MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32051 |
Country calling codes, ISO codes, E.164 dial codes, regions, trunk prefixes, an…
|
F 22 3⁄5 | ||||||||
| 32052 |
Your unified inbox — everything that reaches you, understood and actionable fro…
|
F 22 3⁄5 | ||||||||
| 32053 |
Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natur…
|
F 22 3⁄5 | ||||||||
| 32054 |
XHS note/product search/detail, PGY 20pts success; failures uncharged, comments…
|
F 22 3⁄5 | ||||||||
| 32055 |
Control your Discord community: send/read messages, manage channels and forums,…
|
F 22 3⁄5 | ||||||||
| 32056 |
An MCP server for docs.continue.dev
|
F 22 3⁄5 | ||||||||
| 32057 |
YouTube video search with transcript extraction as first-class output.
|
F 22 3⁄5 | ||||||||
| 32058 |
LLM token optimization gateway implementing semantic pruning.
|
F 22 3⁄5 | ||||||||
| 32059 |
A sample zoo MCP server
|
F 22 3⁄5 | ||||||||
| 32060 |
Deploy sims to any screen. Control your displays with Claude.
|
F 22 3⁄5 | ||||||||
| 32061 |
Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from to…
|
F 22 3⁄5 | ||||||||
| 32062 |
Evidence-grounded, graph-connected, correctable memory for agents.
|
F 22 3⁄5 | ||||||||
| 32063 |
On-chain Solana payments for MCP services with SOL and USDC support.
|
F 22 3⁄5 | ||||||||
| 32064 |
Tour de France 2026 MCP — 21 stages, race phase tracking, stage start times, st…
|
F 22 3⁄5 | ||||||||
| 32065 |
Find patent infringers with 9 AI models. Search products & standards from your …
|
F 22 3⁄5 | ||||||||
| 32066 |
Plan a knowledge-base placement path
|
F 22 3⁄5 | ||||||||
| 32067 |
Conversational sales call auditor grading pitch conversion rates.
|
F 22 3⁄5 | ||||||||
| 32068 |
Emite facturas, notas y retenciones del SRI de Ecuador con lenguaje natural.
|
F 22 3⁄5 | ||||||||
| 32069 |
Solana wallet & token reputation lookup. Risk verdict, score, DefiLlama TVL, Ru…
|
F 22 3⁄5 | ||||||||
| 32070 |
Radio frequency database: FM, AM, shortwave, TV, ham, weather, emergency alerts…
|
F 22 3⁄5 | ||||||||
| 32071 |
Live and historical NBA/NFL/NHL data — fantasy bots, content sites, betting res…
|
F 22 3⁄5 | ||||||||
| 32072 |
Headless browser primitives for AI agents when sites need real JS rendering.
|
F 22 3⁄5 | ||||||||
| 32073 |
Public MCP server for summaries, DNS lookup, catalog, replies, and JSON checks.
|
F 22 3⁄5 | ||||||||
| 32074 |
Single-property deep-dive: history, price/sqft, days-on-market, comps from a Re…
|
F 22 3⁄5 | ||||||||
| 32075 |
Real-time data API for AI Agents: stocks, weather, forex, logistics, search, sc…
|
F 22 3⁄5 | ||||||||
| 32076 |
ArXiv preprints + Google Scholar papers, with citation counts in one query.
|
F 22 3⁄5 | ||||||||
| 32077 |
Web3 social sentiment aggregator analyzing crypto trends.
|
F 22 3⁄5 | ||||||||
| 32078 |
Aurinia XO MCP — booking for a hostel in Kamianets-Podilskyi: check bed availab…
|
F 22 3⁄5 | ||||||||
| 32079 |
Plan a profile governance setting
|
F 22 3⁄5 | ||||||||
| 32080 |
Tennis Grand Slams 2026 MCP — Australian Open, Roland Garros, Wimbledon, US Ope…
|
F 22 3⁄5 | ||||||||
| 32081 |
WhatsApp® reminders and rescheduling for Calendly. Public read-only MCP endpoin…
|
F 22 3⁄5 | ||||||||
| 32082 |
Security & DLP proxy for MCP: tool-poisoning scans, PII redaction on tool args/…
|
F 22 3⁄5 | ||||||||
| 32083 |
Global equity screeners across the US, China, Hong Kong, Taiwan, Korea, India, …
|
F 22 3⁄5 | ||||||||
| 32084 |
AI-native digital asset management: semantic search, generative image edits, an…
|
F 22 3⁄5 | ||||||||
| 32085 |
Semantic search over MINDSET's brand strategy topic database, plus its system p…
|
F 22 3⁄5 | ||||||||
| 32086 |
Brand trademark scanner and intellectual property auditor.
|
F 22 3⁄5 | ||||||||
| 32087 |
AI-powered web automation. Navigate websites using AI agents for one page or a …
|
F 22 3⁄5 | ||||||||
| 32088 |
Marketing strateeg portfolio met AI kennisbank voor marketing, sales en strateg…
|
F 22 3⁄5 | ||||||||
| 32089 |
Read-only health context MCP server for Iris users.
|
F 22 3⁄5 | ||||||||
| 32090 |
Identify a configuration label for a release brief
|
F 22 3⁄5 | ||||||||
| 32091 |
Scan any website for AI agent readiness, payment protocols, and discovery endpo…
|
F 22 3⁄5 | ||||||||
| 32092 |
Ask your AI about the markets: filings, insider & congress trades, fund flows, …
|
F 22 3⁄5 | ||||||||
| 32093 |
Search food trucks in Germany and request catering quotes on foodtruck-nation.de
|
F 22 3⁄5 | ||||||||
| 32094 |
Australian VET National Register — qualifications, units, skill sets, AQF ladde…
|
F 22 3⁄5 | ||||||||
| 32095 |
A choose your own adventure game where you play as a startup founder trying to …
|
F 22 3⁄5 | ||||||||
| 32096 |
Access Google & Meta Ads data via AI. Analyse campaign performance in seconds.
|
F 22 3⁄5 | ||||||||
| 32097 |
Tamper-evident daily ledgers of 12 Japanese public-data domains, with cross-led…
|
F 22 3⁄5 | ||||||||
| 32098 |
Generate and run high performance queries on open and private spatial data at-s…
|
F 22 3⁄5 | ||||||||
| 32099 |
Coded error stack trace debugger and automated patch generator.
|
F 22 3⁄5 | ||||||||
| 32100 |
AI agents for federal IT & pharma: alert triage, ICAM, helpdesk, incidents, tic…
|
F 22 3⁄5 | ||||||||