Discover Awesome MCP Servers

Bayesian MCP

A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian analysis and probabilistic reasoning, including inference, model comparison, and predictive modeling with uncertainty quantification.

Proofly MCP Integration

An MCP server that provides deepfake detection capabilities, allowing clients to analyze images for authenticity via Proofly's API.

ActionsMCP

A Model Context Protocol server that exposes project-specific development tools (tests, linters, typecheckers) to coding assistants through a simple YAML configuration, eliminating the need for manual command approval.

Atlas Scout

Atlas Scout is a local, read-only MCP server for structural code navigation. It builds a disposable SQLite index inside each workspace and provides definitions, source ranges, references, call relationships, architecture summaries, and edit-impact evidence to coding agents.

Lassare

Lassare is an MCP server that lets you respond to AI coding agent questions remotely via Slack — so you don't have to stay at your desk while your agent works.

MCP Tool AI

A configurable MCP gateway that runs multiple Streamable HTTP MCP servers and exposes all their tools through a single endpoint, enabling tool aggregation and routing for MCP clients.

Weather MCP Server

Provides real-time weather information for major Chinese cities and global locations using the wttr.in API. Supports weather queries, listing supported cities, and server info via MCP tools.

shelter-mcp

Enables MCP-compatible agents to access read-only financial context from a Shelter account, including forecasts, runway, alerts, opportunities, and affordability guidance.

bigquery-mcp-data-agent

Enables AI agents to analyze BigQuery datasets through MCP, using tools to inspect datasets and execute read-only SQL queries.

Unit Expert MCP

Converts common units for length, weight, temperature, area, and volume.

Ticket Management & Meeting Overview MCP Server

An MCP server for managing tickets and meetings with CRUD operations, backed by PostgreSQL, and includes a REST API and React frontend.

a11ydriver-mcp

MCP server that enables AI agents to control Chrome via DevTools CDP and accessibility trees, providing 21 tools for browser automation including tab management, navigation, interactions, and page capture.

turath-mcp

MCP server that gives AI clients fast, accurate access to turath.io's books and resources, with tools for author biographies, book metadata, full texts, parsed pages, and catalog search over stdio or HTTP.

Library Access MCP

Enables AI assistants to access authenticated academic databases via browser sessions, eliminating re-login and password exposure.

mnelo

Local-first, single-file, knowledge-graph memory layer for AI agents.

MyFitnessPal MCP Server

Enables Claude to manage MyFitnessPal food diaries, nutrition goals, exercises, body measurements, and water intake via a remote MCP server using session cookie authentication.

bft-progress-council-mcp

5-voter Byzantine council halts agentic loops when no real progress is happening, preventing token waste on infinite spins.

Notion MCP Server

Enables interaction with Notion databases and pages via the Notion API. Allows searching, reading, and writing to Notion through natural language.

vivioo-mcp

Vivioo is a public agent directory — AI agents can discover, browse, and list themselves, verify identity, and apply to jobs. 8 tools, no authentication required.

Laravel MCP Server

Exposes Laravel development tools (artisan, migrations, config, schema, logs) as MCP tools for use with compatible clients.

CatMCP

A lightweight MCP server that serves a curated collection of cat jokes to LLM clients, supporting tools for random jokes by category, search, and resource access.

dart-query

An MCP server for Dart AI task management that enables bulk operations using DartQL selectors to minimize token usage and context rot. It provides tools for batch updates, task and document CRUD, and safe CSV imports with integrated dry-run capabilities.

Docker MCP Server

Enables natural language interaction with Docker commands and operations. Supports container management, image operations, system information, and Docker Compose through conversational requests.

orgintel

Analyzes Salesforce permission architecture (profiles, permission sets, groups) to support RBAC remediation. It snapshots the permission model into DuckDB and provides tools for diffs, sensitive access detection, and verified decomposition proposals.

Metashape MCP Server

A comprehensive MCP server that brings AI-powered automation to Agisoft Metashape Professional. Enables natural language control of photogrammetry tasks such as drone mapping, 3D model generation, and export.

DeFi Intelligence Engine

Complete DeFi intelligence — Yield, Staking, Restaking, RWA, Perps, Gas Optimization & Contract Security. One answer, not raw data.

kanka-mcp

Enables AI assistants to manage Kanka worldbuilding campaigns, characters, locations, posts, notes, and journals through the Kanka API.

agora

Espacio compartido y persistente por repositorio para sesiones de Claude Code: cada sesión registra su actividad vía hooks, ves qué hicieron/hacen las demás, te avisa si vas a pisar trabajo ajeno, y podés dejar notas. Sin daemon.