MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31751 |
Courtière IA française : taux immobiliers du jour, capacité d emprunt HCSF, rad…
|
F 22 3⁄5 | ||||||||
| 31752 |
Schedule an operations task
|
F 22 3⁄5 | ||||||||
| 31753 |
Discover live agent APIs, ranked endpoints, trust, payment telemetry, and x402 …
|
F 22 3⁄5 | ||||||||
| 31754 |
Commercial auto insurance MCP server for NYC TLC for-hire vehicles. 33 tools, s…
|
F 22 3⁄5 | ||||||||
| 31755 |
Daily data: jobs, VC funding, domain drops, patents, gov contracts, crypto. Bit…
|
F 22 3⁄5 | ||||||||
| 31756 |
Green computing task scheduler routing jobs to low-carbon zones.
|
F 22 3⁄5 | ||||||||
| 31757 |
Automated design token builder producing clean CSS and Sass assets.
|
F 22 3⁄5 | ||||||||
| 31758 |
Reference data API for classification systems, real-time world data, and unit c…
|
F 22 3⁄5 | ||||||||
| 31759 |
Curated multilingual dictionary that names code identifiers from domain concept…
|
F 22 3⁄5 | ||||||||
| 31760 |
AI evaluation and observability platform — query experiments, logs, datasets, a…
|
F 22 3⁄5 | ||||||||
| 31761 |
Automate business cases, articulate customer outcomes & analyze your value-sell…
|
F 22 3⁄5 | ||||||||
| 31762 |
300 contemplative moving art works by César Yagüe. Search, browse, get recommen…
|
F 22 3⁄5 | ||||||||
| 31763 |
Read-only x402-paid trend-intent MCP tools for JSON and CSV signals.
|
F 22 3⁄5 | ||||||||
| 31764 |
Automated .cursorrules and system prompt generator.
|
F 22 3⁄5 | ||||||||
| 31765 |
Biometric data privacy auditor ensuring Zero-Knowledge compliance.
|
F 22 3⁄5 | ||||||||
| 31766 |
Identity infrastructure for the AI economy. Confirms if someone is known; retur…
|
F 22 3⁄5 | ||||||||
| 31767 |
x402 dataset vending for AI agents: list, preview, quote, purchase, needs intak…
|
F 22 3⁄5 | ||||||||
| 31768 |
AI-powered ERD design tool. Create and manage database schemas using DBML with …
|
F 22 3⁄5 | ||||||||
| 31769 |
Connect your AI assistant to Produktly. Read changelogs, feedback responses, an…
|
F 22 3⁄5 | ||||||||
| 31770 |
Bundle multiple URLs into one short link. QR codes, access counters, redirect l…
|
F 22 3⁄5 | ||||||||
| 31771 |
Gives your AI agent your story map and given/when/then acceptance criteria. Rea…
|
F 22 3⁄5 | ||||||||
| 31772 |
SEO analysis server with 128 tools for keyword research, competitors, backlinks…
|
F 22 3⁄5 | ||||||||
| 31773 |
Search GitHub, npm, PyPI, StackOverflow, ArXiv from one MCP — built for coding …
|
F 22 3⁄5 | ||||||||
| 31774 |
C2PA standard visual authenticity scanner and metadata auditor.
|
F 22 3⁄5 | ||||||||
| 31775 |
Viral waitlists with referral tracking, leaderboards, analytics, and built-in t…
|
F 22 3⁄5 | ||||||||
| 31776 |
Digest a support intake marker
|
F 22 3⁄5 | ||||||||
| 31777 |
Official MCP server for Certifier to issue, manage, and track certificates and …
|
F 22 3⁄5 | ||||||||
| 31778 |
NLocq
|
F 22 3⁄5 | ||||||||
| 31779 |
Scan any website for AI readiness — 100-point score across 6 AEO categories in …
|
F 22 3⁄5 | ||||||||
| 31780 |
Documentation for the Spektralwerk spectrometer SCPI API as a streamable HTTP M…
|
F 22 3⁄5 | ||||||||
| 31781 |
Code intelligence for LLMs. Analyze, search, and retrieve code from any public …
|
F 22 3⁄5 | ||||||||
| 31782 |
Free, copyright-safe AI music library for video creators and AI agents.
|
F 22 3⁄5 | ||||||||
| 31783 |
Scientific literature analyzer and clinical search aggregator.
|
F 22 3⁄5 | ||||||||
| 31784 |
Still WiP
|
F 22 3⁄5 | ||||||||
| 31785 |
MCP server providing attendance data queries via the CloudTime API.
|
F 22 3⁄5 | ||||||||
| 31786 |
Business-ops MCP for FreedomOS — finance, OKRs, customer scoring, AI agents, co…
|
F 22 3⁄5 | ||||||||
| 31787 |
OrganiKPI MCP: search and fetch services, posts and tools as clean markdown (re…
|
F 22 3⁄5 | ||||||||
| 31788 |
Travel & commerce intelligence for AI agents: search, book & price-track hotels…
|
F 22 3⁄5 | ||||||||
| 31789 |
Scheduled HTTP requests and shell commands with retries, timeouts, and webhook …
|
F 22 3⁄5 | ||||||||
| 31790 |
UPDATED 9/1/2025! NEW TOOLS! Use the Redis Stream tools with n8n MCP Client Nod…
|
F 22 3⁄5 | ||||||||
| 31791 |
AI-triaged brand, competitor and demand mentions from Reddit, Google News and s…
|
F 22 3⁄5 | ||||||||
| 31792 |
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
|
F 22 3⁄5 | ||||||||
| 31793 |
Official CoinMarketCap MCP server: real-time crypto prices, market cap, ranking…
|
F 22 3⁄5 | ||||||||
| 31794 |
Your hosted Timill instance: query and edit your work-platform data with full p…
|
F 22 3⁄5 | ||||||||
| 31795 |
An agent-first commons: merit crowns each domain's open model; standing is earn…
|
F 22 3⁄5 | ||||||||
| 31796 |
AI agent directory — search and compare 120+ agents across 12 categories.
|
F 22 3⁄5 | ||||||||
| 31797 |
Independent real estate market data for Marbella's 28 sub-areas.
|
F 22 3⁄5 | ||||||||
| 31798 |
Stablecoin Yield Index (SYX) and live USDC vault APYs across Ethereum, Base, Ar…
|
F 22 3⁄5 | ||||||||
| 31799 |
Equip AI with tools for researching economic data from Federal Reserve Economic…
|
F 22 3⁄5 | ||||||||
| 31800 |
Informational Q&A: money owed to consumers (deposits, claims, unclaimed funds).…
|
F 22 3⁄5 | ||||||||