Discover Awesome MCP Servers

@parserelay/mcp

Enables document parsing into structured, confidence-scored fields via the scan tool, working with any MCP host like Claude Desktop or Cursor.

Agent Interviews

Agent Interviews

gitflic-mcp

MCP server for GitFlic, the Russian Git hosting platform, enabling AI agents to manage projects, issues, merge requests, files, and more via 66 tools covering 13 API categories.

caseware-kb

Enables querying procurement documents (invoices, purchase orders, shipping orders, inventory reports) via semantic search, order ID lookups, gap analysis, and source excerpt retrieval.

MCP_IDMC

A FastMCP server that exposes Informatica IDMC Data Integration APIs as MCP tools, allowing AI agents to query, run, and monitor CDI mappings through natural language.

QA MCP Server

Enables AI-powered QA workflows including requirement analysis, test case generation/review, versioned project persistence, and import/export through MCP tools.

MCP Mediator

Java で実装された Model Context Protocol (MCP) メディエーター。MCP クライアントとサーバー間のシームレスな統合を提供します。

Reddit MCP Server

Provides access to Reddit's API for retrieving posts, comments, user information, and search functionality. Supports multiple authentication methods and comprehensive Reddit data operations including subreddit browsing, post retrieval, and user profile access.

Mnemotree

Mnemotree is an MCP server that provides biologically-inspired memory for LLM agents, enabling storage, retrieval, and analysis of structured knowledge with semantic search and relationship tracking.

RedditAPIs

Reddit API as native MCP tools for Claude, Cursor, and any MCP client. 22 reads-only tools over redditapis.com: search with advanced filters (score, comments, media, sort), subreddit listings and about, posts, comments, user profiles and history, community discovery, moderators, wiki, and deep comment search. Usage-based and billed per call. Set your redditapis.com API key as REDDITAPIS_KEY.

easydocforms-mcp

An MCP server for healthcare intake forms that lets AI agents import blank PDFs, create patient fill links, and retrieve completed PDFs while keeping PHI out of the model context.

GitPilot MCP

A lightweight MCP server that enables AI assistants to manage local Git repositories by executing commands like status, add, and commit. It streamlines development workflows by providing repository context and diffs directly to the assistant.

gmail-mcp

MCP server for Gmail that enables searching, reading, archiving, and managing email from any MCP client.

cwa-mcp-server

Provides access to Taiwan's Central Weather Administration data for weather forecasts, earthquake reports, warnings, and typhoon alerts, and generates evacuation recommendations.

ALECS - MCP server for Akamai

MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS, WAF, and reporting. Built with TypeScript, featuring modular architecture, comprehensive testing, and multi-account support. Make Akamai accessible to AI assistants.

agent-market-signals

An MCP server that provides tools to audit AI-agent marketplace integrity by scanning listings for deceptive patterns like fabricated engagement, automated seeding, self-advertisement, unpaid work risk, and high-budget bait.

Unity MCP Server

Provides AI assistants with comprehensive control over Unity Hub and Unity Editor through over 200 specialized tools for project management and scene manipulation. It enables users to perform complex tasks like script creation, asset management, and project builds using natural language commands.

invoiceflow-mcp

AI-powered invoice automation. Create PDF invoices, predict late payment risk 0-100, auto-send reminders, reconcile Stripe/PayPal payments, track cash flow. 10 MCP tools, 4 resources.

docker-logs-mcp

MCP server for viewing Docker container logs on a remote VPS via SSH.

FPL MCP Server

Connects LLMs to the Fantasy Premier League API for intelligent team management, enabling natural language player research, competitor analysis, transfer decisions, and strategic planning using friendly names instead of IDs.

calibre-mcp

Enables read-only search, browsing, and metadata retrieval from a local Calibre e-book library using natural language queries.

YouTube MCP Server

Enables YouTube content browsing, video searching, and metadata retrieval via the YouTube Data API v3. It also facilitates fetching video transcripts for summarization and analysis within MCP-compatible AI clients.

AL Object ID Ninja MCP Server

MCP server for AL Object ID management in Microsoft Dynamics 365 Business Central development. It provides intelligent object ID allocation, collision prevention, and team collaboration features.

docker-ops-server

Connects an AI assistant to local Docker and Kubernetes environments, enabling real-time command execution and log inspection with user approval.

OneTech MCP Server

Enables AI assistants to extract and document Mendix Studio Pro modules by interrogating local .mpr files. Generates comprehensive JSON documentation of domain models, pages, microflows, and enumerations without sending data to the cloud.

Dify Doc MCP Server

An MCP server that integrates Dify knowledge bases, enabling AI assistants to retrieve and search content from Dify via tools like list datasets, get dataset details, and knowledge retrieval.

gmapsscraper

Enables AI assistants to scrape Google Maps business data (names, addresses, phones, emails, websites, ratings, etc.) through natural language queries, with tools for synchronous and asynchronous scraping and credit checking.

mcp-seo-backlinks

Enables backlink intelligence by interfacing with the DataForSEO Backlinks API. Allows AI agents to query and analyze backlink data through natural language.

Atomic Mail Agentic

Read and write email through the Atomic Mail from an AI agent. Handles proof-of-work authentication and JMAP so the agent thinks in JMAP method calls. Use when the user asks to register an email inbox, list mailboxes, fetch or send email.