MCP Server Quality Scores
Independent quality analysis of 64126 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 401 |
Irish legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 402 |
|
B 83 5⁄5 | ||||||||
| 403 |
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, …
|
B 83 5⁄5 | ||||||||
| 404 |
Provides tools to access AWS documentation, search for content, and get recomme…
|
B 83 5⁄5 | ||||||||
| 405 |
AI-orchestrated calendars, contacts & tasks across any DAV platform. 26 tools, …
|
B 83 5⁄4 | ||||||||
| 406 |
bonnard
Claim
Open-source agentic schema for reliable data outputs. Query data through MCP an…
|
B 83 5⁄4 | ||||||||
| 407 |
Enables AI assistants to interact with and manage Kubernetes clusters, supporti…
|
B 83 5⁄4 | ||||||||
| 408 |
Powerful tools for automating Apple Notes using Model Context Protocol (MCP). F…
|
B 83 5⁄5 | ||||||||
| 409 |
Local-first document management and semantic search for AI coding agents
|
B 83 5⁄4 | ||||||||
| 410 |
Provides unified interface for Qlik Sense Enterprise APIs through Model Context…
|
B 83 5⁄5 | ||||||||
| 411 |
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
|
B 83 5⁄5 | ||||||||
| 412 |
A version management server for MCP skills that enables automated update detect…
|
B 83 5⁄4 | ||||||||
| 413 |
All-in-one homelab management MCP server. Monitor system resources, manage Dock…
|
B 83 5⁄5 | ||||||||
| 414 |
MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to…
|
B 83 5⁄4 | ||||||||
| 415 |
Enables Claude Desktop and GitHub Copilot to interact with native macOS applica…
|
B 83 5⁄5 | ||||||||
| 416 |
TypeScript starter template for building Model Context Protocol (MCP) servers, …
|
B 83 5⁄4 | ||||||||
| 417 |
A SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.
|
B 83 5⁄4 | ||||||||
| 418 |
AionMCP
Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
|
B 83 5⁄4 | ||||||||
| 419 |
Enables monitoring of domain registration information via WHOIS lookup and SSL …
|
B 83 6⁄6 | ||||||||
| 420 |
Enables integration with CMP (Connectivity Management Platform) API to query an…
|
B 83 6⁄6 | ||||||||
| 421 |
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Googl…
|
B 83 5⁄5 | ||||||||
| 422 |
agenite
Claim
🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, co…
|
B 83 5⁄4 | ||||||||
| 423 |
Mexican legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 424 |
Luxembourg legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 425 |
Provides pairwise test generation for AI assistants using the PICT algorithm, r…
|
B 83 5⁄4 | ||||||||
| 426 |
Chinese law database — cybersecurity, data protection, commercial law with full…
|
B 83 5⁄4 | ||||||||
| 427 |
Query Slovenian statutes, court decisions, EU cross-references, and parliamenta…
|
B 83 5⁄4 | ||||||||
| 428 |
Guardian Engine
Claim
Deterministic recipe verification engine — validates AI-generated recipes again…
|
B 83 6⁄6 | ||||||||
| 429 |
MCP Apps Template Server
Claim
A starter template for building MCP apps with React widgets, featuring tool exe…
|
B 83 5⁄4 | ||||||||
| 430 |
Kokkai Minutes MCP Agent
Claim
Provides a structured interface to the Japanese National Diet Library's parliam…
|
B 83 6⁄6 | ||||||||
| 431 |
Google Ad Manager API integration for managing campaigns, orders, line items, c…
|
B 83 5⁄5 | ||||||||
| 432 |
MCP server for YNAB (You Need A Budget) — budgets, accounts, transactions, cate…
|
B 83 5⁄4 | ||||||||
| 433 |
Connect AI agents to Autodesk 3ds Max through the Model Context Protocol, enabl…
|
B 83 5⁄5 | ||||||||
| 434 |
Avalanche AVAX MCP
Claim
Search and retrieve Avalanche blockchain documentation for building on AVAX.
|
B 83 6⁄6 | ||||||||
| 435 |
An MCP server for managing Cloudron instances that enables monitoring and contr…
|
B 83 5⁄5 | ||||||||
| 436 |
20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipeli…
|
B 83 5⁄5 | ||||||||
| 437 |
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
|
B 83 5⁄4 | ||||||||
| 438 |
unulu
Claim
AI agent website builder. Create and publish link-in-bio sites via MCP or REST …
|
B 83 6⁄6 | ||||||||
| 439 |
LLM Driven Trading Platform Orchestration - Strategy Design, Research & Impleme…
|
B 83 5⁄5 | ||||||||
| 440 |
Enables management of Terraform infrastructure as code through 25 comprehensive…
|
B 83 5⁄5 | ||||||||
| 441 |
contextmcp
Claim
Self-hosted MCP server that indexes documentation from various sources and serv…
|
B 83 5⁄5 | ||||||||
| 442 |
kelnix-datamind-curator
Claim
AI-Ready Data & Context Engineering API. Connect any data source, query with na…
|
B 83 6⁄6 | ||||||||
| 443 |
A type-safe solution to remote MCP communication, enabling effortless integrati…
|
B 83 5⁄4 | ||||||||
| 444 |
Interactive Brokers MCP Server
|
B 83 5⁄5 | ||||||||
| 445 |
Provides AI assistants with secure, read-only access to ShadowGit repositories …
|
B 83 5⁄4 | ||||||||
| 446 |
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and …
|
B 83 5⁄5 | ||||||||
| 447 |
A Model Context Protocol (MCP) server for Prometheus monitoring
|
B 83 5⁄4 | ||||||||
| 448 |
Enable advanced scientific reasoning by leveraging graph structures and dynamic…
|
B 83 5⁄4 | ||||||||
| 449 |
AI agents can order DoorDash food delivery: search restaurants, browse menus, a…
|
B 83 5⁄5 | ||||||||
| 450 |
casibase
Claim
⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-co…
|
B 83 5⁄5 | ||||||||