MCP Server Quality Scores
Independent quality analysis of 49876 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22151 |
聚合55+平台热门榜单数据的AI工具，支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。
|
C 66 3⁄3 | ||||||||
| 22152 |
A server that wraps Cisco Catalyst Center APIs into tools accessible via the Mo…
|
C 66 4⁄4 | ||||||||
| 22153 |
JotForm API Server
Claim
Enables interaction with JotForm's API to manage forms, submissions, folders, r…
|
C 66 4⁄4 | ||||||||
| 22154 |
A high-performance TypeScript server that enables interaction with Obsidian vau…
|
C 66 4⁄3 | ||||||||
| 22155 |
Pre-execution governance for AI agents. Validates tool calls before they execut…
|
C 66 4⁄3 | ||||||||
| 22156 |
Connects LLMs to the Quran API (alquran.cloud) to retrieve accurate Quranic tex…
|
C 66 4⁄3 | ||||||||
| 22157 |
An MCP server that enables seamless management of Novita AI platform resources,…
|
C 66 4⁄4 | ||||||||
| 22158 |
Mnemo
Claim
Provides AI assistants with extended memory by loading large codebases, documen…
|
C 66 4⁄4 | ||||||||
| 22159 |
Hybrid search for Cowork history: FTS, Spotlight, and semantic vectors
|
C 66 4⁄3 | ||||||||
| 22160 |
Provides deterministic Python code quality analysis using flake8, mypy, McCabe,…
|
C 66 3⁄3 | ||||||||
| 22161 |
MCP server for BabelWrap — give AI agents web browsing superpowers.
|
C 66 3⁄3 | ||||||||
| 22162 |
smart-context-mcp
Claim
Reduces AI agent token usage by 90% via context compression and task checkpoint…
|
C 66 3⁄3 | ||||||||
| 22163 |
Record and replay AI agent execution for debugging
|
C 66 3⁄3 | ||||||||
| 22164 |
DMCPServer
Claim
Dinos MCP Server, make your code, on MCP Action and execute by AI
|
C 66 3⁄3 | ||||||||
| 22165 |
MCP server for Intervals.icu — access training, wellness, and performance data …
|
C 66 3⁄3 | ||||||||
| 22166 |
MCP server for YouTube creator-ops — video metadata, comments, playlists, chann…
|
C 66 3⁄3 | ||||||||
| 22167 |
A Model Context Protocol server that allows language models to manage Hetzner C…
|
C 66 4⁄4 | ||||||||
| 22168 |
Connects Claude to the Statonic video editor to enable vision-based reference v…
|
C 66 4⁄3 | ||||||||
| 22169 |
Enables CRUD operations, content management, and media handling for any Strapi …
|
C 66 4⁄4 | ||||||||
| 22170 |
A production-ready MCP server built with FastAPI, providing an enhanced tool re…
|
C 66 4⁄4 | ||||||||
| 22171 |
|
C 66 3⁄3 | ||||||||
| 22172 |
Enables integration with Colombian accounting software Siigo through its API. S…
|
C 66 4⁄4 | ||||||||
| 22173 |
Run Safe -> Run Fast -> Run Cheap
Vouch- we are an advanced Ai Deterministic l…
|
C 66 3⁄3 | ||||||||
| 22174 |
Take Wayland screenshots via grim/slurp. Full screen, region, or interactive cr…
|
C 66 3⁄3 | ||||||||
| 22175 |
AccuWeather MCP
Claim
MCP server providing weather tools with data sourced from AccuWeather.
|
C 66 3⁄3 | ||||||||
| 22176 |
A Model Context Protocol (MCP) server for the @visactor/vchart that enables AI …
|
C 66 4⁄4 | ||||||||
| 22177 |
e18e
Claim
The official e18e MCP server keeping your agent in check from installing bloate…
|
C 66 4⁄3 | ||||||||
| 22178 |
Provides programmatic access to Sidemail.io's transactional email, contacts, do…
|
C 66 4⁄4 | ||||||||
| 22179 |
MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 too…
|
C 66 3⁄3 | ||||||||
| 22180 |
Enables file system operations such as listing directories, reading, writing, c…
|
C 66 3⁄3 | ||||||||
| 22181 |
Hard scope boundaries to prevent AI agent drift
|
C 66 3⁄3 | ||||||||
| 22182 |
📇 🏠 Control Spotify playback and manage playlists.
|
C 66 4⁄3 | ||||||||
| 22183 |
Provides intelligent code context and analysis through semantic compression, AS…
|
C 66 4⁄4 | ||||||||
| 22184 |
Enables reading, searching, and sending iMessages directly from MCP-compatible …
|
C 66 4⁄3 | ||||||||
| 22185 |
Exposes Django REST Framework API documentation via MCP for AI coding agents to…
|
C 66 4⁄3 | ||||||||
| 22186 |
Independent MCP client by swsistrip for Swiss Federal Railways (SBB/CFF/FFS) — …
|
C 66 3⁄3 | ||||||||
| 22187 |
ssh-mcp
Claim
MCP server exposing SSH control for Linux and Windows servers. Allows long runn…
|
C 66 4⁄3 | ||||||||
| 22188 |
TeliTask MCP server — manage contacts, tasks, and calls from AI assistants
|
C 66 3⁄3 | ||||||||
| 22189 |
A comprehensive Model Context Protocol server that provides AI assistants with …
|
C 66 4⁄4 | ||||||||
| 22190 |
mcp-bsl-platform-context
Claim
MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Пред…
|
C 66 3⁄3 | ||||||||
| 22191 |
Enables interaction with Azure DevOps through natural language in Cursor IDE. S…
|
C 66 4⁄3 | ||||||||
| 22192 |
An MCP server for managing MCP server registries with health checks, duplicate …
|
C 66 3⁄3 | ||||||||
| 22193 |
shortcuts-mcp-server
Claim
shortcuts-mcp-server
|
C 66 3⁄3 | ||||||||
| 22194 |
Runtime quality validation for AI agent outputs. Detect hallucinations, enforce…
|
C 66 3⁄3 | ||||||||
| 22195 |
sharplens-mcp
Claim
58 semantic C#/.NET analysis tools via Roslyn. Navigation, refactoring, find us…
|
C 66 3⁄3 | ||||||||
| 22196 |
Per-byte USDC data feeds and oracles for AI agents. Verifiable, no token, no AP…
|
C 66 3⁄3 | ||||||||
| 22197 |
Exposes Shopify store data from SLAM Gadget SQLite databases to AI tools throug…
|
C 66 3⁄3 | ||||||||
| 22198 |
F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscript…
|
C 66 4⁄3 | ||||||||
| 22199 |
A simple, tiny, and asynchronous server and client implementation for the Moder…
|
C 66 4⁄3 | ||||||||
| 22200 |
Enables AI agents to interact with Kubernetes clusters through progressive disc…
|
C 66 4⁄3 | ||||||||