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 | ||||||||||
| 351 |
Kokkai Minutes MCP Agent
Claim
Provides a structured interface to the Japanese National Diet Library's parliam…
|
B 83 6⁄6 | ||||||||
| 352 |
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
|
B 83 5⁄4 | ||||||||
| 353 |
AionMCP
Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
|
B 83 5⁄4 | ||||||||
| 354 |
Enables AI assistants to interact with and manage Kubernetes clusters, supporti…
|
B 83 5⁄4 | ||||||||
| 355 |
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and …
|
B 83 5⁄5 | ||||||||
| 356 |
mie
Claim
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
|
B 83 5⁄4 | ||||||||
| 357 |
Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentati…
|
B 83 6⁄6 | ||||||||
| 358 |
Exposes GDAL/Rasterio operations to AI agents with a reflection middleware that…
|
B 83 5⁄5 | ||||||||
| 359 |
Enables secure database operations on SQL Server instances through a three-tier…
|
B 83 5⁄5 | ||||||||
| 360 |
AI agents can order DoorDash food delivery: search restaurants, browse menus, a…
|
B 83 5⁄5 | ||||||||
| 361 |
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlSer…
|
B 83 5⁄4 | ||||||||
| 362 |
An MCP server that lets coding agents build and query a persistent knowledge gr…
|
B 83 5⁄4 | ||||||||
| 363 |
Nepal legislation via MCP -- full-text search across statutes and provisions
|
B 83 6⁄4 | ||||||||
| 364 |
|
B 83 5⁄4 | ||||||||
| 365 |
Connects MCP to major 3D printer APIs (Orca, FULU's Orca/Bambu, OctoPrint, Klip…
|
B 83 5⁄4 | ||||||||
| 366 |
casibase
Claim
⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-co…
|
B 83 5⁄5 | ||||||||
| 367 |
Powerful tools for automating Apple Notes using Model Context Protocol (MCP). F…
|
B 83 5⁄5 | ||||||||
| 368 |
All-in-one homelab management MCP server. Monitor system resources, manage Dock…
|
B 83 5⁄5 | ||||||||
| 369 |
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, …
|
B 83 5⁄5 | ||||||||
| 370 |
Provides tools to access AWS documentation, search for content, and get recomme…
|
B 83 5⁄5 | ||||||||
| 371 |
Enables integration with CMP (Connectivity Management Platform) API to query an…
|
B 83 6⁄6 | ||||||||
| 372 |
|
B 83 5⁄5 | ||||||||
| 373 |
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
|
B 83 5⁄5 | ||||||||
| 374 |
A SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.
|
B 83 5⁄4 | ||||||||
| 375 |
Enables monitoring of domain registration information via WHOIS lookup and SSL …
|
B 83 6⁄6 | ||||||||
| 376 |
Enables Claude Desktop and GitHub Copilot to interact with native macOS applica…
|
B 83 5⁄5 | ||||||||
| 377 |
bonnard
Claim
Open-source agentic schema for reliable data outputs. Query data through MCP an…
|
B 83 5⁄4 | ||||||||
| 378 |
Extracts decision intent from git history and protects intentional code from AI…
|
B 83 4⁄4 | ||||||||
| 379 |
Connect AI agents to Autodesk 3ds Max through the Model Context Protocol, enabl…
|
B 83 5⁄5 | ||||||||
| 380 |
Enable advanced scientific reasoning by leveraging graph structures and dynamic…
|
B 83 5⁄4 | ||||||||
| 381 |
MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to…
|
B 83 5⁄4 | ||||||||
| 382 |
Luxembourg legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 383 |
AI-orchestrated calendars, contacts & tasks across any DAV platform. 26 tools, …
|
B 83 5⁄4 | ||||||||
| 384 |
20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipeli…
|
B 83 5⁄5 | ||||||||
| 385 |
MCP server for YNAB (You Need A Budget) — budgets, accounts, transactions, cate…
|
B 83 5⁄4 | ||||||||
| 386 |
Guardian Engine
Claim
Deterministic recipe verification engine — validates AI-generated recipes again…
|
B 83 6⁄6 | ||||||||
| 387 |
An MCP server for managing Cloudron instances that enables monitoring and contr…
|
B 83 5⁄5 | ||||||||
| 388 |
Avalanche AVAX MCP
Claim
Search and retrieve Avalanche blockchain documentation for building on AVAX.
|
B 83 6⁄6 | ||||||||
| 389 |
Google Ad Manager API integration for managing campaigns, orders, line items, c…
|
B 83 5⁄5 | ||||||||
| 390 |
A Model Context Protocol (MCP) server for Prometheus monitoring
|
B 83 5⁄4 | ||||||||
| 391 |
Interactive Brokers MCP Server
|
B 83 5⁄5 | ||||||||
| 392 |
Query Slovenian statutes, court decisions, EU cross-references, and parliamenta…
|
B 83 5⁄4 | ||||||||
| 393 |
LLM Driven Trading Platform Orchestration - Strategy Design, Research & Impleme…
|
B 83 5⁄5 | ||||||||
| 394 |
A type-safe solution to remote MCP communication, enabling effortless integrati…
|
B 83 5⁄4 | ||||||||
| 395 |
A version management server for MCP skills that enables automated update detect…
|
B 83 5⁄4 | ||||||||
| 396 |
unulu
Claim
AI agent website builder. Create and publish link-in-bio sites via MCP or REST …
|
B 83 6⁄6 | ||||||||
| 397 |
contextmcp
Claim
Self-hosted MCP server that indexes documentation from various sources and serv…
|
B 83 5⁄5 | ||||||||
| 398 |
Provides unified interface for Qlik Sense Enterprise APIs through Model Context…
|
B 83 5⁄5 | ||||||||
| 399 |
MCP Apps Template Server
Claim
A starter template for building MCP apps with React widgets, featuring tool exe…
|
B 83 5⁄4 | ||||||||
| 400 |
An MCP server that provides a persistent memory layer for AI agents by wrapping…
|
B 83 5⁄5 | ||||||||