Discover Awesome MCP Servers

shiply

Instant web hosting for AI agents. Publish a live site in one call, no account needed.

BrowserMCP

Remote browser instances for your AI agents. Reliably complete any browser-based task at scale. Fully-control agentic browsers that spin up in seconds.

mcp-agent-monitor

MCP server that analyzes AI agent execution logs to calculate reliability scores, detect failure patterns, and suggest concrete improvements for making AI agents more reliable.

Local Docs MCP Server

Exposes multiple local documentation folders to AI assistants via tools for listing, reading, and searching files across namespaces.

jiro

Enables AI agents to perform live web searches across 9 engines, scrape web pages into clean formats, and run agentic research with citations via MCP.

screen-use

Enables AI agents to see, locate UI elements, and operate any Windows desktop app through natural language, using accessibility-tree matching with optional vision-model fallback, plus an autonomous visual loop with introspection and meta-learning.

LINDAS MCP Server

Enables LLMs to query structured statistical data from the Swiss Federal Archives' Linked Data platform (LINDAS) by translating natural language questions into SPARQL queries against RDF data cubes.

Sentiment_Alpha_v1

Deterministic Risk Oracle for DeFAI Agents.

langfuse-mcp-java

Query Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

MCP Server on Cloudflare Workers

A proof of concept implementation of Model Context Protocol server running on Cloudflare's edge network with bearer token authentication, allowing deployed AI models to access tools via serverless architecture.

clawspace

Bootstrap a production-grade OpenClaw agent workspace with memory system, config validation, and templates. Exposes tools like setup_workspace, validate_config, list_templates, and get_optimization_advice via MCP.

Autotest AI MCP Server

Enables AI agents to manage Autotest AI projects, screens, test cases, and test runs through natural language commands.

Personal Cronometer MCP

Enables MCP clients like Codex and Claude Code to securely read and manage a personal Cronometer account, including food logs, nutrient summaries with missing-data awareness, food search, biometrics, and export analysis.

MyMCP

Dynamically converts any OpenAPI v3 specification into a fully-functional Model Context Protocol (MCP) server.

PDF Document MCP Server

A local document processing toolkit for AI agents that extracts text, converts PDFs to Markdown, merges files, extracts tables, and summarizes documents without external API dependencies.

MCP Server Kalshi

A Model Context Protocol (MCP) server for the Kalshi prediction market trading platform. It provides automated access to market data, order management, and portfolio operations through Kalshi's REST API.

MCP Code Review Server

A code review tool that generates detailed HTML review documents by comparing branches or commits, with author filtering and intelligent analysis.

mcp-portainer-lite

Lightweight MCP server for Portainer CE, focused on Docker Swarm environments with read-only tools by default and optional mutations.

Igloo MCP

Enables AI assistants to interact with Snowflake databases through SQL queries, table previews, and metadata operations. Features built-in safety checks that block destructive operations and intelligent error handling optimized for AI workflows.

Bitrix24 MCP Bridge

Локальный MCP-сервер, дающий ИИ-агенту read-only доступ к задачам, проектам и чатам Bitrix24 в объёме прав пользователя — через браузерное расширение, переиспользующее живую сессию. Без прав администратора и без официального REST-вебхука.

godot-forge

Provides progressive-disclosure MCP access to Godot editor development, enabling tool discovery, task execution, inspection, and status tracking for projects across Godot 4.5 to 4.8-dev.

AgentPing

Let your AI agent notify you via email, Slack, Discord, or webhook using a single tool.

procurement-mailer-mcp

Enables an SAP Joule agent to read and send email from a scoped Microsoft Exchange mailbox via MCP tools, translating tool calls into Microsoft Graph requests.

Claude-Read-Outlook-Attachments

A MCP server for Claude that reads Outlook emails its attachments through the Microsoft Graph API.

mcp-beebole

This MCP server allows AI assistants to interact with the Beebole REST API for time tracking management.

Slack MCP

MCP server that gives AI agents access to your Slack workspaces using session tokens.

Tether MD

Enables anchored comments in Markdown files that AI agents can propose changes for, with human approval before application, all managed via an MCP server.

Discord Text2SQL MCP

This MCP server provides a local-first Text2SQL assistant for Discord, allowing users to query BIRD Mini-Dev SQL databases through natural language. It exposes tools for dataset search, schema retrieval, and safe read-only SQL execution.

monkeysee

Enables MCP clients to drive a real, logged-in Chrome browser for web automation tasks like navigation, clicking, typing, and screenshotting.

afkbot-mcp

MCP server for AFKBot PTO management that allows users to file and manage time-off requests from any MCP-compatible client.