MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22451 |
A template MCP server created with xmcp that provides a structured framework fo…
|
F 25 4⁄3 | ||||||||
| 22452 |
Enables AI-powered building, optimization, debugging, and management of n8n wor…
|
F 25 4⁄4 | ||||||||
| 22453 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
F 25 4⁄4 | ||||||||
| 22454 |
Miro MCP server, exposing all functionalities available in official Miro SDK
|
F 25 4⁄4 | ||||||||
| 22455 |
Enables management of GitHub projects and issues using GitHub's GraphQL API. Su…
|
F 25 4⁄4 | ||||||||
| 22456 |
Enables Claude and other MCP-compatible clients to access Scorecard's evaluatio…
|
F 25 4⁄4 | ||||||||
| 22457 |
Offline Ed25519 verification of signed receipts, bundles, and trust artifacts.
|
F 25 4⁄3 | ||||||||
| 22458 |
Provides TypeScript and JavaScript code refactoring operations using ts-morph, …
|
F 25 4⁄3 | ||||||||
| 22459 |
A powerful image generation tool using Google's Imagen 3.0 API through MCP. Gen…
|
F 25 4⁄3 | ||||||||
| 22460 |
gitlab mcp
|
F 25 4⁄4 | ||||||||
| 22461 |
JVM dependency intelligence for AI assistants via Maven Central
|
F 25 4⁄3 | ||||||||
| 22462 |
A smart documentation server that provides AI-assisted code improvement and doc…
|
F 25 4⁄3 | ||||||||
| 22463 |
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tool…
|
F 25 4⁄3 | ||||||||
| 22464 |
A Multi-modal MCP client for voice powered agentic workflows
|
F 25 4⁄3 | ||||||||
| 22465 |
MCP para integração com o gestor financeiro Organizze. Crie transações, consult…
|
F 25 4⁄3 | ||||||||
| 22466 |
Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-ba…
|
F 25 4⁄3 | ||||||||
| 22467 |
MCP server for Testkube - Manage test workflows, executions, and artifacts via …
|
F 25 4⁄3 | ||||||||
| 22468 |
Enables natural language control of SideFX Houdini for tasks including node man…
|
F 25 4⁄3 | ||||||||
| 22469 |
Enables AI assistants to interact with the PEX Card External API to manage busi…
|
F 25 4⁄4 | ||||||||
| 22470 |
Enables comprehensive interaction with IMAP email accounts through 38 tools for…
|
F 25 4⁄4 | ||||||||
| 22471 |
An MCP (Multi-Agent Conversation Protocol) Server that provides a standardized …
|
F 25 4⁄4 | ||||||||
| 22472 |
A Modular Command-line Program for fetching and filtering NFL transaction data,…
|
F 25 4⁄3 | ||||||||
| 22473 |
A Model Context Protocol implementation for the HubSpot API that provides a sta…
|
F 25 4⁄4 | ||||||||
| 22474 |
HttpRunner 是一款开源的 API/UI 测试框架，简单易用，功能强大，具有丰富的插件化机制和高度的可扩展能力。
|
F 25 4⁄3 | ||||||||
| ◔ Limited Scores | ||||||||||
| 22475 |
MCP server for IT hardware parts research: normalize PNs, search listings, get …
|
A 93 3⁄5 | ||||||||
| 22476 |
ATProto Data Layer
Claim
Search ATProto writing, annotations, identity, agents, and forum posts. 12 read…
|
A 92 3⁄5 | ||||||||
| 22477 |
ComOS Federation Gateway
Claim
Multi-tenant MCP gateway for AI commerce. One connection, every store.
|
A 92 3⁄5 | ||||||||
| 22478 |
MCP server for static security analysis of Android source code
|
A 92 3⁄5 | ||||||||
| 22479 |
HIPAA Agent
Claim
HIPAA compliance AI agent — scan, grade, SRA, and generate compliance docs.
|
A 91 3⁄5 | ||||||||
| 22480 |
Recursive Support Oracle
Claim
AI support agent platform for small businesses. Query pricing, features, and ex…
|
A 91 3⁄5 | ||||||||
| 22481 |
Agentic identity trust: precision decisioning, cryptographic release tokens, ha…
|
A 91 3⁄5 | ||||||||
| 22482 |
server
Claim
Search and discover local businesses. 30+ categories with verified contact info…
|
A 91 3⁄5 | ||||||||
| 22483 |
postcopilot-mcp
Claim
Threads tools for AI — generate viral posts, download videos, export profiles
|
A 91 3⁄5 | ||||||||
| 22484 |
quicksign
Claim
E-signatures for contracts and NDAs. Draft with AI, review, and send for signat…
|
A 91 3⁄5 | ||||||||
| 22485 |
docs-mcp
Claim
Provides Vaadin Documentation and help with development tasks
|
A 90 3⁄5 | ||||||||
| 22486 |
MCP server for Mermaid diagram validation and rendering
|
A 90 3⁄5 | ||||||||
| 22487 |
Protect and verify digital content with cryptographic signing and proof of owne…
|
A 90 3⁄5 | ||||||||
| 22488 |
Generate word clouds from text with custom fonts, colors, backgrounds, gradient…
|
A 90 3⁄5 | ||||||||
| 22489 |
Brandomica Lab
Claim
Brand name verification across domains, social handles, trademarks, app stores,…
|
A 90 3⁄5 | ||||||||
| 22490 |
delx-mcp-a2a
Claim
Delx operational recovery protocol for AI agents via MCP.
|
A 90 3⁄5 | ||||||||
| 22491 |
Forage Shopping
Claim
AI shopping comparison — search 50M+ products, compare prices, find deals
|
A 90 3⁄5 | ||||||||
| 22492 |
SpecProof
Claim
SpecProof: Search standards specs with MCP-ready precision.
|
A 89 3⁄5 | ||||||||
| 22493 |
FDA Data MCP
Claim
Clean FDA regulatory data: company resolution, facilities, recalls, inspections…
|
A 89 3⁄5 | ||||||||
| 22494 |
Resonance Reward Agent
Claim
Find shopping deals, earn cashback, and redeem rewards across retail, dining, a…
|
A 89 3⁄5 | ||||||||
| 22495 |
mcp-server
Claim
Semantic hotel search with real-time availability and price comparison for Kism…
|
A 89 3⁄5 | ||||||||
| 22496 |
Motion capture, rehab biomechanics, and threat intel datasets. USDC payments. M…
|
A 89 3⁄5 | ||||||||
| 22497 |
PO6 Mailbox
Claim
Give AI agents secure access to your email via private aliases with dedicated m…
|
A 89 3⁄5 | ||||||||
| 22498 |
docfork-mcp
Claim
Up-to-date documentation to 10,000+ libraries for AI agents.
|
A 89 3⁄5 | ||||||||
| 22499 |
Discover and hire AI agents with micropayments. Search, check reputation, get p…
|
A 88 3⁄5 | ||||||||
| 22500 |
AgentLore
Claim
AI-verified knowledge base with trust scoring, temporal facts, and skill cards.
|
A 88 3⁄5 | ||||||||