MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
32651
tommyil
Gemina Claim
Extract, search and tag any document: invoices, receipts, contracts, templates.…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32652
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 —
32653
lazymac2x
Cloudflare Workers MCP server: ai-cost-optimizer
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32654
sachin-shetty
Secure integration between AI tools and Egnyte content with search, analysis, a…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32655
ee324
MSRC Windows updates: CVE rollups, Patch Tuesday. Register in-session — free te…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32656
futuremultihousing-dev
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32657
Taru0208
Search 150M+ academic works, journals, and funders via Crossref API.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32658
CorporateEntity101
mcp Claim 1
An MCP server that provides congressional transcripts
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32659
kevincogan
Demo server entry for local testing
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32660
maxi-moss
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32661
pipeworx-io
nhtsa ⚡ Claim
NHTSA MCP — wraps the NHTSA vPIC (Vehicle Product Information Catalog) API (fre…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32662
musa8026
Signed Buildability Oracle for AI-for-science papers. ed25519 receipts, Wave pr…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32663
josephjohansson
Retirement planning for Canada & US. CPP/OAS, Social Security, RRSP/TFSA, 401k/…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32664
sairaj-reddy
AI agent registry — search, discover, register, and connect agents via MCP.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32665
igormilovanovic
Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and m…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32666
XianDAO-Labs
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32667
b33-steve
mcp-server Claim
AI-powered product management: backlog optimization, scheduling, forecasting, a…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32668
moukati
Hosted MCP for verified B2B lead campaigns with success-only billing.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32669
clauxel
Remote MCP for C2PA intake verifier MCP, structured receipts, audit logs, and r…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32670
myAI_BDC
AI content creation for autonomous agents. Generate video scripts, images, an…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32671
HCS412
Venture intelligence for autonomous agents with discovery, scoring, and workspa…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32672
filippogroppi
luviner Claim
13 neural engines for time-series anomaly detection, classification, and root c…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32673
meruada
IOX Cloud Claim
Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32674
patrickbakowski
AgentDilemma Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32675
quadratik-ai
Quadratik Claim
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and …
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32676
lightbrushproject
162 AI agents for Solana crypto intelligence, wallets, and x402 micropayments.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32677
Apoth3osis-ai
agentpmt Claim
AI agent marketplace for automated employees, workflows, skills, and tool orche…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32678
srimisra
Pyth Hermes MCP — real-time price feeds and oracle data for DeFi agents.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32679
alright-alright
Konstruct Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32680
D4umak
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32681
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 —
32682
Taru0208
Search FDA safety data: drug adverse events, recalls, and device events.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32683
qualityclouds
LiveCheck AI Claim
Secure MCP runtime server for scanning and autofixing code issues
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32684
attestagents
Attest Claim
Scan agent payment endpoints (x402, AP2, L402, MPP, 402) for a trust grade A-F …
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32685
joshuaworth
estimations Claim
AI-powered job cost estimator for skilled trades with material and labor breakd…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32686
Atlaskos
workprotocol Claim
Agent work marketplace — browse jobs, claim work, deliver results, get paid in …
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32687
Kibetho
AI-powered SaaS tool discovery API. Search 150+ curated business tools and get …
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32688
filegraph
Extract text from documents, manipulate PDFs, and perform OCR on images.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32689
BricePourLe13
European business data — French company check, EU VAT validation, legal search.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32690
pipeworx-io
Govcon Intel Claim
GovCon Intel MCP — Compound tools that chain SAM.gov, USAspending,
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32691
chetparker
UK Data API ⚡ Claim
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32692
jolt-systems
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32693
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 —
32694
Deesmo
63 production tools for AI agents — one API key, pay per call in USDC (x402) or…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32695
sirarchiemccarthy-oss
Deploy full-stack web apps with database, file storage, auth, and RBAC via a si…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32696
junct-bot
coinbase-mcp Claim
Coinbase MCP server — 20 tools for AI agent integration. Hosted by Junct.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32697
EruditeIntelligence
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32698
ndkasndakn
Refund eligibility notary for US subscriptions. Returns ALLOWED/DENIED/UNKNOWN.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32699
AlohaLabs
AI-powered calorie tracking with photo recognition, barcode scanning, and voice…
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
32700
Taru0208
Access World Bank development indicators for 200+ countries.
F 27 3⁄5 ◔ ⏳ — 0 0 — 81 —
Showing 32651–32700 of 69419 servers
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