MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30851
janpansky
deplyed_mcp Claim
Provide a brief overview of what this integrates and the primary benefit to use…
F 27 35 0 0 81
30852
speakmancip
speakmanai Claim
Multi-agent AI pipeline that generates professional Solution Architecture Docum…
F 27 35 0 0 81
30853
getrephonic
Rephonic Claim
Research 3M+ podcasts with audience data, contacts, episodes, transcripts, char…
F 27 35 0 0 81
30854
luis.ticas1
vsfclub5 Claim
F 27 35 0 0 81
30855
inistate
Inistate MCP Claim 1
MCP server for the Inistate platform: module discovery, entry management, and a…
F 27 35 0 0 81
30856
olane-labs
Knowledge graph ingestion, entity search, ontology analysis, and CoSync scoring.
F 27 35 0 0 81
30857
OjasKord
Bizfile MCP Claim
Company intelligence and sanctions screening across 130+ jurisdictions and 328 …
F 27 35 0 0 81
30858
Snowboard-Software
Ask data questions in natural language. Get SQL, insights, and charts from your…
F 27 35 0 0 81
30859
nexbid
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
F 27 35 0 0 81
30860
KeyID-AI
KeyID Claim
Signup sessions, browser continuity, email, SMS, and OTP/TOTP infrastructure fo…
F 27 35 0 0 81
30861
INSIDE-HAIR
Manage and automate your Google Meet workflows with enterprise-grade tools for …
F 27 35 0 0 81
30862
monikaskorykow
workshops Claim 1
MCP server for Monika Skorykow workshops - browse prices and promotions
F 27 35 0 0 81
30863
markchiang
agent-press Claim
Agent Press: news MCP server streaming company headlines
F 27 35 0 0 81
30864
SKalinin909
Crypto futures math: PnL, liquidation, position sizing, carry trade. 19 tools. …
F 27 35 0 0 81
30865
Ansvar-Systems
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier.
F 27 35 0 0 81
30866
sairaj-reddy
AI agent registry — search, discover, register, and connect agents via MCP.
F 27 35 0 0 81
30867
tommyil
Gemina Claim
Extract, search and tag any document: invoices, receipts, contracts, templates.…
F 27 35 0 0 81
30868
D4umak
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
F 27 35 0 0 81
30869
thomwseo
Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqu…
F 27 35 0 0 81
30870
luis.ticas1
vsfclub4 Claim
F 27 35 0 0 81
30871
vinaybhosle
agentstamp Claim
Trust intelligence for AI agents — identity stamps, reputation scoring (0-100),…
F 27 35 0 0 81
30872
bap-microsoft
MCP Server containing tools to work with Microsoft Word document
F 27 35 0 0 81
30873
kitxor
Registry of Python AI/ML libraries: correct imports, quickstart code, and known…
F 27 35 0 0 81
30874
FINTRX-Inc
fintrx-mcp Claim
Bring FINTRX's family office and RIA intelligence into Claude.
F 27 35 0 0 81
30875
chetparker
UK Data API Claim
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
F 27 35 0 0 81
30876
elevation-ai
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
F 27 35 0 0 81
30877
srimisra
Pyth Hermes MCP — real-time price feeds and oracle data for DeFi agents.
F 27 35 0 0 81
30878
quack2025
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
F 27 35 0 0 81
30879
TheNightProject
MailJunky Claim
Send emails, track events, and manage contacts with MailJunky.
F 27 35 0 0 81
30880
junct-bot
coinbase-mcp Claim
Coinbase MCP server — 20 tools for AI agent integration. Hosted by Junct.
F 27 35 0 0 81
30881
AllocContext
AllocContext Claim
Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.
F 27 35 0 0 81
30882
zhuoxin.sun
test Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
F 27 35 0 0 81
30883
rftsngl
Track breaking news worldwide with granular filters for keywords, sources, coun…
F 27 35 0 0 81
30884
xrpl
AgentTrust Claim
Manage secure XRPL escrow vaults that automatically release payments upon verif…
F 27 35 0 0 81
30885
Kibetho
AI-powered SaaS tool discovery API. Search 150+ curated business tools and get …
F 27 35 0 0 81
30886
partstable
partsiq Claim
Parts research for IT hardware brokers: PN normalization, validation, and prici…
F 27 35 0 0 81
30887
linkbreakers-com
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
F 27 35 0 0 81
30888
BibekStha
Verified hardware specs for AI agents. GPUs, CPUs, PSUs with fuzzy matching.
F 27 35 0 0 81
30889
michalis.koutridis
diavgeia-mcp Claim
Browse and search decisions published on Greece’s Diavgeia transparency portal.…
F 27 35 0 0 81
30890
maxi-moss
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
F 27 35 0 0 81
30891
joshuaworth
estimations Claim
AI-powered job cost estimator for skilled trades with material and labor breakd…
F 27 35 0 0 81
30892
BraineeTech
sectora Claim
Threat intel + your scans/findings/Shield posture. CVE, EPSS, KEV, package vuln…
F 27 35 0 0 81
30893
chiaha-ai
QueueSim Claim
Run M/M/c queue simulations and four scenarios (call center, ER, coffee shop, s…
F 27 35 0 0 81
30894
Deesmo
63 production tools for AI agents — one API key, pay per call in USDC (x402) or…
F 27 35 0 0 81
30895
goatgaucho
TrustLayer Claim
Agent reputation scoring: trust scores, Sybil detection, cross-chain identity f…
F 27 35 0 0 81
30896
vitality82
Convert any URL to clean, LLM-ready Markdown
F 27 35 0 0 81
30897
chiaha-ai
ReliaSim Claim
Reliability and bottleneck simulation for manufacturing lines; run experiments,…
F 27 35 0 0 81
30898 F 27 35 0 0 81
30899
isakskogstad
OECD economic and statistical data via SDMX API. Access 5,000+ datasets across …
F 27 35 0 0 81
30900
mefta.sadat2
Find grocery products across Loblaw’s online catalog. Compare brands and sizes …
F 27 35 0 0 81
Showing 30851–30900 of 66549 servers
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