Discover Awesome MCP Servers

Excel MCP Server

Enables AI agents to create, read, and modify Excel workbooks without requiring Microsoft Excel, supporting operations like formulas, charts, pivot tables, formatting, and data validation.

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.

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.

media-mcp

Enables movie/series recommendations via TMDB API and personal tracking of watchlist, watched history, and episodes in local SQLite.

Hubstaff MCP Server

A Model Context Protocol (MCP) server for Hubstaff API integration, enabling seamless time tracking, project management, and team collaboration through AI assistants.

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.

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.

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.

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.

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.

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.

codewalk

AI-powered codebase intelligence tool that builds a dependency graph of a git repo for structural Q&A and pre-PR code review. It exposes MCP tools for blast radius, review sessions, and static analysis, running locally over stdio with no LLM or network dependencies.

Notion MCP

Enables interaction with Notion via natural language, allowing page creation, calendar management, expense tracking, and custom tool integration.

travmaskinen-mcp

MCP server providing Nordic harness racing data (Swedish, Norwegian, Danish, Finnish) with upcoming races, startlists, betting pool percentages, and model-derived win probabilities for AI agents.