Discover Awesome MCP Servers

mcp-retrieve

An MCP server for indexing and searching local text files using late-interaction retrieval (ColBERT-style MaxSim), enabling token-level relevance matching.

Illustrator MCP

An MCP server that lets AI assistants like Claude control Adobe Illustrator through natural language by executing ExtendScript code and providing document state inspection.

fal

Enables MCP clients to run 600+ generative AI models from fal.ai, including image, video, audio, and text, with tools for synchronous and asynchronous execution, model catalog browsing, and schema inspection.

MCP Data Analyzer

Enables loading and statistical analysis of .xlsx and .csv files with visualization capabilities using matplotlib and plotly to generate various graphs and charts.

Etsy MCP Server

An MCP server for interacting with the Etsy API, enabling listing management, shop information, shipping profiles, and image uploads.

meetup-mcp-server

An MCP server for automating Meetup event tracking with an AI agent. It equips the agent with tools to browse Meetup.com, detect new events since the last known record, and return structured event data.

mcp-imap-server

Enables LLMs to read, search, and manage emails via IMAP with secure, read-only access to email accounts.

ArchiMate MCP Server

Enables LLMs to create, modify, and analyze ArchiMate architecture models using the ArchiMate 3.2 specification, supporting coArchi2 repositories and multiple export formats.

GeneChat MCP Server

A local-first MCP server that annotates whole-genome VCF files and lets you query pharmacogenomics, disease risk, and carrier status through natural language.

tikz-mcp

Compiles TikZ code into high-resolution PNG images, enabling AI assistants to render and preview LaTeX/TikZ diagrams during conversations.

callimachus

Local index and hybrid search (SQLite FTS5 + on-device vector KNN) over your AI coding-agent conversation history across 11 tools (Claude Code, Codex, Cursor, and more). Exposes search_threads, search_current_project, recent_threads, get_thread, list_tags, and list_open_todos so any agent can recall its own past work.

hh-ru MCP server

Enables searching for jobs in Russia and remote positions from AI assistants using multiple job platforms (hh.ru, Trudvsem, SuperJob, and remote job aggregators).

AWS Security Remediation MCP Server

Provides automated security incident remediation tools for AWS, enabling real-time threat response by quarantining malicious S3 objects, restricting IAM access, and updating security groups.

nano-banana-mcp

Enables AI image generation and editing using Google's Gemini models via natural language, supporting multi-turn editing, search grounding, storyboards, icon sets, and video-to-image.

obsidian-mcp-remote

A remote MCP server that enables read/write access to a self-hosted Obsidian vault, exposing tools for reading, writing, patching, listing, and searching vault content. It works without Obsidian running and uses Git as a rollback mechanism.

Nav2 MCP Server

Enables control and monitoring of Nav2 navigation operations, including navigation, waypoints, costmap management, and lifecycle control, through the MCP protocol.

memex

Zettelkasten-based persistent memory for AI coding agents. Auto-saves atomic knowledge cards with \[\[bidirectional links]] after tasks and auto-recalls before new ones. No vector DB — plain markdown files with git sync. Works as Claude Code plugin or MCP server for Cursor, VS Code Copilot, Codex, and Windsurf.

@nogoo9/mcp-server-cloud-fs

A cloud replacement for mcp-server-filesystem that provides 30 tools for S3, Azure Blob, and Google Cloud Storage, deployable locally via STDIO or remotely over HTTP/WebSocket with OAuth 2.1 authentication.

Plex Assistant MCP

Enables users to manage and control their Plex media library through natural language commands in MCP-compatible AI clients. It supports searching content, managing playlists, tracking library statistics, and monitoring live viewing sessions.

munich-mensa-mcp

Remote MCP Server for listing and getting the menus of the official mensas in munich

mcp-mayo

MCP server that exposes MAYO Apollo HRM platform's Foundation, Attendance, and Payroll APIs as AI-callable tools, enabling natural language queries for employee profiles, attendance summaries, and payroll reports.

@1claw/mcp

MCP server for secure, just-in-time secret retrieval from 1claw vault and malicious content inspection, enabling AI agents to access secrets and security analysis.

Figma MCP Go

Figma MCP server with full read/write access via plugin bridge — no API token, no rate limits. 83 tools for design automation: styles, variables, components, prototypes, and content.

legal-kb-builder

A local legal knowledge base construction factory that provides a consultation agent with multi-source retrieval, supporting MCP server for external services.

mtg-mcp-server

Provides AI assistants with comprehensive Magic: The Gathering data including card info, combos, draft analytics, Commander metagame, constructed formats, sideboard strategy, deck building, and rules.

Mnemo

MCP server providing a persistent, temporal memory brain for AI assistants, enabling cross-session recall of facts with relationships and temporal context.

Playwright MCP Server

Enables browser automation via the Model Context Protocol, supporting headless Playwright and extension bridges for controlling existing Chrome and Firefox tabs.

thunderbird-mcp

A read-only MCP server that lets Claude read and search emails from Thunderbird accounts and access contacts, working directly with profile files.

RAGSHIELD

RAG corpus poisoning detector that scans for embedding anomalies and backdoor triggers, with an MCP server for AI agent integration.