MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 1 hour, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16301 |
Command line interface with secure execution and customizable security policies
|
F 25 5⁄4 | ||||||||
| 16302 |
Provides secure integration between MCP clients and IBM Data Intelligence servi…
|
F 25 5⁄5 | ||||||||
| 16303 |
A lightweight Python-based server that enables users to manage and retrieve the…
|
F 25 5⁄5 | ||||||||
| 16304 |
Real-time anti-cheat analysis system that monitors Discord servers for cheating…
|
F 25 5⁄5 | ||||||||
| 16305 |
Enables bidirectional control and monitoring of pfSense firewalls through Claud…
|
F 25 5⁄5 | ||||||||
| 16306 |
A dual-runtime template for building Model Context Protocol servers compatible …
|
F 25 5⁄5 | ||||||||
| 16307 |
Universal Language briefings, FusionGirl context JSONs, service catalog, agent …
|
F 25 6⁄6 | ||||||||
| 16308 |
Provides a tool to fetch real-time cryptocurrency prices from the Binance API a…
|
F 25 5⁄5 | ||||||||
| 16309 |
A Node.js and TypeScript server that enables searching for job listings and acc…
|
F 25 5⁄4 | ||||||||
| 16310 |
MCP server for the Recite API, enabling receipt scanning, transaction managemen…
|
F 25 5⁄5 | ||||||||
| 16311 |
Enables AI assistants to search for pet sitters, manage bookings, and handle pe…
|
F 25 5⁄4 | ||||||||
| 16312 |
Query your product docs from AI tools. Source-cited answers from your indexed d…
|
F 25 5⁄5 | ||||||||
| 16313 |
Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git…
|
F 25 6⁄6 | ||||||||
| 16314 |
Enables AI assistants to generate images using Cloudflare Workers AI models dir…
|
F 25 5⁄5 | ||||||||
| 16315 |
An encrypted and secure random number generation server that complies with the …
|
F 25 6⁄6 | ||||||||
| 16316 |
A simple MCP server that recalls and saves memories from and to Apple Notes.
|
F 25 5⁄4 | ||||||||
| 16317 |
An MCP server that wraps the TimePRO API, enabling AI assistants to automatical…
|
F 25 5⁄5 | ||||||||
| 16318 |
Enables browser automation using Python scripts, offering operations like takin…
|
F 25 5⁄5 | ||||||||
| 16319 |
Aggregates multiple MCP servers into one unified server.
|
F 25 5⁄5 | ||||||||
| 16320 |
Provides LLMs with access to the DoiT API for managing cloud resources, analyzi…
|
F 25 5⁄5 | ||||||||
| 16321 |
A template for deploying custom MCP servers on Cloudflare Workers without authe…
|
F 25 5⁄5 | ||||||||
| 16322 |
Create high-quality images and videos fast from text or reference images. Perso…
|
F 25 6⁄6 | ||||||||
| 16323 |
A server that enables uploading files to Qiniu Cloud Storage through a standard…
|
F 25 5⁄5 | ||||||||
| 16324 |
Enables Claude Desktop to interactively capture and analyze Zoho CRM timeline s…
|
F 25 5⁄4 | ||||||||
| 16325 |
Automates the generation of professional worklogs by analyzing git commits with…
|
F 25 5⁄5 | ||||||||
| 16326 |
Twelve Data MCP: real-time & historical market data (stocks, crypto, forex, etc…
|
F 25 6⁄6 | ||||||||
| 16327 |
Provides advanced code structure and semantic analysis through Abstract Syntax …
|
F 25 5⁄4 | ||||||||
| 16328 |
Enables AI agents to search restaurants, browse menus, and manage DoorDash cart…
|
F 25 5⁄4 | ||||||||
| 16329 |
A Model Context Protocol server that allows AI assistants to connect to and man…
|
F 25 5⁄5 | ||||||||
| 16330 |
A TypeScript-based middleware that translates Claude AI's decisions into OBS We…
|
F 25 5⁄4 | ||||||||
| 16331 |
Enables scraping of LinkedIn, Facebook, Instagram profiles and Google search vi…
|
F 25 5⁄4 | ||||||||
| 16332 |
Enables email management through IMAP and SMTP protocols, supporting reading, s…
|
F 25 5⁄5 | ||||||||
| 16333 |
A local agent that monitors your system clipboard, automatically uploads copied…
|
F 25 5⁄4 | ||||||||
| 16334 |
A2A Protocol client and developer toolkit.
|
F 25 5⁄4 | ||||||||
| 16335 |
An MCP server that connects to Supabase PostgreSQL databases, exposing table sc…
|
F 25 5⁄5 | ||||||||
| 16336 |
Provides tools for AI assistants to interact with the Dida365 (TickTick) task m…
|
F 25 5⁄5 | ||||||||
| 16337 |
✨ mem0 MCP Server: A memory system using mem0 for AI applications with model co…
|
F 25 5⁄5 | ||||||||
| 16338 |
An MCP server that integrates FindMine's product styling and outfit recommendat…
|
F 25 5⁄5 | ||||||||
| 16339 |
Generate and visualize unified diff comparisons with beautiful HTML/PNG output,…
|
F 25 5⁄4 | ||||||||
| 16340 |
Official GitHub server for integration with repository management, PRs, issues,…
|
F 25 6⁄6 | ||||||||
| 16341 |
Semantic code intelligence — call graphs, dependencies, impact analysis, and te…
|
F 25 5⁄4 | ||||||||
| 16342 |
A powerful MCP server that enables AI assistants to interact with Microsoft Gra…
|
F 25 5⁄5 | ||||||||
| 16343 |
|
F 25 5⁄4 | ||||||||
| 16344 |
An MCP server for Apify's open-source RAG Web Browser Actor to perform web sear…
|
F 25 5⁄5 | ||||||||
| 16345 |
Integrate Hugeicons seamlessly into your applications. Discover icons, access p…
|
F 25 5⁄5 | ||||||||
| 16346 |
Scores your prompts against your real codebase — context-aware prompt intellige…
|
F 25 5⁄4 | ||||||||
| 16347 |
Enables Claude AI to send real-time notifications to Slack channels with suppor…
|
F 25 5⁄5 | ||||||||
| 16348 |
Local-first persistent project memory for AI coding agents across MCP clients a…
|
F 25 5⁄4 | ||||||||
| 16349 |
A customizable Model Context Protocol server implementation that enables AI mod…
|
F 25 5⁄4 | ||||||||
| 16350 |
A companion MCP server for writing applications on Reddit's developer platform …
|
F 25 5⁄5 | ||||||||