MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25401 |
Enables AI coding agents to efficiently query code context via a symbol graph, …
|
F 25 4⁄3 | ||||||||
| 25402 |
Non-custodial Solana swap & limit order engine for AI agents.
|
F 25 4⁄3 | ||||||||
| 25403 |
Streaming music player that finds free music for you
|
F 25 4⁄3 | ||||||||
| 25404 |
A modular MCP server that provides comprehensive system automation capabilities…
|
F 25 4⁄3 | ||||||||
| 25405 |
Provides a configurable web server foundation for ioBroker home automation syst…
|
F 25 4⁄4 | ||||||||
| 25406 |
Enables AI agents to interact with the Yapy Network social feed platform by reg…
|
F 25 4⁄4 | ||||||||
| 25407 |
Enables interaction with HubSpot CRM through a standardized API interface. Supp…
|
F 25 4⁄4 | ||||||||
| 25408 |
Enables AI assistants to interact with Conta Azul Financial APIs to manage acco…
|
F 25 4⁄4 | ||||||||
| 25409 |
A Python-based MCP server and React dashboard designed for system monitoring an…
|
F 25 4⁄4 | ||||||||
| 25410 |
Enables AI assistants to access and manage Streamline tasks, notes, tags, and w…
|
F 25 4⁄4 | ||||||||
| 25411 |
A comprehensive MCP server providing 24 tools for full Gmail management, includ…
|
F 25 4⁄4 | ||||||||
| 25412 |
Provides persistent, intelligent memory using Elasticsearch with hierarchical c…
|
F 25 4⁄3 | ||||||||
| 25413 |
Control Fusion 360 with any AI through Model Context Protocol (MCP)
|
F 25 4⁄3 | ||||||||
| 25414 |
Provides advanced, programmable access to Zabbix monitoring data and management…
|
F 25 4⁄3 | ||||||||
| 25415 |
Integrates Eurostat quality-of-life metrics and real-time job searching to help…
|
F 25 4⁄4 | ||||||||
| 25416 |
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atl…
|
F 25 4⁄3 | ||||||||
| 25417 |
A boilerplate for building MCP servers on Cloudflare Workers with built-in OAut…
|
F 25 4⁄4 | ||||||||
| 25418 |
Integrates GitLab merge request analysis with Confluence documentation, allowin…
|
F 25 4⁄4 | ||||||||
| 25419 |
An MCP server that enables AI-assisted mobile security testing by exposing Frid…
|
F 25 4⁄3 | ||||||||
| 25420 |
Open-source relational AI framework with identity persistence, memory, and MCP …
|
F 25 4⁄3 | ||||||||
| 25421 |
Integrates with the Datalog Studio REST API to explore projects, tables, and as…
|
F 25 4⁄4 | ||||||||
| 25422 |
Connects AI assistants to the TailorKit API, enabling them to manage customizab…
|
F 25 4⁄4 | ||||||||
| 25423 |
A comprehensive MCP server that exposes Frida's dynamic instrumentation toolkit…
|
F 25 4⁄3 | ||||||||
| 25424 |
MCPCAN is a centralized management platform for MCP services. It deploys each M…
|
F 25 4⁄3 | ||||||||
| 25425 |
Offensive MCP server auditor — detects tool poisoning, credential leaks, RCE ve…
|
F 25 4⁄3 | ||||||||
| 25426 |
An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 …
|
F 25 4⁄4 | ||||||||
| 25427 |
本MCP服务封装了新闻相关工具
|
F 25 4⁄3 | ||||||||
| 25428 |
Transforms Obsidian vaults into AI-powered knowledge bases using multi-layer RA…
|
F 25 4⁄4 | ||||||||
| 25429 |
A MCP server for The Movie Database API that enables AI assistants to search an…
|
F 25 4⁄4 | ||||||||
| 25430 |
Enables natural language control of SideFX Houdini for tasks including node man…
|
F 25 4⁄3 | ||||||||
| 25431 |
Provides standards documentation and validation tools for the Darwin platform, …
|
F 25 4⁄4 | ||||||||
| 25432 |
Open-source agentic schema CLI. Optimised for claude code, gemini, codex and co…
|
F 25 4⁄3 | ||||||||
| 25433 |
Enables comprehensive benchmarking and performance monitoring of OpenShift clus…
|
F 25 4⁄4 | ||||||||
| 25434 |
MCP server for cryptocurrency tipping through AI interfaces using x402 payment …
|
F 25 4⁄4 | ||||||||
| 25435 |
Markdown viewer for AI-assisted document review. Click any element to copy file…
|
F 25 4⁄3 | ||||||||
| 25436 |
Agent Hub is an AI orchestration platform that transforms how developers and De…
|
F 25 4⁄3 | ||||||||
| 25437 |
Connect AI agents to Signal Found's proprietary Reddit outreach network. Find p…
|
F 25 4⁄3 | ||||||||
| 25438 |
AI-native link intelligence — shorten, track, and manage links from any AI agent
|
F 25 4⁄3 | ||||||||
| 25439 |
An MCP server that provides comprehensive access to the Slack Web API, enabling…
|
F 25 4⁄3 | ||||||||
| 25440 |
Bridges Notion custom agents with Claude Code to automate bug reproduction and …
|
F 25 4⁄4 | ||||||||
| 25441 |
Provides integration between Genkit and the Model Context Protocol (MCP).
|
F 25 4⁄4 | ||||||||
| 25442 |
Code Intelligence Engine — indexes your codebase and gives AI assistants deep u…
|
F 25 4⁄3 | ||||||||
| 25443 |
|
F 25 4⁄3 | ||||||||
| 25444 |
Manage your emails effortlessly with 60+ tools for drafting, sending, retrievin…
|
F 25 4⁄4 | ||||||||
| 25445 |
Enables Claude AI to directly interact with and control Blender for rapid, natu…
|
F 25 4⁄3 | ||||||||
| 25446 |
Enables interaction with a sample Pet Store API based on OpenAPI 3.1 specificat…
|
F 25 4⁄3 | ||||||||
| 25447 |
|
F 25 4⁄3 | ||||||||
| 25448 |
A TypeScript-based MCP server that provides integration with the Qase test mana…
|
F 25 4⁄4 | ||||||||
| 25449 |
The only MCP server you need: let your LLM generate and safely execute JavaScri…
|
F 25 4⁄3 | ||||||||
| 25450 |
Enables comprehensive interaction with IMAP email accounts through 38 tools for…
|
F 25 4⁄4 | ||||||||