MCP Server Quality Scores
Independent quality analysis of 44165 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 451 |
A Model Context Protocol (MCP) server for Prometheus monitoring
|
B 83 5⁄4 | ||||||||
| 452 |
MCP server providing comprehensive Microsoft Teams and Graph API access for AI …
|
B 83 5⁄5 | ||||||||
| 453 |
AionMCP
Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
|
B 83 5⁄4 | ||||||||
| 454 |
Provides seamless access to official Ukrainian government statistics from the S…
|
B 83 5⁄5 | ||||||||
| 455 |
Connect AI tools directly to Airtable. Query, create, update, and delete record…
|
B 83 5⁄5 | ||||||||
| 456 |
AI-orchestrated calendars, contacts & tasks across any DAV platform. 26 tools, …
|
B 83 5⁄4 | ||||||||
| 457 |
Helps developers tackle legacy codebases by giving AI coding assistants context…
|
B 83 5⁄4 | ||||||||
| 458 |
Guardian Engine
Claim
Deterministic recipe verification engine — validates AI-generated recipes again…
|
B 83 6⁄6 | ||||||||
| 459 |
mcp-workflowy
|
B 83 5⁄5 | ||||||||
| 460 |
An adversarial code verification system that uses a Verifier-Critic debate loop…
|
B 83 5⁄5 | ||||||||
| 461 |
Official Next.js MCP server for coding agents. Provides runtime diagnostics, ro…
|
B 83 5⁄5 | ||||||||
| 462 |
All-in-one homelab management MCP server. Monitor system resources, manage Dock…
|
B 83 5⁄5 | ||||||||
| 463 |
Enables AI assistants to semantically search and understand code repositories u…
|
B 83 5⁄5 | ||||||||
| 464 |
AI access to Mapbox docs, API references, style specs, and guides. No token req…
|
B 83 6⁄6 | ||||||||
| 465 |
MCP server that detects project frameworks (25+), starts dev
servers, and creat…
|
B 83 4⁄4 | ||||||||
| 466 |
JSON Schema, TypeScript types, mocks for AI agents
|
B 83 4⁄4 | ||||||||
| 467 |
Provides structured access to the full NIST cybersecurity catalog, including SP…
|
B 83 4⁄4 | ||||||||
| 468 |
Nepal legislation via MCP -- full-text search across statutes and provisions
|
B 83 6⁄4 | ||||||||
| 469 |
Google Ad Manager API integration for managing campaigns, orders, line items, c…
|
B 83 5⁄5 | ||||||||
| 470 |
An MCP server that lets coding agents build and query a persistent knowledge gr…
|
B 83 5⁄4 | ||||||||
| 471 |
flashalpha
Claim
Real-time options analytics: GEX, exposure, greeks, volatility, VRP for US equi…
|
B 83 6⁄6 | ||||||||
| 472 |
Enables AI assistants to search and access Google Cloud Platform documentation …
|
B 83 5⁄5 | ||||||||
| 473 |
Enables quality checking and content management for websites through the Crownp…
|
B 83 5⁄5 | ||||||||
| 474 |
Collective memory for AI agents. One agent solves a bug — every agent gets the …
|
B 83 6⁄6 | ||||||||
| 475 |
Provides unified interface for Qlik Sense Enterprise APIs through Model Context…
|
B 83 5⁄5 | ||||||||
| 476 |
20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipeli…
|
B 83 5⁄5 | ||||||||
| 477 |
Model Context Protocol server that packages GDAL-style geospatial workflows thr…
|
B 83 5⁄5 | ||||||||
| 478 |
Ground Truth
Claim
Live fact-checks for AI agents: endpoints, security headers, pricing, claims, c…
|
B 83 6⁄6 | ||||||||
| 479 |
MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to…
|
B 83 5⁄4 | ||||||||
| 480 |
An MCP server for managing Cloudron instances that enables monitoring and contr…
|
B 83 5⁄5 | ||||||||
| 481 |
Irish legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 482 |
MySQL database integration in NodeJS with configurable access controls and sche…
|
B 83 5⁄5 | ||||||||
| 483 |
Enables interaction with the Bitcoin blockchain through the Maestro API platfor…
|
B 83 6⁄6 | ||||||||
| 484 |
Enables interaction with Google's NotebookLM via the Model Context Protocol to …
|
B 83 5⁄5 | ||||||||
| 485 |
agenite
Claim
🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, co…
|
B 83 5⁄4 | ||||||||
| 486 |
Enables AI assistants to read, send, search, and manage emails in Apple Mail on…
|
B 83 5⁄5 | ||||||||
| 487 |
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
|
B 83 5⁄4 | ||||||||
| 488 |
Read-only access to Quicken For Mac financial data: transactions, spending, and…
|
B 83 5⁄5 | ||||||||
| 489 |
Enables Claude Desktop and GitHub Copilot to interact with native macOS applica…
|
B 83 5⁄5 | ||||||||
| 490 |
Extracts decision intent from git history and protects intentional code from AI…
|
B 83 4⁄4 | ||||||||
| 491 |
Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…
|
B 83 5⁄5 | ||||||||
| 492 |
Storybook MCP
Claim
Enables AI agents to interact with Storybook by exposing UI component informati…
|
B 83 5⁄4 | ||||||||
| 493 |
Query Slovenian statutes, court decisions, EU cross-references, and parliamenta…
|
B 83 5⁄4 | ||||||||
| 494 |
A Fastify plugin that automatically converts API routes into Model Context Prot…
|
B 83 5⁄5 | ||||||||
| 495 |
unulu
Claim
AI agent website builder. Create and publish link-in-bio sites via MCP or REST …
|
B 83 6⁄6 | ||||||||
| 496 |
Get real-time buy/sell trading signals for US and China markets. Query strategy…
|
B 83 6⁄6 | ||||||||
| 497 |
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite …
|
B 83 5⁄5 | ||||||||
| 498 |
A version management server for MCP skills that enables automated update detect…
|
B 83 5⁄4 | ||||||||
| 499 |
Calculator, units, statistics for AI agents
|
B 83 4⁄4 | ||||||||
| 500 |
tiger-cli
Claim
Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP ser…
|
B 83 5⁄4 | ||||||||