Discover Awesome MCP Servers

Flatfile MCP Server

Enables AI assistants like Claude Desktop, Claude Code, and Cursor to interact directly with Flatfile data through 100+ API endpoints for viewing, managing, and manipulating sheets, workbooks, records, and spaces.

MongoDB Movie Database

Enables querying and analyzing the MongoDB sample_mflix movie dataset through natural language, supporting searches by title, genre, actors, directors, ratings, and providing aggregate statistics like counts and averages.

google-workspace-mcp-sidecar

A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, enabling email drafting, thread management, calendar event retrieval, and time suggestions with server-side recipient and visibility policies.

squish-mcp

Enables AI agents to run and create Squish test scripts and test suites and analyze the results.

Cakemail API MCP Server

An MCP server that provides AI agents with direct access to authoritative Cakemail API specifications, enabling accurate code generation and eliminating hallucination.

Things 3 MCP Server

Enables Claude to interact with Things 3 task management, allowing natural language task creation, project analysis, and GTD workflow automation.

sangsang-lite-mcp

An MCP server for analyzing creative ideas through a series of diagnostic tools, designed for prototyping and submission to PlayMCP.

GhostInTheShell MCP

A sandboxed, read-only MCP server that safely exposes system metrics, container diagnostics, and logs to AI agents with intelligent context compression and strict security measures.

mcp-panther

mcp-panther

zotero-cli-cc

MCP server that exposes 45 tools for Zotero reference management, enabling AI agents to read/write items, search, extract PDF text, and manage workspaces via the Zotero CLI.

Tableau MCP Server

Enables AI applications to integrate with Tableau through developer primitives including tools, resources and prompts. Supports querying data from datasources, exploring content like workbooks and views, and retrieving visualizations using the Tableau REST API.

OpenAI Universal MCP Server

Provides a standardized interface for interacting with OpenAI's tools and services through the Model Context Protocol, enabling seamless integration with MCP-compliant applications.

OHM-MCP

AI-powered Python refactoring assistant that provides AST-based code analysis, SOLID violation detection, dead code elimination, type safety analysis, performance optimization, and automated refactoring with rollback capabilities.

Bernstein - Multi-agent orchestration

Orchestrates multiple AI coding agents declaratively to automate software development workflows for engineering teams.

Codebase MCP Server

Provides secure and efficient tools for codebase analysis, including file management, metadata retrieval, and dependency tree traversal. It allows LLMs to explore project structures and search for configuration files within a restricted root directory.

secfinapi-mcp

MCP server for SEC Financial API providing access to financial data from the U.S. Securities and Exchange Commission.

riotplan-mcp-http

An HTTP-based Model Context Protocol server for RiotPlan that exposes comprehensive planning tools, resources, and prompts for AI agents. It enables full plan lifecycle management, including ideation, shaping, execution tracking, and retrospective generation.

mcp-synaptic

A memory-enhanced MCP server with RAG database and expiring memory capabilities, enabling AI systems to store and retrieve memories and documents with semantic search.

OpenAI MCP Server

Um servidor mcp-openai para conectar via Claude ou similar.

AgentOverflow

A token-optimized documentation and Q&A registry for AI agents, providing dense machine-readable symbol-level docs and agent-contributed Q&A to minimize token usage while preserving information.

Browser MCP Server

Enables AI agents to control browsers with human-like behavior, stealth anti-detection, and 70 tools for navigation, interaction, and monitoring.

Muni-MCP

Professional building code compliance assistant that interfaces with municipal building codes, helping contractors and builders navigate complex regulatory requirements with precision.

KARP Graph Lite

Provides Claude Desktop with persistent, structured memory and semantic search via a local SQLite knowledge graph, plus a web UI for visualization and management.

Canvas MCP

Read-only FastMCP server for Canvas LMS study data.

RainyMCP

A network analysis MCP server providing 23 tools for packet capture, protocol analysis, and cryptographic inspection, including TLS handshake, certificate extraction, and SM2/SM3/SM4 support.

VS Code Simple Browser MCP Server

A Model Context Protocol server that enables LLMs to interact with VS Code's Simple Browser, allowing for browser control, JavaScript execution, console monitoring, and navigation through natural language.

Planetary MCP

Enables deploying an Earth Engine MCP server in Docker, integrating with Claude Desktop to perform geospatial analysis using 11 Earth Engine tools for tasks like wildfire risk, flood risk, and agricultural monitoring.

Metro Logs MCP

Captures and provides access to React Native console logs from Metro bundler, enabling AI assistants to retrieve, filter, and search app logs in real-time without manual copy/paste.

CHIVOX speech MCP

Gives your AI agent real-time pronunciation scoring and multi-dimensional speech assessment through CHIVOX server.

Publora MVP MCP Server

Enables AI agents to create, schedule, and manage social media posts across 10 platforms via a unified API.