MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 5 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12401 |
Enables interaction with Featurebase API to manage feature requests, feedback p…
|
C 61 6⁄6 | ||||||||
| 12402 |
A lightweight MCP server that provides real-time hardware statistics including …
|
C 61 5⁄4 | ||||||||
| 12403 |
A server application that provides PostGIS database connection using Model Cont…
|
C 61 5⁄5 | ||||||||
| 12404 |
Enables interaction with Hyperbolic's GPU cloud, allowing users to view availab…
|
C 61 6⁄4 | ||||||||
| 12405 |
This is an auto-generated Multi-Agent Conversation Protocol server that enables…
|
C 61 5⁄5 | ||||||||
| 12406 |
A Model Context Protocol server that enables AI assistants to extract transcrip…
|
C 61 5⁄4 | ||||||||
| 12407 |
A server providing access to news articles from various categories including te…
|
C 61 5⁄5 | ||||||||
| 12408 |
An MCP server that enables AI assistants to access and interact with Google Cla…
|
C 61 5⁄5 | ||||||||
| 12409 |
An MCP server that provides weather information and alerts for US locations usi…
|
C 61 5⁄5 | ||||||||
| 12410 |
A demonstration server based on Model Context Protocol (MCP) that showcases how…
|
C 61 5⁄5 | ||||||||
| 12411 |
Databricks MCP Server
Claim
A FastAPI-based server that provides tools for local file management and Databr…
|
C 61 5⁄5 | ||||||||
| 12412 |
Quack MCP Server
Claim
An intelligent continuous integration server that provides automated Python cod…
|
C 61 5⁄5 | ||||||||
| 12413 |
Enables intelligent Kubernetes deployments, automated documentation testing, or…
|
C 61 6⁄6 | ||||||||
| 12414 |
Pyrimid Protocol
Claim
Agent-commerce MCP server for x402/USDC payments and affiliate splits on Base.
|
C 61 5⁄5 | ||||||||
| 12415 |
Integration Strava API с Model Context Protocol SDK
|
C 61 5⁄5 | ||||||||
| 12416 |
An MCP server that provides tools and resources for managing a coding project's…
|
C 61 5⁄4 | ||||||||
| 12417 |
Product mockup rendering API for e-commerce and print-on-demand. Upload Photosh…
|
C 61 5⁄5 | ||||||||
| 12418 |
MCP Server for whois lookups.
|
C 61 5⁄5 | ||||||||
| 12419 |
A template for deploying a remote MCP server on Cloudflare Workers without auth…
|
C 61 5⁄5 | ||||||||
| 12420 |
A server that enables Claude to search and access documentation from popular li…
|
C 61 5⁄5 | ||||||||
| 12421 |
Provides AI assistants with access to real-time DeFi lending rates and yield da…
|
C 61 6⁄6 | ||||||||
| 12422 |
Enables reading and searching API documentation from YApi instances, allowing A…
|
C 61 5⁄5 | ||||||||
| 12423 |
A comprehensive toolkit of 23 developer utilities that enables AI assistants to…
|
C 61 5⁄4 | ||||||||
| 12424 |
Enables personal expense management with SQLite storage, allowing users to add,…
|
C 61 5⁄4 | ||||||||
| 12425 |
An MCP server that tracks Tornado Cash deposits and withdrawals to reveal hidde…
|
C 61 5⁄5 | ||||||||
| 12426 |
Adds symbol-aware semantic search to coding agents like Codex CLI and Claude Co…
|
C 61 6⁄4 | ||||||||
| 12427 |
IVR Flow Linter
Claim
Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, …
|
C 61 6⁄6 | ||||||||
| 12428 |
Enables users to manage API keys and perform Aptos Build actions through MCP-co…
|
C 61 5⁄5 | ||||||||
| 12429 |
A multi-server system that converts PDF documents to Markdown format using Fast…
|
C 61 5⁄5 | ||||||||
| 12430 |
MLflow MCP Server
Claim
A natural language interface for MLflow that allows users to query and manage t…
|
C 61 5⁄5 | ||||||||
| 12431 |
Create keyframe animations from hand-drawn Excalidraw diagrams — timeline edito…
|
C 61 5⁄5 | ||||||||
| 12432 |
test
Claim
test
|
C 61 5⁄4 | ||||||||
| 12433 |
Solid Tumor Associative Modeling in Pathology
|
C 61 6⁄4 | ||||||||
| 12434 |
Enables AI agents and LLMs to control and monitor Redfish-enabled hardware thro…
|
C 61 6⁄6 | ||||||||
| 12435 |
An MCP server that transforms text into knowledge graphs and autonomously gener…
|
C 61 5⁄5 | ||||||||
| 12436 |
Enables audio file analysis using Google's Gemini multimodal models with suppor…
|
C 61 5⁄5 | ||||||||
| 12437 |
Provide access to the LittleSis API to track corporate power and accountability…
|
C 61 6⁄6 | ||||||||
| 12438 |
A tool that allows deployment of a Model Context Protocol server on Cloudflare …
|
C 61 5⁄5 | ||||||||
| 12439 |
Next.js MCP Server
Claim
A sample MCP server implementation for Next.js projects that uses the Vercel MC…
|
C 61 6⁄6 | ||||||||
| 12440 |
A deployable Cloudflare Workers service that implements Model Context Protocol …
|
C 61 5⁄5 | ||||||||
| 12441 |
A Model Context Protocol server that enables AI assistants like Claude to use B…
|
C 61 5⁄4 | ||||||||
| 12442 |
A demonstration server that implements JSON-RPC 2.0 methods for basic arithmeti…
|
C 61 5⁄4 | ||||||||
| 12443 |
A deployable MCP server on Cloudflare Workers that allows you to create and exp…
|
C 61 5⁄5 | ||||||||
| 12444 |
A Model Context Protocol server that provides AI assistants access to Mesh Desi…
|
C 61 5⁄5 | ||||||||
| 12445 |
Enables Claude to search, retrieve, and analyze Lifelogs from Limitless AI thro…
|
C 61 6⁄6 | ||||||||
| 12446 |
Enables AI assistants to browse, search, and manage a Lutris Linux gaming libra…
|
C 61 5⁄4 | ||||||||
| 12447 |
Fetches precipitation forecasts for any location using Buienradar and integrate…
|
C 61 5⁄5 | ||||||||
| 12448 |
A Model Context Protocol server that provides basic tools for arithmetic operat…
|
C 61 5⁄4 | ||||||||
| 12449 |
Enables natural language expense management with SQLite storage, allowing users…
|
C 61 5⁄4 | ||||||||
| 12450 |
An orchestration server that enables AI agents to collaborate across multiple A…
|
C 61 5⁄5 | ||||||||