MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23151 |
mcpwall is a deterministic security proxy for MCP tool calls — iptables for MCP…
|
F 25 4⁄3 | ||||||||
| 23152 |
|
F 25 4⁄3 | ||||||||
| 23153 |
A Model Context Protocol server plugin for SiYuan note-taking application that …
|
F 25 4⁄3 | ||||||||
| 23154 |
Reddit outreach at scale — find prospects, send 1000s of DMs/day, and manage yo…
|
F 25 4⁄3 | ||||||||
| 23155 |
A server that connects to PostgreSQL databases and provides tools for safely ex…
|
F 25 4⁄3 | ||||||||
| 23156 |
Enables natural language task management with Todoist, supporting tasks, projec…
|
F 25 4⁄4 | ||||||||
| 23157 |
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tool…
|
F 25 4⁄3 | ||||||||
| 23158 |
A comprehensive MCP server that exposes Frida's dynamic instrumentation toolkit…
|
F 25 4⁄3 | ||||||||
| 23159 |
AI-native link intelligence — shorten, track, and manage links from any AI agent
|
F 25 4⁄3 | ||||||||
| 23160 |
MCP server to interact with the Discogs API
|
F 25 4⁄4 | ||||||||
| 23161 |
Unreal Engine MCP Server: Control UE5 with Claude & AI Agents. Supports Python …
|
F 25 4⁄3 | ||||||||
| 23162 |
A powerful image generation tool using Google's Imagen 3.0 API through MCP. Gen…
|
F 25 4⁄3 | ||||||||
| 23163 |
Better App Store Connect
|
F 25 4⁄3 | ||||||||
| 23164 |
Markdown viewer for AI-assisted document review. Click any element to copy file…
|
F 25 4⁄3 | ||||||||
| 23165 |
Production-ready AI agent framework — semantic memory, multi-agent mesh, MCP se…
|
F 25 4⁄3 | ||||||||
| 23166 |
Code Intelligence Engine — indexes your codebase and gives AI assistants deep u…
|
F 25 4⁄3 | ||||||||
| 23167 |
Provides access to Outscraper's data extraction services for business intellige…
|
F 25 4⁄4 | ||||||||
| 23168 |
Nocodb database integration, read and write capabilities
|
F 25 4⁄4 | ||||||||
| 23169 |
Enables integration with Tableau to query data, explore workbook content, and r…
|
F 25 4⁄4 | ||||||||
| 23170 |
Enables the analysis of GitHub Pull Requests to extract metadata, commits, and …
|
F 25 4⁄3 | ||||||||
| 23171 |
A template MCP server created with xmcp that provides a structured framework fo…
|
F 25 4⁄3 | ||||||||
| 23172 |
A Model Context Protocol server that enables Claude Code to generate high-quali…
|
F 25 4⁄3 | ||||||||
| 23173 |
Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction …
|
F 25 4⁄4 | ||||||||
| 23174 |
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
|
F 25 4⁄4 | ||||||||
| 23175 |
MCP server for Mikrotik
|
F 25 4⁄3 | ||||||||
| 23176 |
An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 …
|
F 25 4⁄4 | ||||||||
| 23177 |
The only MCP server you need: let your LLM generate and safely execute JavaScri…
|
F 25 4⁄3 | ||||||||
| 23178 |
Official UProc Model Context Protocol server that enables AI assistants to refe…
|
F 25 4⁄4 | ||||||||
| 23179 |
A portable, Dockerized Python tool that implements Model Context Protocol for a…
|
F 25 4⁄3 | ||||||||
| 23180 |
A Python-based MCP server and React dashboard designed for system monitoring an…
|
F 25 4⁄4 | ||||||||
| 23181 |
An MCP server that connects to the Teamwork API, providing a simplified interfa…
|
F 25 4⁄4 | ||||||||
| 23182 |
Control Fusion 360 with any AI through Model Context Protocol (MCP)
|
F 25 4⁄3 | ||||||||
| 23183 |
A Model Context Protocol (MCP) server that connects GraphDB's SPARQL endpoints …
|
F 25 4⁄4 | ||||||||
| 23184 |
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releas…
|
F 25 4⁄4 | ||||||||
| 23185 |
An MCP server that enables AI agents to autonomously manage ORE mining on the S…
|
F 25 4⁄4 | ||||||||
| 23186 |
This is an MCP server that can be used with Netlify
|
F 25 4⁄4 | ||||||||
| 23187 |
A WhatsApp bot that can participate in group conversations, powered by AI. The …
|
F 25 4⁄3 | ||||||||
| 23188 |
An MCP server that provides comprehensive access to the Slack Web API, enabling…
|
F 25 4⁄3 | ||||||||
| 23189 |
MCP para integração com o gestor financeiro Organizze. Crie transações, consult…
|
F 25 4⁄3 | ||||||||
| 23190 |
A Model Context Protocol server that enables LLMs to create, modify, and manipu…
|
F 25 4⁄4 | ||||||||
| 23191 |
Enables AI assistants to interact with Feishu/Lark platform APIs for automation…
|
F 25 4⁄4 | ||||||||
| 23192 |
An MCP server that connects Claude for Desktop with blockchain functionality, a…
|
F 25 4⁄3 | ||||||||
| 23193 |
An experimental multimodal AI data infrastructure that allows users to manage t…
|
F 25 4⁄3 | ||||||||
| 23194 |
[DEPRECATED] Superseded by systempromptio/systemprompt-template and systempromp…
|
F 25 4⁄3 | ||||||||
| 23195 |
Enables AI assistants to access and manage Streamline tasks, notes, tags, and w…
|
F 25 4⁄4 | ||||||||
| 23196 |
A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
|
F 25 4⁄3 | ||||||||
| 23197 |
Provides standardized access to HubSpot's CRM API for managing contacts, compan…
|
F 25 4⁄4 | ||||||||
| 23198 |
Provides comprehensive access to Chinese bidding and tendering data, enabling u…
|
F 25 4⁄4 | ||||||||
| 23199 |
Enables AI models to perform comprehensive Git repository management including …
|
F 25 4⁄4 | ||||||||
| 23200 |
MCP server for Testkube - Manage test workflows, executions, and artifacts via …
|
F 25 4⁄3 | ||||||||