Discover Awesome MCP Servers

security-tools

Provides security tools (prompt injection detection, CVE lookup, version impact assessment) for MCP clients like Claude.

MCP Code Mode

Enables AI agents to write and execute Python code in an isolated sandbox that can orchestrate multiple MCP tool calls, reducing context window bloat and improving efficiency for complex workflows.

KnowledgeMCP

An MCP server that enables AI assistants to perform semantic searches over local document collections using multi-context organization and automatic OCR. It supports various file formats including PDF, DOCX, and images, ensuring all data processing remains local and private.

Desmos MCP Server

Enables mathematical formula visualization and analysis through interactive plotting, formula validation, and symbolic computation. Supports both Desmos API integration and local matplotlib rendering for creating 2D mathematical graphs.

lafe-blog MCP Server

Enables creating and managing text notes with a simple note-taking system. Provides tools to create notes, access them via URIs, and generate summaries of all stored notes.

Krutrim Cloud MCP Server

Enables AI assistants like Cursor, Claude, and Codex to interact with Krutrim Cloud, providing discovery and controlled operations for VPCs, compute, storage, networking, Kubernetes, KPods, and IAM, with safety controls such as confirmation and read-only mode.

hermes-gpt

Enables MCP-based interaction with a local Hermes Agent installation, providing file read/search, skill management, and optional sandboxed write, terminal, and memory tools.

Arachne MCP

Self-hosted web-intelligence server for Hermes Agent and other MCP clients, featuring hybrid HTTP+browser crawling, document parsing, search, structured extraction, and change detection.

LangGraph FastAPI MCP Server

Enables LLM-powered agents to securely communicate with and orchestrate downstream microservices via FastAPI endpoints exposed as MCP tools.

mysql-mcp

Enables AI clients to interact with MySQL databases through read-only queries, with optional write capabilities in a controlled, auto-rolled-back manner.

climate-risk-mcp-server

Provides AI agents with access to CO2 emissions data, climate projections, and risk assessments for heat, flooding, and drought, supporting ESG analysis and CSRD compliance.

Airtable MCP Server

Enables complete interaction with Airtable databases through 16 CRUD operations including batch processing, schema management, and record manipulation. Designed for AI applications and n8n workflows with HTTP streaming support.

Cued MCP Server

Enables Claude to access and search local messages and contacts across multiple platforms (iMessage, Discord, Gmail, Slack) via a local-first datastore, ensuring data never leaves the Mac.

Codacy MCP Server

A Model Context Protocol server for Codacy, reimagined with the Vurb.ts framework to provide structured perception for AI agents, featuring grouped tool exposition, guardrails, and prompt templates.

mcp-threads

MCP server for Meta's Threads API that enables publishing posts and reply chains, reading timelines and insights, and managing long-lived credentials with proactive refresh and safety checks.

fluxpy

An MCP server that enables real-time data streaming for AI agents, with persistent connections to live feeds, reactive operator pipelines, and consumption via push, pull, or block modes.

context-keeper-remote

Remote MCP server that exposes context-keeper's rationale store (decisions, pipelines, constraints) over Streamable HTTP, deployable on Cloudflare Workers and usable as a claude.ai custom connector.

kintone OAuth MCP Server on Cloudflare Workers

Enables secure interaction with kintone through OAuth authentication, supporting record operations, app configuration management, file operations, and access control without storing API keys locally.

sovereign-mcp-gateway

Acts as a gating proxy for MCP servers, merging tools and applying policy, verification, and audit layers.

Rockfish MCP Server

Enables interaction with the Rockfish AI platform for synthetic data generation, dataset management, and ML workflow orchestration through tools like TabGAN training and Manta analytics.

MCP-workers

An MCP server that enables AI agents to search and analyze employee profiles, skills, tasks, and team structures stored in PostgreSQL, including advanced features like burnout detection and skill gap analysis.

Google Maps MCP Server for Cloud Run

Provides Google Maps functionality through Cloud Run, enabling route calculation, traffic analysis, route comparison, and trip cost estimation with rate-limited public access.

mcp-server

A demonstration MCP server for educational purposes, showcasing how to build and integrate MCP servers with LLM clients like Claude Desktop.

mcp-sanctions-check

MCP server for OFAC SDN sanctions screening. Check names against US Treasury sanctions lists with automatic cache refresh. No API key needed for the check itself.

Browser MCP

Automate your browser with AI using an MCP server and Chrome extension, enabling fast, private, and stealthy browser control with your existing sessions.

Apple App Store Revenue MCP Server

Fetches revenue and download data for Apple App Store apps using the Sensor Tower API.

search-console-mcp

Model Context Protocol (MCP) server that provides AI agents with access to Google Search Console data.

MCP Server Tester

Alat pengujian otomatis untuk server Model Context Protocol (MCP) - MASIH DALAM PROSES PENGERJAAN

mcp-llm-behave

Exposes llm-behave's behavioral regression testing as MCP tools, allowing offline semantic similarity checks on LLM outputs without any API calls.

Apple Ads MCP Server

An MCP server for the Apple Ads Platform API that exposes 99 operations across all resources through four token-efficient tools. It enables AI agents to read and write campaigns, ad groups, keywords, creatives, budgets, reports, and more.