MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30851 |
deplyed_mcp
Claim
Provide a brief overview of what this integrates and the primary benefit to use…
|
F 27 3⁄5 | ||||||||
| 30852 |
speakmanai
Claim
Multi-agent AI pipeline that generates professional Solution Architecture Docum…
|
F 27 3⁄5 | ||||||||
| 30853 |
Rephonic
Claim
Research 3M+ podcasts with audience data, contacts, episodes, transcripts, char…
|
F 27 3⁄5 | ||||||||
| 30854 |
vsfclub5
Claim
|
F 27 3⁄5 | ||||||||
| 30855 |
MCP server for the Inistate platform: module discovery, entry management, and a…
|
F 27 3⁄5 | ||||||||
| 30856 |
cosync-remote
Claim
Knowledge graph ingestion, entity search, ontology analysis, and CoSync scoring.
|
F 27 3⁄5 | ||||||||
| 30857 |
Bizfile MCP
Claim
Company intelligence and sanctions screening across 130+ jurisdictions and 328 …
|
F 27 3⁄5 | ||||||||
| 30858 |
Dot - AI Data Analyst
Claim
Ask data questions in natural language. Get SQL, insights, and charts from your…
|
F 27 3⁄5 | ||||||||
| 30859 |
agentic_commerce
Claim
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
|
F 27 3⁄5 | ||||||||
| 30860 |
KeyID
Claim
Signup sessions, browser continuity, email, SMS, and OTP/TOTP infrastructure fo…
|
F 27 3⁄5 | ||||||||
| 30861 |
Google Calendar and Meet
Claim
Manage and automate your Google Meet workflows with enterprise-grade tools for …
|
F 27 3⁄5 | ||||||||
| 30862 |
MCP server for Monika Skorykow workshops - browse prices and promotions
|
F 27 3⁄5 | ||||||||
| 30863 |
agent-press
Claim
Agent Press: news MCP server streaming company headlines
|
F 27 3⁄5 | ||||||||
| 30864 |
Crypto futures math: PnL, liquidation, position sizing, carry trade. 19 tools. …
|
F 27 3⁄5 | ||||||||
| 30865 |
Ansvar: US Law
Claim
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier.
|
F 27 3⁄5 | ||||||||
| 30866 |
AI agent registry — search, discover, register, and connect agents via MCP.
|
F 27 3⁄5 | ||||||||
| 30867 |
Gemina
Claim
Extract, search and tag any document: invoices, receipts, contracts, templates.…
|
F 27 3⁄5 | ||||||||
| 30868 |
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
|
F 27 3⁄5 | ||||||||
| 30869 |
MCP Validator
Claim
Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqu…
|
F 27 3⁄5 | ||||||||
| 30870 |
vsfclub4
Claim
|
F 27 3⁄5 | ||||||||
| 30871 |
agentstamp
Claim
Trust intelligence for AI agents — identity stamps, reputation scoring (0-100),…
|
F 27 3⁄5 | ||||||||
| 30872 |
Work IQ Word MCP Server
Claim
MCP Server containing tools to work with Microsoft Word document
|
F 27 3⁄5 | ||||||||
| 30873 |
checklist.day Registry
Claim
Registry of Python AI/ML libraries: correct imports, quickstart code, and known…
|
F 27 3⁄5 | ||||||||
| 30874 |
fintrx-mcp
Claim
Bring FINTRX's family office and RIA intelligence into Claude.
|
F 27 3⁄5 | ||||||||
| 30875 |
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
|
F 27 3⁄5 | ||||||||
| 30876 |
Kiosk Builder
Claim
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
|
F 27 3⁄5 | ||||||||
| 30877 |
pyth-hermes-mcp
Claim
Pyth Hermes MCP — real-time price feeds and oracle data for DeFi agents.
|
F 27 3⁄5 | ||||||||
| 30878 |
Talk2Data InsightGenius
Claim
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
|
F 27 3⁄5 | ||||||||
| 30879 |
MailJunky
Claim
Send emails, track events, and manage contacts with MailJunky.
|
F 27 3⁄5 | ||||||||
| 30880 |
coinbase-mcp
Claim
Coinbase MCP server — 20 tools for AI agent integration. Hosted by Junct.
|
F 27 3⁄5 | ||||||||
| 30881 |
AllocContext
Claim
Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.
|
F 27 3⁄5 | ||||||||
| 30882 |
test
Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
|
F 27 3⁄5 | ||||||||
| 30883 |
Mediastack News
Claim
Track breaking news worldwide with granular filters for keywords, sources, coun…
|
F 27 3⁄5 | ||||||||
| 30884 |
AgentTrust
Claim
Manage secure XRPL escrow vaults that automatically release payments upon verif…
|
F 27 3⁄5 | ||||||||
| 30885 |
SaaSforIT Directory
Claim
AI-powered SaaS tool discovery API. Search 150+ curated business tools and get …
|
F 27 3⁄5 | ||||||||
| 30886 |
partsiq
Claim
Parts research for IT hardware brokers: PN normalization, validation, and prici…
|
F 27 3⁄5 | ||||||||
| 30887 |
Linkbreakers MCP
Claim
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
|
F 27 3⁄5 | ||||||||
| 30888 |
Verified hardware specs for AI agents. GPUs, CPUs, PSUs with fuzzy matching.
|
F 27 3⁄5 | ||||||||
| 30889 |
diavgeia-mcp
Claim
Browse and search decisions published on Greece’s Diavgeia transparency portal.…
|
F 27 3⁄5 | ||||||||
| 30890 |
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
|
F 27 3⁄5 | ||||||||
| 30891 |
estimations
Claim
AI-powered job cost estimator for skilled trades with material and labor breakd…
|
F 27 3⁄5 | ||||||||
| 30892 |
sectora
Claim
Threat intel + your scans/findings/Shield posture. CVE, EPSS, KEV, package vuln…
|
F 27 3⁄5 | ||||||||
| 30893 |
QueueSim
Claim
Run M/M/c queue simulations and four scenarios (call center, ER, coffee shop, s…
|
F 27 3⁄5 | ||||||||
| 30894 |
arch-tools-mcp
Claim
63 production tools for AI agents — one API key, pay per call in USDC (x402) or…
|
F 27 3⁄5 | ||||||||
| 30895 |
TrustLayer
Claim
Agent reputation scoring: trust scores, Sybil detection, cross-chain identity f…
|
F 27 3⁄5 | ||||||||
| 30896 |
Plain Markdown
Claim
Convert any URL to clean, LLM-ready Markdown
|
F 27 3⁄5 | ||||||||
| 30897 |
ReliaSim
Claim
Reliability and bottleneck simulation for manufacturing lines; run experiments,…
|
F 27 3⁄5 | ||||||||
| 30898 | F 27 3⁄5 | |||||||||
| 30899 |
OECD MCP Server
Claim
OECD economic and statistical data via SDMX API. Access 5,000+ datasets across …
|
F 27 3⁄5 | ||||||||
| 30900 |
Loblaw Grocery Search
Claim
Find grocery products across Loblaw’s online catalog. Compare brands and sizes …
|
F 27 3⁄5 | ||||||||