MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30051 |
Public pages to clean JSON or Markdown, plus bounded site mapping and crawl. Fa…
|
F 34 2⁄5 | ||||||||
| 30052 |
Bzigo smart trap: device status, detections, health, firmware and simulations v…
|
F 34 2⁄5 | ||||||||
| 30053 |
Publish self-contained HTML/SVG pages to private, shareable URLs and control wh…
|
F 34 2⁄5 | ||||||||
| 30054 |
NFL analytics tools for AI agents: stats, fantasy, injuries, schedules, and adv…
|
F 34 2⁄5 | ||||||||
| 30055 |
Run an eBay seller account from your AI assistant: orders, listings, stock, fee…
|
F 34 2⁄5 | ||||||||
| 30056 |
Create, manage, publish, and analyze Inblog content through AI agents.
|
F 34 2⁄5 | ||||||||
| 30057 |
Shared, governed memory for fleets of AI agents: judged contributions, provenan…
|
F 34 2⁄5 | ||||||||
| 30058 |
Continuous improvement for software engineering teams: check-ins, improvements,…
|
F 34 2⁄5 | ||||||||
| 30059 |
French property prices, market trends & live listings for any French address. P…
|
F 34 2⁄5 | ||||||||
| 30060 |
Calls your phone when an AI task finishes or is blocked — hear it, say what's n…
|
F 34 2⁄5 | ||||||||
| 30061 |
Read and manage your Google Ads account in chat.
|
F 34 2⁄5 | ||||||||
| 30062 |
Operators rank work; agents take, reserve, execute, attach evidence, and submit…
|
F 34 2⁄5 | ||||||||
| 30063 |
Query your ISP's revenue, subscribers, payments and routers. Needs a Centipid a…
|
F 34 2⁄5 | ||||||||
| 30064 |
Search 3,500+ US universities, check admission chances, financial aid, and buil…
|
F 34 2⁄5 | ||||||||
| 30065 |
Personal-finance intelligence engine: net worth, goals, asset allocation. Invit…
|
F 34 2⁄5 | ||||||||
| 30066 |
Neutral referee for legal-AI output: flags orphan quotes and uncited claims. No…
|
F 34 2⁄5 | ||||||||
| 30067 |
Google Keep-style notes app with an MCP server for AI agents to read/write note…
|
F 34 2⁄5 | ||||||||
| 30068 |
Hosted MCP server for AWS cloud spend: service breakdowns, anomalies, savings a…
|
F 34 2⁄5 | ||||||||
| 30069 |
U.S. immigration law research: BIA/AAO/circuit cases, INA/CFR, USCIS policy, cr…
|
F 34 2⁄5 | ||||||||
| 30070 |
Financial and covenant data for public and private credit: statements, cap stac…
|
F 34 2⁄5 | ||||||||
| 30071 |
GDPR-compliant calendar access for AI assistants. Google, Microsoft 365, Apple …
|
F 34 2⁄5 | ||||||||
| 30072 |
Read-only access to your Brickway LEGO and alt-brick collection: sets, builds, …
|
F 34 2⁄5 | ||||||||
| 30073 |
Sports-analytics research assistant that grades its own model and reports the l…
|
F 34 2⁄5 | ||||||||
| 30074 |
Social listening analytics — query topics, filters, trending keywords, and conv…
|
F 34 2⁄5 | ||||||||
| 30075 |
AI Linux & Windows server management with Claude MCP and fully private agents u…
|
F 34 2⁄5 | ||||||||
| 30076 |
Search national and EU case law, legislation and regulation, with citations you…
|
F 34 2⁄5 | ||||||||
| 30077 |
ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun dete…
|
F 34 2⁄5 | ||||||||
| 30078 |
Prediction markets, on-chain flows, ETF flows, equities and macro intelligence …
|
F 34 2⁄5 | ||||||||
| 30079 |
Manage HaasOnline crypto trading bots, labs, backtests and HaasScript across 20…
|
F 34 2⁄5 | ||||||||
| 30080 |
Build, edit and sync Google, Microsoft, Reddit and Meta ad campaigns from your …
|
F 34 2⁄5 | ||||||||
| 30081 |
See how AI assistants answer about your brand
|
F 34 2⁄5 | ||||||||
| 30082 |
AI agent for business strategy and business design — run strategy missions and …
|
F 34 2⁄5 | ||||||||
| 30083 |
The AI orchestration agent for modern software teams.
|
F 34 2⁄5 | ||||||||
| 30084 |
AI visibility: is your brand cited by ChatGPT, Perplexity, Gemini? SoV, GEO sco…
|
F 34 2⁄5 | ||||||||
| 30085 |
Generate genre-aware, print-ready AI book covers (ebook, KDP wrap, audiobook) v…
|
F 34 2⁄5 | ||||||||
| 30086 |
A wiki about your life that writes itself. Save from any AI chat, recall it in …
|
F 34 2⁄5 | ||||||||
| 30087 |
Predictive Signals, Company Search, Sector Trends and Contacts for PEs, IBs, M&…
|
F 34 2⁄5 | ||||||||
| 30088 |
Vehicle safety recalls from four registers, matched across borders on the maker…
|
F 34 2⁄5 | ||||||||
| 30089 |
AI assistant integration for Leaf — track books, log reading sessions, and mana…
|
F 34 2⁄5 | ||||||||
| 30090 |
Regulatory compliance scanner validating SEC, FTC, and anti-spam rules.
|
F 34 2⁄5 | ||||||||
| 30091 |
Give your AI assistant real meeting context via Fathom so every output grounded…
|
F 34 2⁄5 | ||||||||
| 30092 |
Edit video by talking to your AI — search footage, cut timelines, apply effects…
|
F 34 2⁄5 | ||||||||
| 30093 |
Browse and manage files in your Moxt AI workspace from any MCP client.
|
F 34 2⁄5 | ||||||||
| 30094 |
Normalized official data with provenance, aggregations, insights, free samples …
|
F 34 2⁄5 | ||||||||
| 30095 |
Breaks a hard question or decision into grounded sub-questions and returns a ch…
|
F 34 2⁄5 | ||||||||
| 30096 |
SEO tools via x402: briefs, keywords, SERP, backlinks, audits. $0.50-$3/req USD…
|
F 34 2⁄5 | ||||||||
| 30097 |
Continue Finnish reading and practise saved words from an authenticated Lukija …
|
F 34 2⁄5 | ||||||||
| 30098 |
Work management where AI agents are first-class members: tasks, projects, memor…
|
F 34 2⁄5 | ||||||||
| 30099 |
Real-browser WCAG audit that also finds keyboard-inoperable controls axe-core m…
|
F 34 2⁄5 | ||||||||
| 30100 |
Third-party signed reads of how an AI agent behaved: drift, vows, and the town …
|
F 34 2⁄5 | ||||||||