MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
32551
Deesmo
63 production tools for AI agents — one API key, pay per call in USDC (x402) or…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32552
filegraph
Extract text from documents, manipulate PDFs, and perform OCR on images.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32553
Smart-link-t
is-real-biz Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32554
ahump20
Live NCAA DI college baseball scores, standings, schedules, rankings, and saber…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32555
traderhc123
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32556
SpriteCook
SpriteCook Claim
Generate game sprites and assets from text prompts for game development.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32557
webforj.io
webforj-mcp Claim
The official Model Context Protocol server for webforJ - providing AI assistant…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32558
santiago.blanco.vilchez
Provision new tenants with admin setup and initial document templates. Add docu…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32559
alright-alright
Persis Claim
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive b…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32560
pipeworx-io
Pharma Intel Claim
Pharma Intel MCP — Compound tools that chain ClinicalTrials.gov,
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32561
rftsngl
Track breaking news worldwide with granular filters for keywords, sources, coun…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32562
luis.ticas1
vsfclub4 Claim
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32563
tommyil
Gemina Claim
Extract, search and tag any document: invoices, receipts, contracts, templates.…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32564
lassare-hq
Lassare Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32565
Kromatic-Innovation
fermi Claim
Calibrated probability distributions from natural-language questions via REST a…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32566
clauxel
A paid remote MCP for ClawManager, built to return verdicts, receipts, usage lo…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32567
janpansky
deplyed_mcp Claim
Provide a brief overview of what this integrates and the primary benefit to use…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32568
wywy-llc
Search and discover Google Apps Script libraries with AI-generated summaries
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32569
BricePourLe13
European business data — French company check, EU VAT validation, legal search.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32570
lazymac2x
Cloudflare Workers MCP server: claude-skill-validator
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32571
meruada
IOX Cloud Claim
Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32572
shivaltailor
intelligence Claim
Bitcoin and YouTube video intelligence for AI agents. Pay-per-call via x402 USD…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32573
pipeworx-io
nhtsa ⚡ Claim
NHTSA MCP — wraps the NHTSA vPIC (Vehicle Product Information Catalog) API (fre…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32574
igormilovanovic
Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and m…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32575
DavidOrpeli
MCP for AI agents: financing, skills, lending on Base
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32576
luhkas2309
Osigu RCM Claim
Gerencie cobranças, invoices e atendimentos do RCM da Osigu diretamente do seu …
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32577
BraineeTech
sectora Claim
Threat intel + your scans/findings/Shield posture. CVE, EPSS, KEV, package vuln…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32578
RobotFleet-HQ
Multi-agent MCP platform for data centers and critical power.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32579
ee324
MSRC Windows updates: CVE rollups, Patch Tuesday. Register in-session — free te…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32580
achilliesbot
EP AgentIAM Claim
AI agent execution safety via x402 micropayments: risk scoring, integrity, memo…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32581
OjasKord
Bizfile MCP Claim
Company intelligence and sanctions screening across 130+ jurisdictions and 328 …
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32582
MarcPelberg
Real-time product data across 450+ retailers — look up any UPC for prices, imag…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32583
psxio
63 MCP tools for loyalty programs, rewards, and member operations with HITL app…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32584
carlosofscience
Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32585
zhuoxin.sun
test Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32586
Snowboard-Software
Ask data questions in natural language. Get SQL, insights, and charts from your…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32587
olane-labs
Knowledge graph ingestion, entity search, ontology analysis, and CoSync scoring.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32588
justack-ai
rentershield Claim
Lease analysis: flag illegal/risky clauses by jurisdiction (ontario, bc, nyc, t…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32589
Taru0208
Search FDA safety data: drug adverse events, recalls, and device events.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32590
moukati
Hosted MCP for verified B2B lead campaigns with success-only billing.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32591
Taru0208
Search 150M+ academic works, journals, and funders via Crossref API.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32592
a0985344368-glitch
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due dilig…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32593
gibsonai
mcp Claim
GibsonAI MCP server: manage your databases with natural language
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32594
agentndx
AgentIndex Claim
Search 15K+ MCP services, A2A agents, and x402 APIs from 5 registries. Paid via…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32595
CrazymakER23
AI stock signal convergence � 13 sources, Bayesian scoring, verified outcomes.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32596
srimisra
Pyth Hermes MCP — real-time price feeds and oracle data for DeFi agents.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32597
Multi-DAC
omni-oracle Claim
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & U…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32598
D4umak
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32599
alright-alright
Konstruct Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32600
linkbreakers-com
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
Showing 32551–32600 of 69419 servers
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