MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32651 |
Gemina
Claim
Extract, search and tag any document: invoices, receipts, contracts, templates.…
|
F 27 3⁄5 | ||||||||
| 32652 |
Lassare
Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
|
F 27 3⁄5 | ||||||||
| 32653 |
ai-cost-optimizer
Claim
Cloudflare Workers MCP server: ai-cost-optimizer
|
F 27 3⁄5 | ||||||||
| 32654 |
egnyte-remote
Claim
Secure integration between AI tools and Egnyte content with search, analysis, a…
|
F 27 3⁄5 | ||||||||
| 32655 |
MSRC Windows updates: CVE rollups, Patch Tuesday. Register in-session — free te…
|
F 27 3⁄5 | ||||||||
| 32656 |
Connectivity Index
Claim
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
|
F 27 3⁄5 | ||||||||
| 32657 |
Crossref Scholarly Data
Claim
Search 150M+ academic works, journals, and funders via Crossref API.
|
F 27 3⁄5 | ||||||||
| 32658 |
An MCP server that provides congressional transcripts
|
F 27 3⁄5 | ||||||||
| 32659 |
demo-mcp-server
Claim
Demo server entry for local testing
|
F 27 3⁄5 | ||||||||
| 32660 |
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
|
F 27 3⁄5 | ||||||||
| 32661 |
NHTSA MCP — wraps the NHTSA vPIC (Vehicle Product Information Catalog) API (fre…
|
F 27 3⁄5 | ||||||||
| 32662 |
Signed Buildability Oracle for AI-for-science papers. ed25519 receipts, Wave pr…
|
F 27 3⁄5 | ||||||||
| 32663 |
Retirement planning for Canada & US. CPP/OAS, Social Security, RRSP/TFSA, 401k/…
|
F 27 3⁄5 | ||||||||
| 32664 |
AI agent registry — search, discover, register, and connect agents via MCP.
|
F 27 3⁄5 | ||||||||
| 32665 |
MCP Data Converter
Claim
Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and m…
|
F 27 3⁄5 | ||||||||
| 32666 |
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
|
F 27 3⁄5 | ||||||||
| 32667 |
mcp-server
Claim
AI-powered product management: backlog optimization, scheduling, forecasting, a…
|
F 27 3⁄5 | ||||||||
| 32668 |
intentweave-mcp
Claim
Hosted MCP for verified B2B lead campaigns with success-only billing.
|
F 27 3⁄5 | ||||||||
| 32669 |
c2paintake-mcp
Claim
Remote MCP for C2PA intake verifier MCP, structured receipts, audit logs, and r…
|
F 27 3⁄5 | ||||||||
| 32670 |
Content Engine
Claim
AI content creation for autonomous agents. Generate video scripts, images, an…
|
F 27 3⁄5 | ||||||||
| 32671 |
Venture intelligence for autonomous agents with discovery, scoring, and workspa…
|
F 27 3⁄5 | ||||||||
| 32672 |
luviner
Claim
13 neural engines for time-series anomaly detection, classification, and root c…
|
F 27 3⁄5 | ||||||||
| 32673 |
IOX Cloud
Claim
Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.
|
F 27 3⁄5 | ||||||||
| 32674 |
AgentDilemma
Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
|
F 27 3⁄5 | ||||||||
| 32675 |
Quadratik
Claim
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and …
|
F 27 3⁄5 | ||||||||
| 32676 |
162 AI agents for Solana crypto intelligence, wallets, and x402 micropayments.
|
F 27 3⁄5 | ||||||||
| 32677 |
agentpmt
Claim
AI agent marketplace for automated employees, workflows, skills, and tool orche…
|
F 27 3⁄5 | ||||||||
| 32678 |
pyth-hermes-mcp
Claim
Pyth Hermes MCP — real-time price feeds and oracle data for DeFi agents.
|
F 27 3⁄5 | ||||||||
| 32679 |
Konstruct
Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
|
F 27 3⁄5 | ||||||||
| 32680 |
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
|
F 27 3⁄5 | ||||||||
| 32681 |
deplyed_mcp
Claim
Provide a brief overview of what this integrates and the primary benefit to use…
|
F 27 3⁄5 | ||||||||
| 32682 |
OpenFDA Safety Data
Claim
Search FDA safety data: drug adverse events, recalls, and device events.
|
F 27 3⁄5 | ||||||||
| 32683 |
LiveCheck AI
Claim
Secure MCP runtime server for scanning and autofixing code issues
|
F 27 3⁄5 | ||||||||
| 32684 |
Attest
Claim
Scan agent payment endpoints (x402, AP2, L402, MPP, 402) for a trust grade A-F …
|
F 27 3⁄5 | ||||||||
| 32685 |
estimations
Claim
AI-powered job cost estimator for skilled trades with material and labor breakd…
|
F 27 3⁄5 | ||||||||
| 32686 |
workprotocol
Claim
Agent work marketplace — browse jobs, claim work, deliver results, get paid in …
|
F 27 3⁄5 | ||||||||
| 32687 |
SaaSforIT Directory
Claim
AI-powered SaaS tool discovery API. Search 150+ curated business tools and get …
|
F 27 3⁄5 | ||||||||
| 32688 |
document-processing
Claim
Extract text from documents, manipulate PDFs, and perform OCR on images.
|
F 27 3⁄5 | ||||||||
| 32689 |
European business data — French company check, EU VAT validation, legal search.
|
F 27 3⁄5 | ||||||||
| 32690 |
Govcon Intel
Claim
GovCon Intel MCP — Compound tools that chain SAM.gov, USAspending,
|
F 27 3⁄5 | ||||||||
| 32691 |
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
|
F 27 3⁄5 | ||||||||
| 32692 |
talent-ecosystem
Claim
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
|
F 27 3⁄5 | ||||||||
| 32693 |
is-real-biz
Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
|
F 27 3⁄5 | ||||||||
| 32694 |
arch-tools-mcp
Claim
63 production tools for AI agents — one API key, pay per call in USDC (x402) or…
|
F 27 3⁄5 | ||||||||
| 32695 |
AgentBuilders
Claim
Deploy full-stack web apps with database, file storage, auth, and RBAC via a si…
|
F 27 3⁄5 | ||||||||
| 32696 |
coinbase-mcp
Claim
Coinbase MCP server — 20 tools for AI agent integration. Hosted by Junct.
|
F 27 3⁄5 | ||||||||
| 32697 |
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
|
F 27 3⁄5 | ||||||||
| 32698 |
refund-decide
Claim
Refund eligibility notary for US subscriptions. Returns ALLOWED/DENIED/UNKNOWN.
|
F 27 3⁄5 | ||||||||
| 32699 |
AI-powered calorie tracking with photo recognition, barcode scanning, and voice…
|
F 27 3⁄5 | ||||||||
| 32700 |
World Bank Indicators
Claim
Access World Bank development indicators for 200+ countries.
|
F 27 3⁄5 | ||||||||