MCP Server Quality Scores
Independent quality analysis of 61045 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29251 |
Journi Travel
Claim
Personal AI travel agent. Points optimization, live flight/hotel/award search, …
|
F 30 3⁄5 | ||||||||
| 29252 |
Call-for-papers
Claim
The verified hub for conferences and journals. Powered by AI to match your scho…
|
F 30 3⁄5 | ||||||||
| 29253 |
mcp-nanobanana-pro
Claim
|
F 30 3⁄5 | ||||||||
| 29254 |
Padel Analyst
Claim
**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that co…
|
F 30 3⁄5 | ||||||||
| 29255 |
JHJ-email-mcp
Claim
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
|
F 30 3⁄5 | ||||||||
| 29256 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 29257 |
Developer Utilities
Claim
Streamline technical workflows with a comprehensive suite of data transformatio…
|
F 30 3⁄5 | ||||||||
| 29258 |
mcp-us-business-data
Claim
Search US business registrations, building permits, SEC filings, and federal co…
|
F 30 3⁄5 | ||||||||
| 29259 |
0pi
Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
|
F 30 3⁄5 | ||||||||
| 29260 |
AI-Moderated Interviews & Surveys via MCP (feedbk.ai)
Create smarter surveys a…
|
F 30 3⁄5 | ||||||||
| 29261 |
NWS Weather & Aviation
Claim
Access real-time US weather forecasts, alerts, radar, and station observations …
|
F 30 3⁄5 | ||||||||
| 29262 |
Tracking Time MCP
Claim
Query time entries, projects, tasks, and team productivity data from any AI ass…
|
F 30 3⁄5 | ||||||||
| 29263 |
atomictoolkit
Claim
Execute modular tasks with a collection of small, powerful utilities. Streamlin…
|
F 30 3⁄5 | ||||||||
| 29264 |
Multiplist
Claim
Multiplist is an IP vault with citations, acting as an interoperable source of …
|
F 30 3⁄5 | ||||||||
| 29265 |
LenderWiki
Claim
Query 13,000+ US consumer lenders with eligibility criteria, rates, CFPB compla…
|
F 30 3⁄5 | ||||||||
| 29266 |
ATOM — The Global Price Benchmark for AI Inference, delivered as a native tool …
|
F 30 3⁄5 | ||||||||
| 29267 |
Hosted storefront backend for AI agents: products, cart, Stripe + PayPal, deliv…
|
F 30 3⁄5 | ||||||||
| 29268 |
suba-1234
Claim
|
F 30 3⁄5 | ||||||||
| 29269 |
Cognitive Browser
Claim
105-tool browser automation with cognitive user simulation, visual testing, per…
|
F 30 3⁄5 | ||||||||
| 29270 |
Cantrip
Claim
Manage product strategy projects by tracking Ideal Customer Profiles, pain poin…
|
F 30 3⁄5 | ||||||||
| 29271 |
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
|
F 30 3⁄5 | ||||||||
| 29272 |
mlb-api-mcp-2033
Claim
|
F 30 3⁄5 | ||||||||
| 29273 |
Parsley
Claim
Query buyer intent signals, MEDDIC qualifications, and lead scores from your Pa…
|
F 30 3⁄5 | ||||||||
| 29274 |
Stealth Radar
Claim
Tracks tech news and web signals to identify unannounced product launches. Anal…
|
F 30 3⁄5 | ||||||||
| 29275 |
maslo-consulting
Claim
|
F 30 3⁄5 | ||||||||
| 29276 |
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
|
F 30 3⁄5 | ||||||||
| 29277 |
An MCP server that analyzes Trilogy AI Center of Excellence Substack publicatio…
|
F 29 3⁄4 | ||||||||
| 29278 |
Validate, extract, repair and generate French Factur-X / EN16931 invoices via A…
|
F 28 2⁄5 | ||||||||
| 29279 |
Give AI agents a phone: outbound AI calls that return a summary, transcript, an…
|
F 28 2⁄5 | ||||||||
| 29280 |
MCP server (stdio): repair broken/malformed JSON via the AgentForge API
|
F 28 2⁄5 | ||||||||
| 29281 |
Privacy-first website analytics MCP server for ezStats with analytics, SEO, goa…
|
F 28 2⁄5 | ||||||||
| 29282 |
Freelance business manager — clients, proposals, invoices, time tracking, scope…
|
F 28 2⁄5 | ||||||||
| 29283 |
MCP server (stdio): validate JSON against JSON Schema (draft-07 / 2020-12) via …
|
F 28 2⁄5 | ||||||||
| 29284 |
MCP server (stdio): fetch web pages as clean readable markdown via the AgentFor…
|
F 28 2⁄5 | ||||||||
| 29285 |
MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API
|
F 28 2⁄5 | ||||||||
| 29286 |
Read-only MCP for identity resolution and write guardrails.
|
F 28 2⁄5 | ||||||||
| 29287 |
MCP server (stdio): check if URLs are alive (status, redirects, latency) via th…
|
F 28 2⁄5 | ||||||||
| 29288 |
Linkbreakers MCP
Claim
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
|
F 27 3⁄5 | ||||||||
| 29289 |
Query professional profiles, search candidates, and get AI-powered summaries an…
|
F 27 3⁄5 | ||||||||
| 29290 |
US Census Bureau Data
Claim
Query US Census Bureau data: demographics, economics, and housing statistics.
|
F 27 3⁄5 | ||||||||
| 29291 |
trip-planner
Claim
AI-native trip planning with flights, activities, accommodations, tasks, and ma…
|
F 27 3⁄5 | ||||||||
| 29292 |
intentweave-mcp
Claim
Hosted MCP for verified B2B lead campaigns with success-only billing.
|
F 27 3⁄5 | ||||||||
| 29293 |
vest-mcp
Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
|
F 27 3⁄5 | ||||||||
| 29294 |
coinex_mcp_server
Claim
# CoinEx MCP Server
A Model Context Protocol (MCP) server that enables AI agen…
|
F 27 3⁄5 | ||||||||
| 29295 |
PILLAR GTM OS
Claim
AI-native GTM OS for B2B SaaS — account health, pipeline, renewals, territories…
|
F 27 3⁄5 | ||||||||
| 29296 |
partsiq
Claim
Parts research for IT hardware brokers: PN normalization, validation, and prici…
|
F 27 3⁄5 | ||||||||
| 29297 |
Inferventis MCP Server
Claim
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversio…
|
F 27 3⁄5 | ||||||||
| 29298 |
foundation-discovery
Claim
Foundation discovery and grant intelligence for nonprofits. 174K+ US funders, I…
|
F 27 3⁄5 | ||||||||
| 29299 |
mcp
Claim
GibsonAI MCP server: manage your databases with natural language
|
F 27 3⁄5 | ||||||||
| 29300 |
AI agent registry — search, discover, register, and connect agents via MCP.
|
F 27 3⁄5 | ||||||||