MCP Server Quality Scores
Independent quality analysis of 64827 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29951 |
luviner
Claim
13 neural engines for time-series anomaly detection, classification, and root c…
|
F 27 3⁄5 | ||||||||
| 29952 |
coinbase-mcp
Claim
Coinbase MCP server — 20 tools for AI agent integration. Hosted by Junct.
|
F 27 3⁄5 | ||||||||
| 29953 |
Iteration Layer
Claim
Composable APIs for document extraction, image transformation, and document & s…
|
F 27 3⁄5 | ||||||||
| 29954 |
AI-powered calorie tracking with photo recognition, barcode scanning, and voice…
|
F 27 3⁄5 | ||||||||
| 29955 |
entity-mcp
Claim
Access 30+ AI agent essays, CLAUDE.md generator, and readiness assessments.
|
F 27 3⁄5 | ||||||||
| 29956 |
gas-library-hub
Claim
Search and discover Google Apps Script libraries with AI-generated summaries
|
F 27 3⁄5 | ||||||||
| 29957 |
WhichModel
Claim
Cost-optimized LLM model routing recommendations for autonomous AI agents
|
F 27 3⁄5 | ||||||||
| 29958 |
Tenant Builder
Claim
Provision new tenants with admin setup and initial document templates. Add docu…
|
F 27 3⁄5 | ||||||||
| 29959 |
Mediastack News
Claim
Track breaking news worldwide with granular filters for keywords, sources, coun…
|
F 27 3⁄5 | ||||||||
| 29960 |
test
Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
|
F 27 3⁄5 | ||||||||
| 29961 |
fermi
Claim
Calibrated probability distributions from natural-language questions via REST a…
|
F 27 3⁄5 | ||||||||
| 29962 |
Updated 9-16-25 Fixed EV issues Connections should be solid! v3.1.0
GREAT NEWS:…
|
F 27 3⁄5 | ||||||||
| 29963 |
cdgcsearchmetadata
Claim
Provides metadata information to AI agents through the search API.
|
F 27 3⁄5 | ||||||||
| 29964 |
Konstruct
Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
|
F 27 3⁄5 | ||||||||
| 29965 |
college-baseball
Claim
Live NCAA DI college baseball scores, standings, schedules, rankings, and saber…
|
F 27 3⁄5 | ||||||||
| 29966 |
deplyed_mcp
Claim
Provide a brief overview of what this integrates and the primary benefit to use…
|
F 27 3⁄5 | ||||||||
| 29967 |
US Census Bureau Data
Claim
Query US Census Bureau data: demographics, economics, and housing statistics.
|
F 27 3⁄5 | ||||||||
| 29968 |
Model ID Cheatsheet
Claim
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
|
F 27 3⁄5 | ||||||||
| 29969 |
Crypto futures math: PnL, liquidation, position sizing, carry trade. 19 tools. …
|
F 27 3⁄5 | ||||||||
| 29970 |
The Microsoft Learn MCP Server is a remote MCP Server that enables clients like…
|
F 27 3⁄5 | ||||||||
| 29971 |
test
Claim
test
|
F 27 3⁄5 | ||||||||
| 29972 |
mcp
Claim
GibsonAI MCP server: manage your databases with natural language
|
F 27 3⁄5 | ||||||||
| 29973 |
coinex_mcp_server
Claim
# CoinEx MCP Server
A Model Context Protocol (MCP) server that enables AI agen…
|
F 27 3⁄5 | ||||||||
| 29974 |
0xHumans Protocol MCP
Claim
MCP for AI agents: financing, skills, lending on Base
|
F 27 3⁄5 | ||||||||
| 29975 |
document-processing
Claim
Extract text from documents, manipulate PDFs, and perform OCR on images.
|
F 27 3⁄5 | ||||||||
| 29976 |
vest-mcp
Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
|
F 27 3⁄5 | ||||||||
| 29977 |
TubExperto
Claim
Personal YouTube AI knowledge base powered by RAG. Query your subscribed YouTub…
|
F 27 3⁄5 | ||||||||
| 29978 |
drinkedin
Claim
AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Voucher…
|
F 27 3⁄5 | ||||||||
| 29979 |
MailJunky
Claim
Send emails, track events, and manage contacts with MailJunky.
|
F 27 3⁄5 | ||||||||
| 29980 |
63 MCP tools for loyalty programs, rewards, and member operations with HITL app…
|
F 27 3⁄5 | ||||||||
| 29981 |
Instant MCP hosting for AI-generated web content. Publish HTML/CSS/JS, get a li…
|
F 27 3⁄5 | ||||||||
| 29982 |
estimations
Claim
AI-powered job cost estimator for skilled trades with material and labor breakd…
|
F 27 3⁄5 | ||||||||
| 29983 |
Monitor websites, APIs and services with 44 tools across 22 protocols
|
F 27 2⁄5 | ||||||||
| 29984 |
claude-context-bridge
Claim
Share context and questions between Claude instances — VS Code, claude.ai web, …
|
F 27 3⁄5 | ||||||||
| 29985 |
Private credit intelligence: company search, credit models, IC memos, and live …
|
F 27 3⁄5 | ||||||||
| 29986 |
ReliaSim
Claim
Reliability and bottleneck simulation for manufacturing lines; run experiments,…
|
F 27 3⁄5 | ||||||||
| 29987 |
fs-prospecting
Claim
|
F 27 3⁄5 | ||||||||
| 29988 |
partsiq
Claim
Parts research for IT hardware brokers: PN normalization, validation, and prici…
|
F 27 3⁄5 | ||||||||
| 29989 |
Inferventis MCP Server
Claim
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversio…
|
F 27 3⁄5 | ||||||||
| 29990 |
Signal Synthesis
Claim
Access real-time market data and historical financial records from multiple fin…
|
F 27 3⁄5 | ||||||||
| 29991 |
ZUGFeRD Validator
Claim
Validiert E-Rechnungen (ZUGFeRD/Factur-X, XRechnung) gegen EN 16931 mit Korrekt…
|
F 27 3⁄5 | ||||||||
| 29992 |
Retirement planning for Canada & US. CPP/OAS, Social Security, RRSP/TFSA, 401k/…
|
F 27 3⁄5 | ||||||||
| 29993 |
MCP Validator
Claim
Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqu…
|
F 27 3⁄5 | ||||||||
| 29994 |
Publish markdown documents as public share links with mermaid diagrams. Built b…
|
F 27 3⁄5 | ||||||||
| 29995 |
Generate on-brand content, manage leads, and run outreach across 6 channels fro…
|
F 27 3⁄5 | ||||||||
| 29996 |
priceapi_mcp
Claim
|
F 27 3⁄5 | ||||||||
| 29997 |
Ansvar: US Law
Claim
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier.
|
F 27 3⁄5 | ||||||||
| 29998 |
talent-ecosystem
Claim
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
|
F 27 3⁄5 | ||||||||
| 29999 |
Remote MCP server for China brand visibility, destination demand, and KOL disco…
|
F 27 3⁄5 | ||||||||
| 30000 |
Classification service to seamlessly retrieve SOC codes for job titles and desc…
|
F 27 3⁄5 | ||||||||