validation, with no network calls required.

hyperliquid-info-mcp

Provides live market and account data from Hyperliquid, including perp and spot prices, funding rates, open interest, order books, and wallet positions, without requiring an API key.

sipp-mcp-server

Enables interaction with SIPp, a SIP protocol testing tool, allowing users to run SIPp scenarios, create custom XML scenarios, retrieve statistics, and verify SIPp installation through natural language queries.

nbk-mcp

Fetches official currency exchange rates from the National Bank of Kazakhstan, supports conversion and rate dynamics tracking.

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.

Herald MCP

Enables two AI assistants on different computers to communicate with each other via a shared cloud server.

obsidian-mcp

Exposes an Obsidian vault with full-text and semantic search, and Anki-style spaced repetition active recall.

@4da/mcp-server

Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.

OAPT MCP Extension

Connects Claude Desktop to the OAPT MCP server for natural-language queries across Dynamics CRM, AWS ACE, Partner Central, and more via a hosted endpoint, with per-user API key authentication.

Macroforge MCP Server

Enables AI assistants to access Macroforge documentation, validate TypeScript code with @derive decorators, expand macros, and retrieve macro documentation.

syntax-map-mcp

Enables code analysis of JavaScript, TypeScript, TSX, Python, and Rust files using Tree-sitter, providing symbol listing, definition/reference lookup, AST queries, LSP-style features, and SQLite indexing for efficient cross-file searches.

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.

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.

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.

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.

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.