MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25351 |
A server that bridges AI models with Scrappey's web automation platform, allowi…
|
F 25 4⁄4 | ||||||||
| 25352 |
Enables AI assistants to access and manage Streamline tasks, notes, tags, and w…
|
F 25 4⁄4 | ||||||||
| 25353 |
Enables AI assistants to interact with Feishu/Lark platform APIs for automation…
|
F 25 4⁄4 | ||||||||
| 25354 |
An AI-driven data visualization and SQL chat platform that enables natural lang…
|
F 25 4⁄4 | ||||||||
| 25355 |
The unified web layer for AI agents. Search (8 engines), stealth browse, auth, …
|
F 25 4⁄3 | ||||||||
| 25356 |
Enables Claude to automatically extract entities and relationships from URLs, P…
|
F 25 4⁄4 | ||||||||
| 25357 |
An MCP server that enables AI agents to autonomously manage ORE mining on the S…
|
F 25 4⁄4 | ||||||||
| 25358 |
Production-ready AI agent framework — semantic memory, multi-agent mesh, MCP se…
|
F 25 4⁄3 | ||||||||
| 25359 |
Secure MCP access for private infrastructure over Tailscale — 48 tools across 9…
|
F 25 4⁄3 | ||||||||
| 25360 |
Control Fusion 360 with any AI through Model Context Protocol (MCP)
|
F 25 4⁄3 | ||||||||
| 25361 |
A powerful image generation tool using Google's Imagen 3.0 API through MCP. Gen…
|
F 25 4⁄3 | ||||||||
| 25362 |
A secure Model Context Protocol server that enables Claude AI to list, search, …
|
F 25 4⁄4 | ||||||||
| 25363 |
Provides a configurable web server foundation for ioBroker home automation syst…
|
F 25 4⁄4 | ||||||||
| 25364 |
An AI-driven dynamic protocol fuzzer for the Model Context Protocol (MCP). Prov…
|
F 25 4⁄3 | ||||||||
| 25365 |
Leverage SettleMint's Model Context Protocol server to seamlessly interact with…
|
F 25 4⁄4 | ||||||||
| 25366 |
Enables LLM agents to interact with the MOSTLY AI Platform for generating synth…
|
F 25 4⁄4 | ||||||||
| 25367 |
Enables comprehensive interaction with IMAP email accounts through 38 tools for…
|
F 25 4⁄4 | ||||||||
| 25368 |
A stateful gateway server for AI applications that solves the memory limitation…
|
F 25 4⁄4 | ||||||||
| 25369 |
Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.
|
F 25 4⁄3 | ||||||||
| 25370 |
A direct kernel debugger MCP server for Windows security research that connects…
|
F 25 4⁄3 | ||||||||
| 25371 |
Turn any OpenAPI spec into callable MCP tools for Claude. Point at any OpenAPI …
|
F 25 4⁄3 | ||||||||
| 25372 |
Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
|
F 25 4⁄3 | ||||||||
| 25373 |
Open-source agentic schema CLI. Optimised for claude code, gemini, codex and co…
|
F 25 4⁄3 | ||||||||
| 25374 |
An MCP server that provides comprehensive access to the Slack Web API, enabling…
|
F 25 4⁄3 | ||||||||
| 25375 |
Enables AI assistants to interact with Vanta's security compliance platform to …
|
F 25 4⁄4 | ||||||||
| 25376 |
A comprehensive MCP server providing 24 tools for full Gmail management, includ…
|
F 25 4⁄4 | ||||||||
| 25377 |
A Model Context Protocol server that enables interaction with MongoDB databases…
|
F 25 4⁄3 | ||||||||
| 25378 |
Bridges Ghidra's reverse engineering capabilities with AI tools through 179 spe…
|
F 25 4⁄3 | ||||||||
| 25379 |
An MCP server that connects to the Teamwork API, providing a simplified interfa…
|
F 25 4⁄4 | ||||||||
| 25380 |
Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-ba…
|
F 25 4⁄3 | ||||||||
| 25381 |
Enables interaction with MongoDB databases and MongoDB Atlas for querying data …
|
F 25 4⁄4 | ||||||||
| 25382 |
Enables AI-powered email management for Microsoft Outlook, allowing users to se…
|
F 25 4⁄3 | ||||||||
| 25383 |
All Voice Lab MCP Server
|
F 25 4⁄4 | ||||||||
| 25384 |
A template MCP server created with xmcp that provides a structured framework fo…
|
F 25 4⁄3 | ||||||||
| 25385 |
Nocodb database integration, read and write capabilities
|
F 25 4⁄4 | ||||||||
| 25386 |
Discord MCP Server est un pont entre votre intelligence artificielle et Discord…
|
F 25 4⁄4 | ||||||||
| 25387 |
MCP server implementation for the UniFi network application
|
F 25 4⁄3 | ||||||||
| 25388 |
RobotMCP is a comprehensive Model Context Protocol (MCP) server that bridges th…
|
F 25 4⁄3 | ||||||||
| 25389 |
MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard a…
|
F 25 4⁄3 | ||||||||
| 25390 |
Enables AI assistants to interact with the PEX Card External API to manage busi…
|
F 25 4⁄4 | ||||||||
| 25391 |
Enables AI-powered building, optimization, debugging, and management of n8n wor…
|
F 25 4⁄4 | ||||||||
| 25392 |
A conversational application server that integrates LLM capabilities via Ollama…
|
F 25 4⁄3 | ||||||||
| 25393 |
Freelance contracts via API for any country. AI-generated or PDF. Pay-per-use: …
|
F 25 4⁄3 | ||||||||
| 25394 |
Context+ is a semantic intelligence server that transforms codebases into searc…
|
F 25 4⁄4 | ||||||||
| 25395 |
Enables AI agents to facilitate cryptocurrency tipping using x402 payment colle…
|
F 25 4⁄4 | ||||||||
| 25396 |
A Model Context Protocol server for managing Virtualbox and Vagrant virtual mac…
|
F 25 4⁄3 | ||||||||
| 25397 |
A portable, Dockerized Python tool that implements Model Context Protocol for a…
|
F 25 4⁄3 | ||||||||
| 25398 |
Local memory engine for AI agents with knowledge graphs, forgetting, and semant…
|
F 25 4⁄3 | ||||||||
| 25399 |
AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3…
|
F 25 4⁄3 | ||||||||
| 25400 |
A Model Context Protocol (MCP) server written in Go that empowers AI agents and…
|
F 25 4⁄4 | ||||||||