MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6251 |
A comprehensive MCP server providing tools for AI agents to interact with code,…
|
B 72 5⁄5 | ||||||||
| 6252 |
BrasilAPI MCP Server
Claim
Query a variety of data from Brasil resources seamlessly. Access information on…
|
B 72 5⁄4 | ||||||||
| 6253 |
Agent spending mgmt, budget tracking, ROI. Zero Core Budget.
|
B 72 5⁄4 | ||||||||
| 6254 |
A Model Context Protocol server integration that creates a persistent, searchab…
|
B 72 5⁄5 | ||||||||
| 6255 |
openapi-mcp
Claim
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API wit…
|
B 72 5⁄5 | ||||||||
| 6256 |
Enables comprehensive UI/UX development workflows through integrated tools for …
|
B 72 5⁄5 | ||||||||
| 6257 |
MCP server for persistent memory, execution verification, governance, and compl…
|
B 72 5⁄4 | ||||||||
| 6258 |
An MCP server for the Cortex observable analysis and active response engine. It…
|
B 72 5⁄5 | ||||||||
| 6259 |
The Materials Project MCP Server is server that provides programmatic access to…
|
B 72 5⁄5 | ||||||||
| 6260 |
Provides real-time weather data and forecasts for locations worldwide using the…
|
B 72 5⁄5 | ||||||||
| 6261 |
Enables AI agents to manage Paystack payments, products, customers, and transac…
|
B 72 5⁄4 | ||||||||
| 6262 |
The AgentOps MCP server provides access to observability and tracing data for d…
|
B 72 5⁄5 | ||||||||
| 6263 |
Enables interaction with Google Drive files and Google Sheets through search, r…
|
B 72 5⁄5 | ||||||||
| 6264 |
Unla
Claim
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existin…
|
B 72 5⁄4 | ||||||||
| 6265 |
A Python-based MCP server that enables searching for high-energy physics litera…
|
B 72 5⁄5 | ||||||||
| 6266 |
An MCP server that allows Claude AI to perform filesystem operations including …
|
B 72 5⁄4 | ||||||||
| 6267 |
Local codebase memory, auto-generated wiki, and interactive architecture dashbo…
|
B 72 5⁄4 | ||||||||
| 6268 |
Allows tracking of parcel deliveries across various carriers using the 17track.…
|
B 72 5⁄4 | ||||||||
| 6269 |
Provides seamless access to Malaysia's official government data catalogue, enab…
|
B 72 5⁄4 | ||||||||
| 6270 |
nexus
Claim
Govern & Secure your AI
|
B 72 6⁄4 | ||||||||
| 6271 |
Save contexts and todos across Claude Code sessions, get feedback from ChatGPT,…
|
B 72 5⁄4 | ||||||||
| 6272 |
iconfont-mcp
Claim
Enables searching, downloading, and managing SVG icons from iconfont.cn, China'…
|
B 72 5⁄5 | ||||||||
| 6273 |
Viterbit MCP Server
Claim
Enables interaction with Viterbit recruitment API for managing candidates, jobs…
|
B 72 5⁄5 | ||||||||
| 6274 |
|
B 72 5⁄4 | ||||||||
| 6275 |
Enables control of Spotify through natural language by searching the catalog, m…
|
B 72 5⁄5 | ||||||||
| 6276 |
Connects to Xcode's build system to extract, parse, and display errors and warn…
|
B 72 5⁄4 | ||||||||
| 6277 |
MCP-ArcKnowledge
Claim
With this you can you can easily manage and query your list of knowledge base(w…
|
B 72 5⁄4 | ||||||||
| 6278 |
A MCP server that provides access to GitHub trending repositories and developer…
|
B 72 5⁄5 | ||||||||
| 6279 |
An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)
|
B 72 5⁄5 | ||||||||
| 6280 |
Enables searching and retrieving high-quality stock photos from Pexels with adv…
|
B 72 5⁄5 | ||||||||
| 6281 |
Affinity MCP Server
Claim
Enables AI assistants to control the Affinity creative suite on macOS through n…
|
B 72 5⁄4 | ||||||||
| 6282 |
Natural voice conversations with Claude Code
|
B 72 5⁄5 | ||||||||
| 6283 |
MCP Reasoning Engine
Claim
A production-ready reasoning engine that integrates Claude AI with specialized …
|
B 72 5⁄5 | ||||||||
| 6284 |
An implementation for managing Neo4j graph database operations through the Mode…
|
B 72 5⁄5 | ||||||||
| 6285 |
Enables access to comprehensive U.S. legislative and governmental data from Gov…
|
B 72 5⁄5 | ||||||||
| 6286 |
A Model Context Protocol (MCP) server that provides Google Search functionality…
|
B 72 5⁄5 | ||||||||
| 6287 |
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
|
B 72 5⁄4 | ||||||||
| 6288 |
WoT Blitz MCP Server
Claim
Provides AI assistants with access to authentic World of Tanks Blitz game data …
|
B 72 5⁄4 | ||||||||
| 6289 |
A simple MCP server with an echo tool for testing purposes
|
B 72 5⁄5 | ||||||||
| 6290 |
An unofficial Model Context Protocol server for Zenn that enables fetching arti…
|
B 72 5⁄5 | ||||||||
| 6291 |
An MCP server that dynamically converts any OpenAPI or REST API into MCP tools,…
|
B 72 5⁄5 | ||||||||
| 6292 |
FFmpeg video/audio tools: cut, convert, concat, remove silence, and raw command…
|
B 72 5⁄5 | ||||||||
| 6293 |
Enables AI assistants to search, retrieve, analyze, and export academic papers …
|
B 72 5⁄4 | ||||||||
| 6294 |
Enables Claude to interact with Google Calendar through OAuth authentication, a…
|
B 72 5⁄5 | ||||||||
| 6295 |
Model Context Protocol (MCP) server that lets AI assistants read Overleaf proje…
|
B 72 5⁄5 | ||||||||
| 6296 |
Enables comprehensive Slack workspace automation and management through the Sla…
|
B 72 5⁄5 | ||||||||
| 6297 |
Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.
|
B 72 5⁄4 | ||||||||
| 6298 |
Provides travel planning tools for Cox's Bazar, Bangladesh, including weather f…
|
B 72 5⁄5 | ||||||||
| 6299 |
Provides image generation capabilities using the Flux Schnell model on Replicat…
|
B 72 5⁄5 | ||||||||
| 6300 |
An MCP server for Matter Controller, enabling AI agents to control and interact…
|
B 72 5⁄4 | ||||||||