MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32551 |
arch-tools-mcp
Claim
63 production tools for AI agents — one API key, pay per call in USDC (x402) or…
|
F 27 3⁄5 | ||||||||
| 32552 |
document-processing
Claim
Extract text from documents, manipulate PDFs, and perform OCR on images.
|
F 27 3⁄5 | ||||||||
| 32553 |
is-real-biz
Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
|
F 27 3⁄5 | ||||||||
| 32554 |
college-baseball
Claim
Live NCAA DI college baseball scores, standings, schedules, rankings, and saber…
|
F 27 3⁄5 | ||||||||
| 32555 |
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
|
F 27 3⁄5 | ||||||||
| 32556 |
SpriteCook
Claim
Generate game sprites and assets from text prompts for game development.
|
F 27 3⁄5 | ||||||||
| 32557 |
webforj-mcp
Claim
The official Model Context Protocol server for webforJ - providing AI assistant…
|
F 27 3⁄5 | ||||||||
| 32558 |
Tenant Builder
Claim
Provision new tenants with admin setup and initial document templates. Add docu…
|
F 27 3⁄5 | ||||||||
| 32559 |
Persis
Claim
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive b…
|
F 27 3⁄5 | ||||||||
| 32560 |
Pharma Intel
Claim
Pharma Intel MCP — Compound tools that chain ClinicalTrials.gov,
|
F 27 3⁄5 | ||||||||
| 32561 |
Mediastack News
Claim
Track breaking news worldwide with granular filters for keywords, sources, coun…
|
F 27 3⁄5 | ||||||||
| 32562 |
vsfclub4
Claim
|
F 27 3⁄5 | ||||||||
| 32563 |
Gemina
Claim
Extract, search and tag any document: invoices, receipts, contracts, templates.…
|
F 27 3⁄5 | ||||||||
| 32564 |
Lassare
Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
|
F 27 3⁄5 | ||||||||
| 32565 |
fermi
Claim
Calibrated probability distributions from natural-language questions via REST a…
|
F 27 3⁄5 | ||||||||
| 32566 |
clawmanagerfleet-mcp
Claim
A paid remote MCP for ClawManager, built to return verdicts, receipts, usage lo…
|
F 27 3⁄5 | ||||||||
| 32567 |
deplyed_mcp
Claim
Provide a brief overview of what this integrates and the primary benefit to use…
|
F 27 3⁄5 | ||||||||
| 32568 |
gas-library-hub
Claim
Search and discover Google Apps Script libraries with AI-generated summaries
|
F 27 3⁄5 | ||||||||
| 32569 |
European business data — French company check, EU VAT validation, legal search.
|
F 27 3⁄5 | ||||||||
| 32570 |
claude-skill-validator
Claim
Cloudflare Workers MCP server: claude-skill-validator
|
F 27 3⁄5 | ||||||||
| 32571 |
IOX Cloud
Claim
Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.
|
F 27 3⁄5 | ||||||||
| 32572 |
intelligence
Claim
Bitcoin and YouTube video intelligence for AI agents. Pay-per-call via x402 USD…
|
F 27 3⁄5 | ||||||||
| 32573 |
NHTSA MCP — wraps the NHTSA vPIC (Vehicle Product Information Catalog) API (fre…
|
F 27 3⁄5 | ||||||||
| 32574 |
MCP Data Converter
Claim
Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and m…
|
F 27 3⁄5 | ||||||||
| 32575 |
0xHumans Protocol MCP
Claim
MCP for AI agents: financing, skills, lending on Base
|
F 27 3⁄5 | ||||||||
| 32576 |
Osigu RCM
Claim
Gerencie cobranças, invoices e atendimentos do RCM da Osigu diretamente do seu …
|
F 27 3⁄5 | ||||||||
| 32577 |
sectora
Claim
Threat intel + your scans/findings/Shield posture. CVE, EPSS, KEV, package vuln…
|
F 27 3⁄5 | ||||||||
| 32578 |
security-orchestra
Claim
Multi-agent MCP platform for data centers and critical power.
|
F 27 3⁄5 | ||||||||
| 32579 |
MSRC Windows updates: CVE rollups, Patch Tuesday. Register in-session — free te…
|
F 27 3⁄5 | ||||||||
| 32580 |
EP AgentIAM
Claim
AI agent execution safety via x402 micropayments: risk scoring, integrity, memo…
|
F 27 3⁄5 | ||||||||
| 32581 |
Bizfile MCP
Claim
Company intelligence and sanctions screening across 130+ jurisdictions and 328 …
|
F 27 3⁄5 | ||||||||
| 32582 |
Product Source
Claim
Real-time product data across 450+ retailers — look up any UPC for prices, imag…
|
F 27 3⁄5 | ||||||||
| 32583 |
63 MCP tools for loyalty programs, rewards, and member operations with HITL app…
|
F 27 3⁄5 | ||||||||
| 32584 |
bulk-url-checker
Claim
Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2…
|
F 27 3⁄5 | ||||||||
| 32585 |
test
Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
|
F 27 3⁄5 | ||||||||
| 32586 |
Dot - AI Data Analyst
Claim
Ask data questions in natural language. Get SQL, insights, and charts from your…
|
F 27 3⁄5 | ||||||||
| 32587 |
cosync-remote
Claim
Knowledge graph ingestion, entity search, ontology analysis, and CoSync scoring.
|
F 27 3⁄5 | ||||||||
| 32588 |
rentershield
Claim
Lease analysis: flag illegal/risky clauses by jurisdiction (ontario, bc, nyc, t…
|
F 27 3⁄5 | ||||||||
| 32589 |
OpenFDA Safety Data
Claim
Search FDA safety data: drug adverse events, recalls, and device events.
|
F 27 3⁄5 | ||||||||
| 32590 |
intentweave-mcp
Claim
Hosted MCP for verified B2B lead campaigns with success-only billing.
|
F 27 3⁄5 | ||||||||
| 32591 |
Crossref Scholarly Data
Claim
Search 150M+ academic works, journals, and funders via Crossref API.
|
F 27 3⁄5 | ||||||||
| 32592 |
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due dilig…
|
F 27 3⁄5 | ||||||||
| 32593 |
mcp
Claim
GibsonAI MCP server: manage your databases with natural language
|
F 27 3⁄5 | ||||||||
| 32594 |
AgentIndex
Claim
Search 15K+ MCP services, A2A agents, and x402 APIs from 5 registries. Paid via…
|
F 27 3⁄5 | ||||||||
| 32595 |
convergealpha
Claim
AI stock signal convergence � 13 sources, Bayesian scoring, verified outcomes.
|
F 27 3⁄5 | ||||||||
| 32596 |
pyth-hermes-mcp
Claim
Pyth Hermes MCP — real-time price feeds and oracle data for DeFi agents.
|
F 27 3⁄5 | ||||||||
| 32597 |
omni-oracle
Claim
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & U…
|
F 27 3⁄5 | ||||||||
| 32598 |
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
|
F 27 3⁄5 | ||||||||
| 32599 |
Konstruct
Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
|
F 27 3⁄5 | ||||||||
| 32600 |
Linkbreakers MCP
Claim
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
|
F 27 3⁄5 | ||||||||