MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3551 |
Enables interaction with Jenkins to manage jobs, trigger builds with parameters…
|
B 76 5⁄5 | ||||||||
| 3552 |
Enables access to Hong Kong government's official open data portal (DATA.GOV.HK…
|
B 76 5⁄5 | ||||||||
| 3553 |
An MCP server that connects LLMs to CERN GitLab to discover and analyze High En…
|
B 76 5⁄5 | ||||||||
| 3554 |
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted …
|
B 76 5⁄5 | ||||||||
| 3555 |
Enables AI assistants to interact with Google's Jules coding agent API for auto…
|
B 76 5⁄5 | ||||||||
| 3556 |
Enables AI assistants to interact with SQLite databases by executing read and w…
|
B 76 5⁄4 | ||||||||
| 3557 |
|
B 76 5⁄4 | ||||||||
| 3558 |
Provides access to Harmonic.ai's API for searching and retrieving detailed info…
|
B 76 5⁄5 | ||||||||
| 3559 |
Node.js server implementing Model Context Protocol that enables seamless intera…
|
B 76 5⁄4 | ||||||||
| 3560 |
An AI-powered companion that provides access to the RideWithGPS API, allowing y…
|
B 76 5⁄5 | ||||||||
| 3561 |
Enables AI agents to securely read and extract information from PDF files inclu…
|
B 76 5⁄5 | ||||||||
| 3562 |
Multi-agent observability: cascade failure detection, heartbeats, and forensic …
|
B 76 5⁄4 | ||||||||
| 3563 |
MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
|
B 76 5⁄4 | ||||||||
| 3564 |
Model Context Protocol (MCP) Server for Jupyter.
|
B 76 5⁄4 | ||||||||
| 3565 |
Facilitates browser automation with custom capabilities and agent-based interac…
|
B 76 5⁄5 | ||||||||
| 3566 |
Enables AI assistants to access Ramp's developer documentation and API schemas …
|
B 76 5⁄4 | ||||||||
| 3567 |
WAIaaS
Claim
Self-hosted wallet-as-a-service for AI agents. 60 tools for multi-chain crypto:…
|
B 76 5⁄4 | ||||||||
| 3568 |
Official Model Context Protocol server for Gyazo
|
B 76 5⁄5 | ||||||||
| 3569 |
Allows Claude Code to offload AI coding tasks to Aider, reducing costs and enab…
|
B 76 5⁄4 | ||||||||
| 3570 |
A simple MCP server built using FastMCP, TypeScript, ESLint, and Prettier.
|
B 76 5⁄5 | ||||||||
| 3571 |
Claude Usage MCP Server
Claim
Fetches and tracks Claude.ai usage data including session and weekly limits wit…
|
B 76 5⁄4 | ||||||||
| 3572 |
🎬 The FIRST MCP server for Kling AI video generation! Generate stunning AI vide…
|
B 76 5⁄5 | ||||||||
| 3573 |
Enables users to manage Kaspa wallets, check balances, and send KAS tokens dire…
|
B 76 5⁄4 | ||||||||
| 3574 |
Provides read-only access to Canvas LMS for students to retrieve courses, assig…
|
B 76 5⁄5 | ||||||||
| 3575 |
A MCP server for accessing Zoom recordings and transcripts without requiring di…
|
B 76 5⁄5 | ||||||||
| 3576 |
Provides instant, offline access to complete Shopify Liquid documentation (198 …
|
B 76 5⁄5 | ||||||||
| 3577 |
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
|
B 76 5⁄5 | ||||||||
| 3578 |
Enables AI assistants to maintain persistent project context across sessions by…
|
B 76 5⁄5 | ||||||||
| 3579 |
prometheus_mcp_server
Claim
A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and inte…
|
B 76 5⁄4 | ||||||||
| 3580 |
Persistent institutional memory for AI coding agents. Memory that compounds.
|
B 76 5⁄4 | ||||||||
| 3581 |
AEM MCP server. Chat with your AEM instance for content, component, and asset o…
|
B 76 5⁄4 | ||||||||
| 3582 |
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
|
B 76 5⁄5 | ||||||||
| 3583 |
Firefox browser automation via WebDriver BiDi for testing, scraping, and browse…
|
B 76 5⁄4 | ||||||||
| 3584 |
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
|
B 76 5⁄5 | ||||||||
| 3585 |
A Model Context Protocol server that allows users to store, retrieve, update, a…
|
B 76 5⁄5 | ||||||||
| 3586 |
Enables secure MySQL database operations through natural language with built-in…
|
B 76 5⁄5 | ||||||||
| 3587 |
MCP server providing access to 135+ animated React components from ReactBits.de…
|
B 76 5⁄5 | ||||||||
| 3588 |
Supabase MCP Server
Claim
Connects AI assistants to Supabase projects to manage databases, execute SQL qu…
|
B 76 5⁄5 | ||||||||
| 3589 |
A MCP server that integrates with Stable Diffusion WebUI to provide text-to-ima…
|
B 76 5⁄5 | ||||||||
| 3590 |
Spec-driven development tool for AI coding assistants that generates specs, val…
|
B 76 5⁄4 | ||||||||
| 3591 |
Cortex MCP provides AI agents with long-term portfolio memory by transforming p…
|
B 76 5⁄5 | ||||||||
| 3592 |
MCP-openproject
Claim
MCP-openproject
|
B 76 6⁄6 | ||||||||
| 3593 |
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
|
B 76 5⁄4 | ||||||||
| 3594 |
A lightweight, file-based server for managing and serving personal prompt templ…
|
B 76 5⁄4 | ||||||||
| 3595 |
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
|
B 76 5⁄4 | ||||||||
| 3596 |
Enables AI agents to save, search, and manage markdown-based research articles …
|
B 76 5⁄5 | ||||||||
| 3597 |
Exposes a Node.js REST API for user and product management through MCP tools, a…
|
B 76 5⁄5 | ||||||||
| 3598 |
MCP server for full transaction and token history on EVM and UTXO addresses via…
|
B 76 6⁄4 | ||||||||
| 3599 |
Enables AI assistants to interact with Microsoft Fabric and Power BI services t…
|
B 76 5⁄5 | ||||||||
| 3600 |
An MCP server and VS Code extension that enables AI clients to interactively de…
|
B 76 5⁄4 | ||||||||