MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9801 |
Enables AI agents to interact with the Hooktheory API for chord progression gen…
|
C 66 5⁄5 | ||||||||
| 9802 |
A Node.js package and GitHub Action for evaluating MCP (Model Context Protocol)…
|
C 66 6⁄4 | ||||||||
| 9803 |
Enables users to perform Redis database operations using the Model Context Prot…
|
C 66 5⁄5 | ||||||||
| 9804 |
Convert and compare dates and times across any timezone with flexible, locale-a…
|
C 66 6⁄6 | ||||||||
| 9805 |
Provides intelligent introspection and exploration of any GraphQL API schema wi…
|
C 66 5⁄5 | ||||||||
| 9806 |
bbkt
Claim
Bitbucket Cloud CLI and MCP server. Manages workspaces, repos, PRs, pipelines, …
|
C 66 5⁄5 | ||||||||
| 9807 |
Enables interaction with multiple Shopify stores simultaneously through the Sto…
|
C 66 5⁄5 | ||||||||
| 9808 |
A Model Context Protocol server for Marketing Connect AI integrations that prov…
|
C 66 5⁄5 | ||||||||
| 9809 |
An MCP server that bridges local Ollama models and ChromaDB vector memory to MC…
|
C 66 5⁄4 | ||||||||
| 9810 |
An experimental MCP server that makes YouTube playlist transcripts available fo…
|
C 66 5⁄4 | ||||||||
| 9811 |
A bridge between AI assistants and ArXiv's research repository that enables sea…
|
C 66 5⁄5 | ||||||||
| 9812 |
A Model Context Protocol server that uses Osmosis-Apply-1.7B to intelligently a…
|
C 66 5⁄5 | ||||||||
| 9813 |
An MCP server designed for managing files and folders specifically on the Windo…
|
C 66 5⁄4 | ||||||||
| 9814 |
Provides AI models with real-time data about New England's power grid through a…
|
C 66 5⁄5 | ||||||||
| 9815 |
An MCP server that allows AI models to securely access and manage WeChat Cloud-…
|
C 66 5⁄5 | ||||||||
| 9816 |
A Model Context Protocol server that enables Claude to execute Python code usin…
|
C 66 5⁄5 | ||||||||
| 9817 |
A Model Context Protocol server enabling AI assistants to generate images throu…
|
C 66 5⁄5 | ||||||||
| 9818 |
deBridge MCP Server
Claim
Enables cross-chain cryptocurrency swap quotes and operations using the deBridg…
|
C 66 5⁄5 | ||||||||
| 9819 |
A Model Context Protocol server that provides AI assistants with persistent sem…
|
C 66 5⁄5 | ||||||||
| 9820 |
BnF API Server
Claim
A Model-Client-Protocol server that enables users to search the Gallica digital…
|
C 66 5⁄5 | ||||||||
| 9821 |
A read-only Model Context Protocol server that enables LLMs to query Cisco Fire…
|
C 66 5⁄5 | ||||||||
| 9822 |
This MCP server connects clients with Shopify store data, enabling retrieval of…
|
C 66 5⁄5 | ||||||||
| 9823 |
A MCP server that aggregates hot trends and rankings from various Chinese websi…
|
C 66 5⁄5 | ||||||||
| 9824 |
A server that retrieves NFT-related data on the Monad testnet, allowing users t…
|
C 66 5⁄4 | ||||||||
| 9825 |
Provides real-time weather updates and city geocoding by integrating the Nomina…
|
C 66 5⁄5 | ||||||||
| 9826 |
Pacuare MCP Server
Claim
Enables executing SQL queries against the Pacuare database with secure API toke…
|
C 66 5⁄5 | ||||||||
| 9827 |
Enables image processing and analysis using Google's Gemini 2.5 Flash model. Su…
|
C 66 5⁄5 | ||||||||
| 9828 |
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
|
C 66 5⁄5 | ||||||||
| 9829 |
MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX …
|
C 66 5⁄5 | ||||||||
| 9830 |
Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly…
|
C 66 6⁄6 | ||||||||
| 9831 |
An MCP server that provides real-time information about the Zaragoza tram syste…
|
C 66 5⁄5 | ||||||||
| 9832 |
A Model Context Protocol server that enables AI assistants like Claude to direc…
|
C 66 5⁄5 | ||||||||
| 9833 |
productplan-mcp-server
Claim
Query ProductPlan roadmaps. Access OKRs, ideas, launches, and timeline data.
|
C 66 6⁄4 | ||||||||
| 9834 |
MCP server providing accessibility criteria from MagentaA11y
|
C 66 6⁄4 | ||||||||
| 9835 |
Enables AI agents to interact with the Strava API to retrieve athlete statistic…
|
C 66 5⁄5 | ||||||||
| 9836 |
An MCP server that enables users to retrieve information from AWS Knowledge Bas…
|
C 66 5⁄5 | ||||||||
| 9837 |
Enables AI assistants to manage MinIO object storage through comprehensive buck…
|
C 66 5⁄5 | ||||||||
| 9838 |
BlueMouse is the "Prefrontal Cortex" for LLMs. It uses a 180k+ failure pattern …
|
C 66 5⁄5 | ||||||||
| 9839 |
Enables AI assistants to execute AWS CLI commands and access AWS documentation,…
|
C 66 5⁄5 | ||||||||
| 9840 |
A Model Context Protocol server that enables Claude to search and access detail…
|
C 66 5⁄5 | ||||||||
| 9841 |
An MCP server that allows AI tools like Claude Desktop, Claude Code, and Cursor…
|
C 66 5⁄4 | ||||||||
| 9842 |
A minimal Express-based MCP server that exposes a weather tool through HTTP end…
|
C 66 5⁄5 | ||||||||
| 9843 |
Enables creating, analyzing, and managing PowerPoint presentations using pure N…
|
C 66 5⁄5 | ||||||||
| 9844 |
A Model Context Protocol server that enables AI tools to automatically publish …
|
C 66 5⁄4 | ||||||||
| 9845 |
A remote MCP server for Cloudflare Workers featuring built-in GitHub OAuth for …
|
C 66 5⁄5 | ||||||||
| 9846 |
Provides real-time NOAA space weather data (solar flares, Kp index, solar wind)…
|
C 66 5⁄5 | ||||||||
| 9847 |
An MCP server for Microsoft SQL Server that enables executing read-only queries…
|
C 66 5⁄5 | ||||||||
| 9848 |
Screenshots, PDFs, OG images, page inspection, and narrated video recording for…
|
C 66 6⁄4 | ||||||||
| 9849 |
Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics
|
C 66 5⁄4 | ||||||||
| 9850 |
Enables interaction with Odoo ERP systems through XML-RPC, providing access to …
|
C 66 5⁄5 | ||||||||