MCP Server Quality Scores

Independent quality analysis of 61045 public MCP servers

61045
Discovered
30005
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29301
mefta.sadat2
Find grocery products across Loblaw’s online catalog. Compare brands and sizes …
F 27 35 0 0 81
29302
isakskogstad
OECD economic and statistical data via SDMX API. Access 5,000+ datasets across …
F 27 35 0 0 81
29303
willform-ai
Deploy containers on Kubernetes with x402 billing. 9 workload types and source …
F 27 35 0 0 81
29304
vinaybhosle
agentstamp Claim
Trust intelligence for AI agents — identity stamps, reputation scoring (0-100),…
F 27 35 0 0 81
29305
lightbrushproject
162 AI agents for Solana crypto intelligence, wallets, and x402 micropayments.
F 27 35 0 0 81
29306
INSIDE-HAIR
Manage and automate your Google Meet workflows with enterprise-grade tools for …
F 27 35 0 0 81
29307
bundie
Bundie Claim
AI-powered DeFi yield routing. 13 tools + 5 prompts for yield discovery, risk a…
F 27 35 0 0 81
29308
pozymasika
Connects to PleaseRemind.com to allow read and write access to all your reminde…
F 27 35 0 0 81
29309
achilliesbot
EP AgentIAM Claim
AI agent execution safety via x402 micropayments: risk scoring, integrity, memo…
F 27 35 0 0 81
29310
Pink707Legendary
Explains why stocks moved. 'Why did Tesla drop?' 'What happened to NVDA?' S&P 5…
F 27 35 0 0 81
29311
Turaxia
Public Turaxia MCP surface for building localized draft bundles from supplier U…
F 27 35 0 0 81
29312
OjasKord
Bizfile MCP Claim
Company intelligence and sanctions screening across 130+ jurisdictions and 328 …
F 27 35 0 0 81
29313
haim-barad
drinkedin Claim
AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Voucher…
F 27 35 0 0 81
29314
qualityclouds
LiveCheck AI Claim
Secure MCP runtime server for scanning and autofixing code issues
F 27 35 0 0 81
29315
sirarchiemccarthy-oss
Deploy full-stack web apps with database, file storage, auth, and RBAC via a si…
F 27 35 0 0 81
29316
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
29317
genei
Genei Claim
Manage logistics operations by comparing shipping prices and creating shipments…
F 27 35 0 0 81
29318
BraineeTech
sectora Claim
Threat intel + your scans/findings/Shield posture. CVE, EPSS, KEV, package vuln…
F 27 35 0 0 81
29319
kevincogan
Demo server entry for local testing
F 27 35 0 0 81
29320
Apoth3osis-ai
agentpmt Claim
AI agent marketplace for automated employees, workflows, skills, and tool orche…
F 27 35 0 0 81
29321
justack-ai
rentershield Claim
Lease analysis: flag illegal/risky clauses by jurisdiction (ontario, bc, nyc, t…
F 27 35 0 0 81
29322
VestOSAI
vest-mcp Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
F 27 35 0 0 81
29323
BibekStha
Verified hardware specs for AI agents. GPUs, CPUs, PSUs with fuzzy matching.
F 27 35 0 0 81
29324
junct-bot
coinbase-mcp Claim
Coinbase MCP server — 20 tools for AI agent integration. Hosted by Junct.
F 27 35 0 0 81
29325
Taru0208
Search SEC EDGAR filings, financial statements, and company data.
F 27 35 0 0 81
29326
peterliu1212
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
F 27 35 0 0 81
29327
kitxor
Registry of Python AI/ML libraries: correct imports, quickstart code, and known…
F 27 35 0 0 81
29328
lassare-hq
Lassare Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
F 27 35 0 0 81
29329
ALDC-io
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
F 27 35 0 0 81
29330
filegraph
Extract text from documents, manipulate PDFs, and perform OCR on images.
F 27 35 0 0 81
29331
myAI_BDC
AI content creation for autonomous agents. Generate video scripts, images, an…
F 27 35 0 0 81
29332
astondg
trip-planner Claim
AI-native trip planning with flights, activities, accommodations, tasks, and ma…
F 27 35 0 0 81
29333
Taru0208
Access European statistics: GDP, unemployment, inflation, population data.
F 27 35 0 0 81
29334
moukati
Hosted MCP for verified B2B lead campaigns with success-only billing.
F 27 35 0 0 81
29335
speakmancip
speakmanai Claim
Multi-agent AI pipeline that generates professional Solution Architecture Docum…
F 27 35 0 0 81
29336
mudrex
MCP server for Mudrex futures trading enabling AI agents to securely access dat…
F 27 35 0 0 81
29337 F 27 35 0 0 81
29338
igormilovanovic
Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and m…
F 27 35 0 0 81
29339
vitality82
Convert any URL to clean, LLM-ready Markdown
F 27 35 0 0 81
29340
Taru0208
Query US Census Bureau data: demographics, economics, and housing statistics.
F 27 35 0 0 81
29341
clauxel
Remote MCP for C2PA intake verifier MCP, structured receipts, audit logs, and r…
F 27 35 0 0 81
29342
wordlift
mcp-server Claim
Knowledge Graph, GraphQL, GS1 Digital Link and SEO tools for semantic content o…
F 27 35 0 0 81
29343
generalintelligencecapital
Private credit intelligence: company search, credit models, IC memos, and live …
F 27 35 0 0 81
29344
webalys-hq
The Streamline MCP Server allow users to search, and download assets in PNG or …
F 27 35 0 0 81
29345
pipeworx-io
Pharma Intel Claim
Pharma Intel MCP — Compound tools that chain ClinicalTrials.gov,
F 27 35 0 0 81
29346
example
Provides metadata information to AI agents through the search API.
F 27 35 0 0 81
29347
joshuaworth
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
F 27 35 0 0 81
29348
Taru0208
Search 150M+ academic works, journals, and funders via Crossref API.
F 27 35 0 0 81
29349
bap-microsoft
MCP Server containing tools to work with Microsoft Word document
F 27 35 0 0 81
29350
jupediaz
TubExperto Claim
Personal YouTube AI knowledge base powered by RAG. Query your subscribed YouTub…
F 27 35 0 0 81
Showing 29301–29350 of 61045 servers
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