Discover Awesome MCP Servers

Interactive Feedback MCP

A Model Context Protocol server that enables AI assistants to request user feedback at critical points during interactions, improving communication and reducing unnecessary tool calls.

aesthetics-wiki-mcp

MCP server that exposes the Aesthetics Wiki as a searchable knowledge source, letting LLMs look up aesthetic movements, styles, and visual subcultures.

Mattermost MCP Server

A Model Context Protocol server that enables Claude to interact with Mattermost instances, supporting post management, channel operations, user management, and reaction management.

forensic-artifact-investigator

MCP server for read-only forensic analysis of evidence files using local utilities (file, ExifTool, strings, Volatility).

Mcp Server Js

✨AIプラットフォームが🤖YepCodeのインフラと連携できるようにするMCP（モデルコンテキストプロトコル）サーバー。YepCodeのプロセスを、AIアシスタントが使用できる強力なツールに変えましょう🚀

MCP Server for Comet Browser

Enables AI assistants to control the Comet browser via Chrome DevTools Protocol, supporting navigation, interaction, form automation, and debugging with multi-client and WSL compatibility.

mcp-dummy-server

A simple MCP server providing dummy data tools for days of the week and postal codes, with Streamable HTTP transport and optional API key authentication.

Rayzia MCP

Enables AI agents to drive a live SVG/vector editor, allowing a full observe-and-act loop on a canvas with real tools, state reading, and PNG rendering.

mcp-server-public-transport

mcp-server-public-transport is an open-source, locally hosted server providing an interface for accessing public transport data across Europe.

slugline-mcp

Enables screenwriters to search for similar scenes, fetch scene details, list indexed movies, find mood reference scenes, and get analysis style guidance, all grounded in real produced scripts.

Binal Digital Twin MCP Server

Enables users to search and interact with Binal's professional knowledge base through Claude Desktop using RAG technology. Users can ask natural language questions about Binal's technical skills, education, projects, and experience.

dart-mcp

Exposes OPEN DART (Korean FSS electronic disclosure) as an MCP server for searching and retrieving original disclosure documents, shareholdings, and financial statements, primarily for legal and internal control review.

Tesults MCP

Connect AI agents to your test results, insights, and targets. Query test runs, failures, flaky tests, and regressions across frameworks including Playwright, Jest, Pytest, Cypress and more.

Deribit MCP Server

Enables real-time cryptocurrency price monitoring and intelligent alerts for Deribit exchange through Claude Desktop. Set price alerts using natural language and receive instant Telegram notifications when conditions are met.

postgres-mcp-hardened

A drop-in Model Context Protocol (MCP) server that lets an AI agent query PostgreSQL — read-only, enforced at the database level, with real SQL validation, timeouts, cost limits, OAuth 2.1, and an audit trail.

mcp-greenhouse

Enables AI agents to search candidates, view job postings, and manage applications in Greenhouse ATS via natural language queries.

Trend Radar

An MCP server that fetches live trends from X, Google News, GitHub, and Hugging Face, and generates a self-contained HTML dashboard displaying top 20 lists for AI news, coding repositories, and models.

No MCP server described

The README is a completion certificate for the GitHub Skills exercise and does not contain any description of an MCP server.

thoughtgraph-mcp

Enables AI agents to persist and retrieve structured thinking graphs using SQLite-backed memory with support for CRUD operations, graph search, and path finding.

Ansim Dolbom Assistant

Enables caregivers to log daily care activities and generate draft notification reports for the elderly, with automatic safety constraints to prevent AI-generated inaccuracies.

jira-mcp

A local MCP server for Jira Server/Data Center that enables Claude and Codex to manage issues, comments, transitions, worklogs, and links through the Jira REST API v2 using Basic Auth.

churn-mcp-server

Enables MCP-aware clients to call the churn-prediction API's predict_churn and check_model_health tools directly, proxying to the existing churn-api service over HTTP.

MCP Observability Server

Exposes an observability REST API as MCP tools, enabling incident investigation through automated correlation of deploys with errors, log and metrics queries.

Roblox Studio MCP Server

改善を加えたRoblox Studio MCPサーバーのアップデート版

Wellness Nourish

A local-first nutrition MCP server for food search, barcode lookup, meal estimation, intake logging, hydration, and nutrition coaching workflows.

gmail-multi-mcp

MCP server that gives an AI assistant simultaneous access to multiple Gmail accounts with per-account read-only, draft, or send tiers, two-phase write confirmation, and safeguards for handling untrusted email content.

Blender MCP NextGen

Connects AI assistants to Blender 3D for natural language 3D modeling, scene inspection, material creation, and rendering.

mcp-starter

A collection of FastMCP servers for Todo and Postgres, managed with uv and supporting hot reload for development.

Blender MCP

Enables AI assistants to create, inspect, and animate 3D scenes in Blender through natural language and structured tool calls.

simple-index-mcp

A Python MCP server for indexing projects using embeddings, providing semantic search to help AI agents navigate codebases.