Discover Awesome MCP Servers

Umbra

Umbra is the trust layer for AI-generated code. It scores any repo 0-100 with file:line evidence (security, slop, Docker-verified build/boot, and claim receipts that catch agents lying about tests), and guards agent file writes mid-stream blocking leaked keys, alg:none JWTs, and git-hook plants before they land. Tools: scan_repo, guard_content, get_score.

TraceFact MCP Server

Read-only MCP server for TraceFact that lets agents list trace runs, fetch run details, and retrieve reliability reports from a local store.

OpenClaw Model Router MCP

Routes model requests to Sol, Terra, or Luna via OpenClaw Gateway's Codex auth profile, with strict validation and no fallback.

hypawave

Agent-to-agent commerce over Bitcoin Lightning: buy, sell, list, and discover files, data, APIs, and compute on a public marketplace (or privately by offer id). Non-custodial, buyers pay sellers wallet-to-wallet and a verified payment preimage unlocks the result.

Elder Care MCP Server

Enables natural language control of an elderly care system on RK3588, integrating face recognition, object recognition, voice interaction, health monitoring, and IoT services through MCP tools.

postgres-mcp

Enables read-only SQL queries and schema inspection for PostgreSQL databases with up to 3 named connections.

browser-mcp-server

A universal browser automation MCP server using Playwright, enabling programmatic control of Chrome with 63 tools for navigation, interaction, media control, and CDP-based diagnostics.

Weather MCP Server

Provides current weather and forecasts via OpenWeatherMap API, enabling users to query temperature, humidity, wind speed, and multi-step forecasts for any city.

logseq-mcp

An MCP server that lets an AI agent operate a Logseq (DB) graph through safe, high-level tools for reading and managing notes, tasks, and projects without needing to know Logseq's internals.

LLMemory

Enables VS Code agent mode to search and retrieve context from your LLMemory vault of AI conversations (ChatGPT, Claude, etc.) without copying and pasting.

MCP Document Processor

An MCP server for reading, creating, and managing PDF, DOCX, and Excel documents with OCR, styling, categorization, and remote file bridges.

ai-incident-db

Provides tools to retrieve incidents from the AI Incident Database, including full incident details by ID, recent incidents, and classification taxonomies.

exception-mcp-server

Enables AI-powered analysis of exceptions using vector similarity search and Azure OpenAI for operations teams.

LocalStack MCP Server

A Model Context Protocol (MCP) server for LocalStack that enables management of local AWS development environments, including container lifecycle operations, infrastructure deployments, log analysis with IAM policy generation, chaos injection, and Cloud Pods state management.

Antigravity GLM MCP

A bridge between Gemini and GLM-4.5 models that provides 25 tools for automating complex coding tasks, file management, and system operations. It features a security-hardened architecture with sandboxing, persistent memory, and automatic file backups.

Persona MCP

Enables AI to switch between 26+ expert personas on-demand with smart context detection, persona chaining, and 80%+ token savings through 'Submarine Mode' that keeps personas inactive until triggered.

aarna

Hosted MCP server for Aarna, providing deterministic tool mappings to Aarna's API endpoints for AI agents to interact with DeFi and crypto services without authentication.

MCP Crawl4AI RAG

A database-agnostic MCP server that integrates web crawling with Retrieval Augmented Generation, supporting multiple AI providers and vector database backends for flexible and intelligent content retrieval.

liquid-mcp

Connect your agent to any HTTP API on the fly: Liquid discovers and maps any REST API once, then fetches typed data deterministically. Server-side search/aggregate, cross-API normalization, and structured recovery built in.

Mobile E2E MCP

AI-safe mobile device control via MCP: a policy-guarded, session-oriented mobile automation harness for AI agents with 66 MCP tools and an Explorer for automatic page traversal.

Crownpeak DQM MCP Server

Enables quality checking and content management for websites through the Crownpeak DQM CMS REST API. Supports running quality checks, spellchecking, asset management, and checkpoint monitoring with both desktop and cloud deployment options.

Strapi MCP Server

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agent-env-mcp

Provides a restricted Docker-based sandbox for LLM agents, enabling file operations, command execution, and local Git within an isolated runtime.

MCP Architect

Provides comprehensive architectural expertise through specialized agents, resources, and tools for generating, evaluating, and modifying architectural designs.

MCP Telegram

Uma implementação em TypeScript de um servidor MCP (Model Context Protocol) para trabalhar com o Telegram através do MTProto.

Remote MCP Server

A Cloudflare Workers-based implementation of Model Context Protocol (MCP) server that enables AI tools like Claude to connect to external services through OAuth login.

RustChain MCP Server

Enables MCP-compatible clients to query the RustChain blockchain, check balances, list miners, view epoch info, check network health, transfer RTC, and browse recent transactions and bounties.

OpenStack MCP Server

Um serviço leve e extensível que permite que assistentes de IA executem comandos da CLI do OpenStack de forma segura através do Protocolo de Contexto de Modelo (MCP).

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling connection from AI playgrounds and local clients like Claude Desktop.