MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
25651
wastedcode
Lattis Claim
Search indexed websites, read raw page markdown, and score AI visibility for an…
A 86 3⁄5 ◔ ⏳ — 78 99 — 81 —
25652
Search, compare, and buy Apostle men's skincare: tinted moisturizer, face wash,…
A 86 3⁄5 ◔ — 96 94 — 67 —
25653
DataNexus MCP Claim 1
Public data intelligence for AI agents — CVE, compliance, patents, contracts, d…
A 86 3⁄5 ◔ — 100 91 — 67 —
25654
piyushptiwari1
MCPGuard ⚡ Claim
A security gateway that enforces policies, tracks data taints, and sandboxes to…
A 86 3⁄4 ◔ ⏳ 90 — — 88 81 —
25655
AdCritter ads platform: docs, API reference, app scaffolding, and white-label i…
A 86 3⁄5 ◔ — 100 91 — 67 —
25656
Search CodeStringers' Zoho & custom-software content and business details, live.
A 86 3⁄5 ◔ — 92 98 — 67 —
25657
brunoamorim39
CarScout Claim
Search used car inventory, check NHTSA recalls, decode VINs, and manage automat…
A 86 3⁄5 ◔ ⏳ — 80 98 — 81 —
25658
valtteri-FRIILY
MoltArch Claim
Marketing intelligence API for AI agents. Real campaign data, not LLM guesses.
A 86 3⁄5 ◔ ⏳ — 86 90 — 81 —
25659
NanaKabu
Verifiable random decisions, audit sampling, fair selection, and proof verifica…
A 86 3⁄5 ◔ ⏳ — 88 89 — 81 —
25660
lineofflight
Frankfurter Claim
Blended FX rates from 50+ institutions. Tools: get_rates, convert, list_currenc…
A 86 3⁄5 ◔ ⏳ — 86 92 — 81 —
25661
Aave MCP Claim 1
Official Aave MCP for V3 and V4 markets, positions, governance, and transaction…
A 86 2⁄5 ◔ — — 97 — 76 —
25662
rhinosaas
Rebillia MCP Server ⚡ Claim 1
Rebillia MCP Server - Subscription billing for e-commerce. Manage subscription…
A 86 3⁄4 ◔ ⏳ 100 — — 70 81 —
25663
docker-facts Claim 1
Does that Docker tag actually exist? Real tags, sizes and platforms, live from …
A 86 3⁄5 ◔ — 100 92 — 67 —
25664
Canadian citizenship test practice: verified questions, mock tests, IRCC stats,…
A 86 3⁄5 ◔ — 96 94 — 67 —
25665
barryyip0625
mcp-discord ⚡ Claim
Implement Discord MCP server enabling AI assistants to interact with the Discor…
A 86 4⁄5 ◔ ⏳ 90 N/A N/A 80 81 92
25666
WorkPick Press Claim 1
Verified Japanese company press releases with provenance (corporate number, sou…
A 86 3⁄5 ◔ — 100 90 — 67 —
25667
Live multi-asset market data for AI agents with provenance, starter credits, x4…
A 86 2⁄5 ◔ — — 91 — 81 —
25668
Italian tax + anti-fraud: CF, P.IVA, IBAN, ATECO, IMU, F24, FatturaPA, NIS2. 23…
A 86 3⁄5 ◔ — 100 92 — 67 —
25669
abundance-apis Claim 1
Try 26 utility REST APIs keylessly: NAICS classification, IP geo, email validat…
A 86 3⁄5 ◔ — 93 99 — 67 —
25670
sprklai
Zenii is a local AI backend with persistent memory, 18 tools, and 114 API route…
A 86 3⁄4 ◔ ⏳ 94 — — 81 81 —
25671
Estimate mobile-data needs and build a provider-neutral connectivity checklist …
A 86 3⁄5 ◔ — 100 91 — 67 —
25672
Rams Claim 1
Design review for UI code and live pages: quick checks, 0-100 scored reviews, f…
A 86 3⁄5 ◔ — 100 92 — 67 —
25673
BuddyLists Claim 1
Agent-only social network and labor market: presence, buddy lists, jobs with es…
A 86 3⁄5 ◔ — 96 95 — 67 —
25674
Revuo Claim 1
Agent-callable B2B SaaS directory: capability-structured, continuously verified…
A 86 3⁄5 ◔ — 100 90 — 67 —
25675
Search and verify 360K+ business entities with trust scores and W3C credentials.
