Discover Awesome MCP Servers

revit-mcp

Enables AI to interact with Revit via MCP, allowing data retrieval and element creation, modification, and deletion.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries for merge requests, code reviews, pipeline status, test reports, and discussion management.

Kaggle MCP Server

Server MCP untuk berinteraksi dengan kompetisi Kaggle

Sequential Thinking MCP Server (Python Implementation)

Implementasi Python dari server MCP Pemikiran Berurutan menggunakan SDK Python Model Context Protocol (MCP) resmi. Server ini memfasilitasi proses berpikir langkah demi langkah yang terperinci untuk pemecahan masalah dan analisis.

SpaceX MCP Server

A lightweight MCP server that provides analytics on SpaceX launches, including launch counts per year, success vs failure totals, and most-used launch site.

Ghost CMS MCP Server

Enables comprehensive management of Ghost CMS instances through the Admin API, supporting content operations (posts, tags), member management, newsletters, tiers, offers, and webhooks through natural language interactions.

mcp-apple

Provides tools to search for apps and music via the iTunes Search API and monitor the operational status of various Apple system services.

sokrates-mcp

An MCP server for prompt refinement, task breakdown, code reviews, and idea generation using the sokrates Python library and multiple AI providers.

User Prompt MCP

Server Protokol Konteks Model (MCP) untuk Cursor yang memungkinkan permintaan input pengguna selama pembuatan.

lsp-mcp

A multi-language code analysis server that helps LLMs or humans automatically lint, type-check, and improve code with minimal installation friction, currently supporting Python with plans for other languages.

chatmcp_memory

Enables large language models to remember past conversations by querying chat history stored in SQLite, directly integrating with daodao97/chatmcp.

mcp-chinookdb-server

MCP server providing LLMs with safe, read-only access to the Chinook SQLite sample database, including schema exploration and SQL query execution.

Adzuna Jobs MCP Server

Provides AI assistants with access to the Adzuna Job Search API to search millions of job listings, analyze salary data, and research top employers across 12 countries with comprehensive filtering options.

dropbox-transcripts-mcp

An MCP server that indexes plain-text podcast transcripts stored in Dropbox and makes them searchable inside Claude Code.

NASA ADS MCP Server

Provides seamless access to the NASA Astrophysics Data System (ADS) for searching astronomical papers, tracking citations and metrics, managing paper libraries, and exporting BibTeX references through natural language conversation.

@nahisaho/katashiro-mcp-server

MCP server for information collection, text analysis, and content generation, enabling AI agents to scrape web pages, analyze text, and generate reports or presentations.

FIO Bank MCP Server

Enables AI assistants like Claude to access FIO Bank account transactions via the FIO Bank API.

1C Templates MCP Server

Provides storage, searching, and retrieval of 1C (BSL) code templates with a built-in web interface for easy template management. It enables AI assistants to fetch specific boilerplate code directly into editors using natural language search.

Web-LLM MCP Server

A server that enables browser-based local LLM inference using Playwright to automate interactions with @mlc-ai/web-llm, supporting text generation, chat sessions, model switching, and status monitoring.

Crawl4AI RAG MCP Server

Provides AI agents and assistants with advanced web crawling and RAG capabilities, enabling them to scrape websites and perform semantic search over crawled content.

Grafyx

Enables AI coding assistants to understand codebase architecture in real time by parsing source code into a relationship graph and exposing call chains, dependencies, class hierarchies, and conventions via MCP tools.

swarm-mcp

MCP server that lets multiple coding-agent sessions on the same machine discover each other and collaborate through a shared SQLite database.

mev-mcp

An MCP server for inspecting MEV-relevant activity on Polygon, providing tools to check pending swaps, confirmed swap history, and gas price percentiles, while honestly reporting coverage limitations.

PLTM-Claude

An MCP server that gives Claude Desktop persistent memory, self-awareness, epistemic hygiene, and genuine agency across conversations with a typed memory system, embedding-based semantic search, a 3-judge memory jury, and a real-time dashboard.

SKP mcp

SkinKnowledgeBase provides source-backed skincare question answering and product comparison context for AI assistants through a public, read-only MCP endpoint.

ReasonForge

Provides a suite of deterministic math tools powered by SymPy to handle algebra, calculus, linear algebra, and statistics via the Model Context Protocol. It enables smaller language models to delegate complex computations to a verified symbolic backend for accurate and reliable results.

memoraeu

MemoraEU gives your AI a persistent, encrypted memory — sovereign, zero-knowledge, hosted in Europe. Works with Claude, Cursor, Windsurf, ChatGPT via MCP. Self-host for free (AGPL v3) or use the managed EU cloud.

@gapup/mcp-knowledge

Provides access to 9 AI executives offering board-ready business intelligence, competitor analysis, trend monitoring, and more via agent-payable endpoints.

Playwright MCP Server

Enables browser automation and web interaction through structured accessibility snapshots using Playwright. Supports clicking, typing, navigation, form filling, and other web actions without requiring screenshots or vision models.