MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 33201 |
Explore your Userbrain user test data, summarize feedback, and uncover actionab…
|
F 26 3⁄5 | ||||||||
| 33202 |
Sales research and prep tools for B2B reps. Prospect briefs, angles, citations.
|
F 26 3⁄5 | ||||||||
| 33203 |
MCP server for querying and analyzing data from ad platforms, analytics tools, …
|
F 26 3⁄5 | ||||||||
| 33204 |
Construction takeoffs, routes and schedules; PDF to CAD; floor plan to 3D dollh…
|
F 26 3⁄5 | ||||||||
| 33205 |
dobby
Claim
Connect, monitor, and control AI agents — tasks, approvals, schedules, and gove…
|
F 26 3⁄5 | ||||||||
| 33206 |
Verify Thai bank transfer slips: amount, receiver, date, and duplicate reuse vi…
|
F 26 3⁄5 | ||||||||
| 33207 |
Clip Twitch, YouTube and Kick VODs, rank moments by viral score and schedule po…
|
F 26 3⁄5 | ||||||||
| 33208 |
Build, deploy, and host full-stack web apps from any MCP client. DB, auth, stor…
|
F 26 3⁄5 | ||||||||
| 33209 |
Governed company knowledge over MCP. Synthetic read-only demo; customer Atlas b…
|
F 26 3⁄5 | ||||||||
| 33210 |
The marketplace where agents don't just use tools — they build, publish, and co…
|
F 26 3⁄5 | ||||||||
| 33211 |
Connect your MetaTrader 5 accounts to Claude: trading, market data, account man…
|
F 26 3⁄5 | ||||||||
| 33212 |
Read-only MCP over the LivingMeta AI-in-Research corpus: 12,400 papers, gaps, p…
|
F 26 3⁄5 | ||||||||
| 33213 |
SEO, competitor and AI-search data, plus blog management — draft, schedule and …
|
F 26 3⁄5 | ||||||||
| 33214 |
Real-time B2B buying signals on your target accounts: funding, hiring, leadersh…
|
F 26 3⁄5 | ||||||||
| 33215 |
Book, reschedule, and cancel home services (cleaning, lawn, snow) via phone OTP…
|
F 26 3⁄5 | ||||||||
| 33216 |
Read-only financial facts from SEC/EU/KR filings: tickers, periods, report line…
|
F 26 3⁄5 | ||||||||
| 33217 |
A persistent AI self you own — memory, persona, judgment — portable across all …
|
F 26 3⁄5 | ||||||||
| 33218 |
Ask about your deals, pace to target, and team odds from Stratyfix. Read only, …
|
F 26 3⁄5 | ||||||||
| 33219 |
Forecasts, climate history, severe alerts by location — for outdoor-event plann…
|
F 26 3⁄5 | ||||||||
| 33220 |
Search Brazilian case law from federal and state courts with verified decisions…
|
F 26 3⁄5 | ||||||||
| 33221 |
Katalon TestOps Model Context Protocol (MCP) server
|
F 26 3⁄5 | ||||||||
| 33222 |
Search GitHub, npm, PyPI, StackOverflow, ArXiv from one MCP — built for coding …
|
F 26 3⁄5 | ||||||||
| 33223 |
Invoicing you drive by talking to your AI: log time, raise invoices and track w…
|
F 26 3⁄5 | ||||||||
| 33224 |
Historis keeps track of what happened — so you and your AI are never out of syn…
|
F 26 3⁄5 | ||||||||
| 33225 |
The first MCP server for physical mail: send postcards and letters, manage list…
|
F 26 3⁄5 | ||||||||
| 33226 |
Turn any recording or document into notes, flashcards and quizzes your agent ca…
|
F 26 3⁄5 | ||||||||
| 33227 |
Calculate Human Design bodygraph charts, save people, compare charts, and analy…
|
F 26 3⁄5 | ||||||||
| 33228 |
Post & schedule to 32+ networks: X, Facebook, Instagram, Threads, LinkedIn, Tik…
|
F 26 3⁄5 | ||||||||
| 33229 |
Detect whether an image is AI-generated or real, with an AI-probability score a…
|
F 26 3⁄5 | ||||||||
| 33230 |
Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & …
|
F 26 3⁄5 | ||||||||
| 33231 |
Authenticated remote MCP server for Turrior.
|
F 26 3⁄5 | ||||||||
| 33232 |
AI infrastructure for Australian civil construction. Public procurement data an…
|
F 26 3⁄5 | ||||||||
| 33233 |
Conversational access to advertising performance data, creative analysis, and c…
|
F 26 3⁄5 | ||||||||
| 33234 |
Trip planning for nomadic families: multi-stop trips, Schengen/visa, climate, d…
|
F 26 3⁄5 | ||||||||
| 33235 |
Live and historical NBA/NFL/NHL data — fantasy bots, content sites, betting res…
|
F 26 3⁄5 | ||||||||
| 33236 |
CoinGecko-backed live prices, market caps, DeFi metrics — no per-user API key n…
|
F 26 3⁄5 | ||||||||
| 33237 |
Browse, search, rename, and favorite your Tolstoy media library from any AI cli…
|
F 26 3⁄5 | ||||||||
| 33238 |
ThousandEyes MCP Server for network intelligence: outages, anomalies, alerts, e…
|
F 26 3⁄5 | ||||||||
| 33239 |
The CloudBees Unify MCP server for managing Feature Management,CI/CD,Release Or…
|
F 26 3⁄5 | ||||||||
| 33240 |
Create AI images and videos, manage projects and credits, and use workspace cam…
|
F 26 3⁄5 | ||||||||
| 33241 |
Nonprofit fund accounting your AI agent helps you run — read the books and post…
|
F 26 3⁄5 | ||||||||
| 33242 |
Identify companies visiting your website: organisations, contacts, segments, ta…
|
F 26 3⁄5 | ||||||||
| 33243 |
Instagram/TikTok/Facebook audience analysis: public post timelines, engagement,…
|
F 26 3⁄5 | ||||||||
| 33244 |
MileMaker MCP server provides mapping services for commercial transportation.
|
F 26 3⁄5 | ||||||||
| 33245 |
Govern proposed Action Cards with Decision Receipts before developer-owned exec…
|
F 26 3⁄5 | ||||||||
| 33246 |
Search, access, and get insights on your Amplitude data
|
F 26 3⁄5 | ||||||||
| 33247 |
Extract structured data points from research papers and other documents with an…
|
F 26 3⁄5 | ||||||||
| 33248 |
Choir management for AI assistants: events, RSVP, announcements and sheet music…
|
F 26 3⁄5 | ||||||||
| 33249 |
The MCP gateway with an EU-hosted, persistent memory layer that shrinks your to…
|
F 26 3⁄5 | ||||||||
| 33250 |
GDPR-compliant calendar access for AI assistants. Google, Microsoft 365, Apple …
|
F 26 3⁄5 | ||||||||