MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 4 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32951 |
Create and manage waitlists from your AI agent: page, custom domain, emails, si…
|
F 26 3⁄5 | ||||||||
| 32952 |
Free World Cup 2026 prediction game with fixtures, picks, brackets, and leaderb…
|
F 26 3⁄5 | ||||||||
| 32953 |
The first MCP server for physical mail: send postcards and letters, manage list…
|
F 26 3⁄5 | ||||||||
| 32954 |
AI booth design, image editing, presentation assets, and authorized LEOR projec…
|
F 26 3⁄5 | ||||||||
| 32955 |
AI-powered hiring for recruiters & candidates - video interviews, transcripts, …
|
F 26 3⁄5 | ||||||||
| 32956 |
Agent-native task management: your AI agent is the interface. Delegate to anyon…
|
F 26 3⁄5 | ||||||||
| 32957 |
run any ai model. compose agents, stack knowledge, connect tools. one api, pay …
|
F 26 3⁄5 | ||||||||
| 32958 |
Data + AI observability — monitor and troubleshoot production-grade agents and …
|
F 26 3⁄5 | ||||||||
| 32959 |
A memory your AI can prove and the market of the present tense. SHA-256, verifi…
|
F 26 3⁄5 | ||||||||
| 32960 |
Headless API-first double-entry accounting & bookkeeping engine. 84 MCP tools o…
|
F 26 3⁄5 | ||||||||
| 32961 |
Search GitHub, npm, PyPI, StackOverflow, ArXiv from one MCP — built for coding …
|
F 26 3⁄5 | ||||||||
| 32962 |
WHOIS, DNS, SSL, IP geo for security forensics and OSINT — separate from SEO.
|
F 26 3⁄5 | ||||||||
| 32963 |
Facebook / Meta Ads automation with AI: analyze performance, test creatives, op…
|
F 26 3⁄5 | ||||||||
| 32964 |
Drive your Infumar advertiser account: find influencers, draft campaigns, manag…
|
F 26 3⁄5 | ||||||||
| 32965 |
Query 40 databases from Claude, ChatGPT, or Cursor — on any device. Read-only, …
|
F 26 3⁄5 | ||||||||
| 32966 |
Query your trades, stats, and journal in EdgeLock and log new entries by chat. …
|
F 26 3⁄5 | ||||||||
| 32967 |
Facility-level industrial pollutant releases across 33 European countries (offi…
|
F 26 3⁄5 | ||||||||
| 32968 |
Put websites online from chat - instant free HTTPS, real domains, zero DNS or A…
|
F 26 3⁄5 | ||||||||
| 32969 |
Jepto MCP server that provides access to client knowledgebase & analytics for c…
|
F 26 3⁄5 | ||||||||
| 32970 |
Hosted codebase intelligence for repos indexed on repowise.dev — no local index…
|
F 26 3⁄5 | ||||||||
| 32971 |
Dynamic, editable QR codes + short links with scan analytics and branded QR ren…
|
F 26 3⁄5 | ||||||||
| 32972 |
Analyze web performance and get optimization insights from GTmetrix, directly i…
|
F 26 3⁄5 | ||||||||
| 32973 |
MCP server for Statsig API - interact with Statsig's feature flags, experiments…
|
F 26 3⁄5 | ||||||||
| 32974 |
H1B visa salary disclosures + compensation benchmarks — real numbers, not estim…
|
F 26 3⁄5 | ||||||||
| 32975 |
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows, Magic Link auth. …
|
F 26 3⁄5 | ||||||||
| 32976 |
Find and manage issues, projects, and documents in your Linear workspace.
|
F 26 3⁄5 | ||||||||
| 32977 |
Ask about your deals, pace to target, and team odds from Stratyfix. Read only, …
|
F 26 3⁄5 | ||||||||
| 32978 |
CoinGecko-backed live prices, market caps, DeFi metrics — no per-user API key n…
|
F 26 3⁄5 | ||||||||
| 32979 |
AI infrastructure for Australian civil construction. Public procurement data an…
|
F 26 3⁄5 | ||||||||
| 32980 |
Book, reschedule, and cancel home services (cleaning, lawn, snow) via phone OTP…
|
F 26 3⁄5 | ||||||||
| 32981 |
ThousandEyes MCP Server for network intelligence: outages, anomalies, alerts, e…
|
F 26 3⁄5 | ||||||||
| 32982 |
Query your real net worth, spending, transactions, budgets and portfolio from a…
|
F 26 3⁄5 | ||||||||
| 32983 |
Search U.S. federal, state, and local government procurement data and intellige…
|
F 26 3⁄5 | ||||||||
| 32984 |
Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & …
|
F 26 3⁄5 | ||||||||
| 32985 |
Conversational access to advertising performance data, creative analysis, and c…
|
F 26 3⁄5 | ||||||||
| 32986 |
Katalon TestOps Model Context Protocol (MCP) server
|
F 26 3⁄5 | ||||||||
| 32987 |
Google Ads MCP with 20,000+ account peer context and staged approve-then-execut…
|
F 26 3⁄5 | ||||||||
| 32988 |
Create coloring pages and books. OAuth + Business plan required; AI generation …
|
F 26 3⁄5 | ||||||||
| 32989 |
Read-only MCP over the LivingMeta AI-in-Research corpus: 12,400 papers, gaps, p…
|
F 26 3⁄5 | ||||||||
| 32990 |
Explore your Userbrain user test data, summarize feedback, and uncover actionab…
|
F 26 3⁄5 | ||||||||
| 32991 |
SEC Form 4 insider buys, deduplicated, with 10b5-1 flags, 8-K catalysts and a p…
|
F 26 3⁄5 | ||||||||
| 32992 |
Read Figlime jobs, screening questions, and candidate responses; draft screenin…
|
F 26 3⁄5 | ||||||||
| 32993 |
Governed company knowledge over MCP. Synthetic read-only demo; customer Atlas b…
|
F 26 3⁄5 | ||||||||
| 32994 |
Trip planning for nomadic families: multi-stop trips, Schengen/visa, climate, d…
|
F 26 3⁄5 | ||||||||
| 32995 |
Operate the AdCritter ads platform: campaigns, creatives, audiences, and report…
|
F 26 3⁄5 | ||||||||
| 32996 |
Portfolio analytics + US-equity market research for AI clients. ChatGPT deep-re…
|
F 26 3⁄5 | ||||||||
| 32997 |
Bzigo smart trap: device status, detections, health, firmware and simulations v…
|
F 26 3⁄5 | ||||||||
| 32998 |
Build, deploy, and host full-stack web apps from any MCP client. DB, auth, stor…
|
F 26 3⁄5 | ||||||||
| 32999 |
Create and manage SEO content plans, articles, projects, and publishing integra…
|
F 26 3⁄5 | ||||||||
| 33000 |
AI visibility monitoring. 23 tools, 8 LLM platforms, Magic Link auth. Free tier.
|
F 26 3⁄5 | ||||||||