Discover Awesome MCP Servers

godot-mcp-docs

Provides AI assistants with access to the complete Godot Engine documentation, enabling developers to get answers about Godot classes, tutorials, and features directly in their chat interface.

Confluence Knowledge Base MCP Server

Turns Confluence documentation into an AI-powered knowledge base, enabling natural language questions about your systems with answers retrieved from your actual documentation through semantic search.

Finsliparn

Transforms single-attempt coding into a multi-attempt, test-validated refinement loop by running your actual test suite and feeding failures back to the LLM as structured directives.

TickerAPI

Pre-computed financial market intelligence for AI agents. Stocks, crypto, and ETFs.

Docusign Navigator MCP Server

Connects AI assistants to Docusign Navigator, enabling natural language queries and analysis of Docusign agreements without complex APIs.

Threads MCP Server

An MCP server that exposes Threads CLI data for managing hierarchical threads, containers, and progress logs. It enables users to create, organize, and track task history while maintaining compatibility with the Threads CLI storage.

mcp-vision

An MCP server that adds image recognition to AI coding tools, enabling them to analyze images, extract text, and perform OCR via multimodal APIs and traditional OCR engines.

metatrader-mcp-server-linux

Enables AI assistants to trade on MetaTrader 5 on Linux by bridging the Windows-only MetaTrader5 package through Wine.

KIMP MCP Server

Enables users to query Kimchi Premium (KIMP) data for cryptocurrencies, showing the price difference between Korean and international exchanges for assets like Bitcoin and Ethereum.

gmail-mcp-server

Enables AI assistants to read unread Gmail messages and create threaded draft replies, without ever sending email automatically.

MEOK DORA Tlpt Planner MCP

MEOK DORA Tlpt Planner - MCP server providing AI-powered tools and automation by MEOK AI Labs

serial-mcp

MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscriptions, port allowlist.

Instagram MCP Server

A backend server that interacts with the Instagram Graph API to fetch post engagement metrics and insights for Business/Creator accounts, enabling analysis and strategy suggestions.

everlog-memory-mcp

MCP server for structured reflection and self-modeling over Everlog diary exports, enabling agents to query local diary evidence and maintain versioned artifacts of threads, moments, beliefs, and decisions.

Reality Defender MCP Server

Enables LLMs to analyze images, videos, audio, and text files for AI-generated content using the Reality Defender API, with support for user file uploads and direct URL analysis.

MCP Google Maps

Provides access to Google Maps API functionality including places search, geocoding, directions, distance matrix, elevation data, and static map generation through the MCP interface.

mcp-ankiconnect

Connects Claude to Anki flashcard software via AnkiConnect, enabling users to review due cards, create flashcards, and manage spaced repetition learning through natural language conversations.

Scholar Sidekick

Resolves scholarly identifiers — DOI, PubMed ID, PMCID, ISBN, ISSN, arXiv, ADS bibcode — into clean, formatted citations in any of 10,000+ CSL styles. Returns plain text, HTML, Markdown, RIS, BibTeX, CSL-JSON, or EndNote XML for direct paste or reference manager import.

MCP Calculator Demo

A simple demonstration MCP server built with FastMCP that exposes basic calculator operations (add, subtract, multiply, divide) as tools for MCP clients like GitHub Copilot Agent mode.

Quilt MCP Server

Enables searching, analyzing, and managing data packages in a Quilt data catalog through natural language, with 84+ tools including package CRUD operations.

MCP PDF Server

Provides tools for extracting text, performing OCR on scanned documents, and retrieving images from PDF files. It enables Model Context Protocol clients to process PDF content page-by-page through specialized extraction tools.

CodeBrain MCP Server

Enables semantic code search across codebases using AI embeddings and vector similarity, integrated with Claude Desktop and Cursor.

Breadcrumb MCP Server

Enables AI assistants to interact with the Breadcrumbs project memory system, allowing creation and management of project documentation including sessions, components, ADRs, patterns, and providing search capabilities across project knowledge.

aemo-mcp

MCP server for the Australian Energy Market Operator (AEMO) National Electricity Market. Plain-English access to 5-min dispatch prices, regional demand, interconnector flows, generation by fuel, rooftop PV.

mcp-arcgis-loudoun

Provides access to Loudoun County, Virginia open geospatial data through ArcGIS, enabling search, query, and schema inspection of datasets such as parcels, addresses, and zoning.

Kubeflow MCP Server

Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs through natural language, without needing to learn Kubernetes or the Kubeflow SDK.

Postgres MCP Server

A Model Context Protocol (MCP) server that provides secure database access to PostgreSQL through Kysely ORM, enabling Claude Desktop to interact with PostgreSQL databases using natural language.

WhatsApp Cloud API MCP Server

Enables AI agents to send WhatsApp messages, templates, and retrieve media through the WhatsApp Cloud API. Provides webhook handling and seamless integration with Meta's WhatsApp Business platform.

EdgeOne Pages MCP Server

Enables AI assistants to deploy and manage static websites directly through EdgeOne Pages. This self-hosted solution allows for direct file management and website hosting using EdgeOne's infrastructure and KV storage.