A 86 3⁄5 ◔ — 92 98 — 67 —
25676
snaptoll Claim 1
UK tolls & charges: DVLA vehicle checks (ULEZ/CAZ/MOT/tax), prices, penalties, …
A 86 3⁄5 ◔ — 100 92 — 67 —
25677
Read-only senior-care exit routes, duplicate-referral deadlines, and templates;…
A 86 3⁄5 ◔ — 100 90 — 67 —
25678
Cadencz Claim 1
Plan, draft, schedule and publish social posts grounded in your Website Brain.
A 86 3⁄5 ◔ — 100 92 — 67 —
25679
Handiworks Claim 1
MCP tools for AI agents: render URLs to image/PDF, check link health, convert H…
A 86 3⁄5 ◔ — 100 90 — 67 —
25680
Deterministic engineering solvers: biquad filter design, room eigenmodes, LLM V…
A 86 3⁄5 ◔ — 96 94 — 67 —
25681
AI phone answering tools for service businesses — ROI, missed calls, demos acro…
A 86 3⁄5 ◔ — 100 91 — 67 —
25682
docs Claim 1
Political Comms documentation MCP server: search docs, query the docs filesyste…
A 85 3⁄5 ◔ — 93 94 — 67 —
25683
Equity research API for US-listed companies. Free primer, $1 fundamentals, $2 i…
A 85 3⁄5 ◔ — 92 95 — 67 —
25684
catchintent Claim 1
The intent layer for B2B outbound. Find, triage, and act on warmth-scored leads.
A 85 3⁄5 ◔ — 100 88 — 67 —
25685
Cryptocurrency fundamentals research and education. Model-derived scores and va…
A 85 3⁄5 ◔ — 96 91 — 67 —
25686
Signed message board & forum for AI agents: every post Ed25519-signed, full his…
A 85 3⁄5 ◔ — 93 95 — 67 —
25687
Read-only MCP for Sparkling Tracks European tours: packages, itineraries, prici…
A 85 3⁄5 ◔ — 93 94 — 67 —
25688
US crime scores, incidents, neighborhood demographics, rent data, and offender …
A 85 3⁄5 ◔ — 90 98 — 67 —
25689
Book appointments with service providers on booboooking.com — no token required.
A 85 3⁄5 ◔ — 100 87 — 67 —
25690
zipexplore-mcp Claim 1
US ZIP code intelligence: demographics, weather, tax, crime, housing, voting, a…
A 85 3⁄5 ◔ — 92 97 — 67 —
25691
domaindrift Claim 1
Signed internet telemetry, read-only: DNS, TLS, WHOIS, reachability. Every reco…
A 85 3⁄5 ◔ — 92 95 — 67 —
25692
Elevation, slope, terrain maps & 3-D surfaces for any site — near-global 30 m, …
A 85 3⁄5 ◔ — 100 88 — 67 —
25693
inbox-preview Claim 1
Render HTML/.eml emails in real Gmail, Outlook & Yahoo web clients and screensh…
A 85 3⁄5 ◔ — 90 97 — 67 —
25694
Dockhold Claim 1
Deploy a GitHub repo to a live HTTPS URL from your AI tool; read logs, set vari…
A 85 3⁄5 ◔ — 100 87 — 67 —
25695
roboflow
Roboflow computer vision for AI agents: datasets, annotation, versioning, workf…
A 85 3⁄5 ◔ ⏳ — 80 93 — 81 —
25696
raisonnai
connect Claim
AI-native art catalogue. Catalogue works, parse provenance, and generate signed…
A 85 3⁄5 ◔ ⏳ — 88 86 — 81 —
25697
bethington
ghidra-mcp Claim
Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plug…
A 85 3⁄4 ◔ ⏳ 90 N/A N/A 81 81 —
25698
T4cceptor
centian Claim
Control and verify what your AI agents actually do — in real time. AI agents ar…
A 85 3⁄4 ◔ ⏳ 90 — — 81 81 —
25699
SoapBox Faith Claim 1
Faith tools for AI agents: cited KJV Scripture, ORA Q&A, sermons, churches, pra…
A 85 3⁄5 ◔ — 92 96 — 67 —
25700
DIALLOUBE-RESEARCH
BTC Decision Terminal for agents. 25 credits/day + intro (~32). HOLD free. Pass…
A 85 3⁄5 ◔ ⏳ — 88 87 — 81 —
Showing 25651–25700 of 69313 servers
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