Discover Awesome MCP Servers

uxloom

Enables agents to validate UI designs for missing states, accessibility issues, and journey completeness using state machine modeling.

pontal-mcp

Remote MCP server exposing Monday.com tools for leads and work namespaces via streamable HTTP, enabling Claude agents to list leads/jobs and get updates.

mcp-gov-bids

Open & historical US government bid solicitations from city/county portals — updated daily.

Remapdb MCP Server

Connects AI tools to Remapdb vehicle tuning data, enabling search and retrieval of manufacturers, models, engines, and tuning information.

fortinac-mcp

MCP server for diagnosing rogue hosts on FortiNAC 7.6 by querying the REST API, cross-referencing devices against profiling rules, and running nmap scans to identify classification blockers.

MCP SSE Cloud Run Proxy

A secure proxy solution for hosting MCP (Model Context Protocol) servers on Google Cloud Run, allowing teams to share access through IAM authentication while bypassing current MCP authentication limitations.

re-library-mcp

Enables querying a curated reverse engineering knowledge base covering techniques, anti-analysis bypass, mobile internals, and tools via MCP clients like Claude or Cursor.

agent-bridge

Agent Bridge is an MCP server that enables local agents like Codex and Claude Code to remotely control a logged-in ChatGPT Pro session in the browser, supporting automated discussions, reviews, and code implementation with secure pairing and multi-session coordination.

MCP File Operations Server

A Model Context Protocol server that enables Claude Desktop to perform file operations like reading, writing, listing directories, and managing files through natural language commands.

MCP Apps Example Gallery (fable candidate)

Hosts six official Model Context Protocol MCP Apps examples as remote Streamable HTTP MCP servers you can try by URL without cloning or local setup.

ipython-kernel

An MCP server that connects to existing IPython kernels, allowing Claude to execute code in a shared persistent environment with your IDE.

OpenDataMCP

Connects open data to LLMs via MCP, enabling easy access to public datasets and publishing new datasets with community help.

Figma MCP Server

Connects AI applications to Figma API for extracting design data, generating production-ready HTML/CSS from designs, and capturing screenshots in multiple formats.

MCP Arbitrage Suite

An MCP server for QDII/LOF premium arbitrage, WeChat notifications, and A-share/futures market data, with Docker deployment support.

tilnote-mcp-server

Enables AI assistants to create, read, search, and update notes on Tilnote, plus manage books.

backtest-reality-check

Checks whether a trading backtest survives its own statistics: deflated Sharpe, multiple-testing correction against a best-of-N-noise benchmark, minimum track record length, and fill realism. Takes no market data and no API keys, and cannot recommend a trade — it only reports that a result is weaker than claimed or not yet provable.

omp-mcp

Wraps Oh My Pi built-in tools (read, write, edit, bash, grep, etc.) as MCP tools, enabling file operations, shell commands, web search, and agent coordination.

neoom BEAAM MCP Server

Enables AI assistants to monitor and control neoom BEAAM energy management systems, including solar production, battery, grid power, and device control via natural language.

pdf-toolkit-mcp

Provides 18 PDF operations (merge, split, convert, edit, secure, repair, OCR) via iLoveAPI, callable from any MCP client like Claude Code or Claude Desktop.

iota-agent-mcp

An MCP server that enables AI agents to interact with the IOTA blockchain, supporting wallet management, transaction signing, and Move smart contract development. It provides tools for on-chain queries and CLI operations with a human-in-the-loop security model.

MemoryMCP

A persistent memory MCP server specialized for Japanese, featuring hybrid search, Ebbinghaus forgetting curve, entity knowledge graphs, and a web dashboard for memory visualization.

app-store-connect-mcp

Enables managing Apple App Store commerce via natural language, with secure keychain storage and write confirmation for all revenue-impacting operations.

mcp-apps-dashboard-demo

A demo MCP server that returns an interactive dashboard (bar chart with dataset selector) as an MCP App via the official MCP Apps extension (SEP-1865).

pdf-mcp

Extracts text and tables from PDFs for AI agents via MCP, enabling structured data retrieval from invoices, reports, and statements.

atlas-mcp-server

Servidor Atlas MCP

gmail-mcp

A read-only Gmail MCP server enabling users to search and read emails via Gmail search syntax without sending, deleting, or modifying anything.

LatentContext MCP Server

A session-scoped memory layer for LLMs that enables AI assistants to explicitly store and retrieve notes, decisions, and context within a single conversation, ensuring focus without cross-session data contamination.

Monday Upload Status Report MCP

MCP server to attach PDF status reports to file columns on Monday.com items.

Slipknot V4.1 Lite - Lightweight Topological Arbitration MCP Coprocessor

A lightweight topological arbitration MCP server for multi-agent clusters, using Topological Data Analysis to resolve decision conflicts and enable consensus among agents.

agent-vision

A lightweight MCP server that enables text agents to analyze images and videos using OpenAI-compatible vision models, with tools for image analysis and video frame extraction.