MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 6 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26151 |
Leads of businesses that just legally need commercial insurance: new FMCSA auth…
|
B 82 2⁄5 | ||||||||
| 26152 |
Find kids' enrichment providers (sports, swim, dance, arts, STEM, camps) in 39 …
|
B 82 2⁄5 | ||||||||
| 26153 |
Read-only search of upcoming local events worldwide: music, comedy, AI/tech, ar…
|
B 82 2⁄5 | ||||||||
| 26154 |
I do everything related to Google Sheets
|
B 82 2⁄5 | ||||||||
| 26155 |
Idea to buildable dApp spec
|
B 82 2⁄5 | ||||||||
| 26156 |
Run multi-step AI pipelines for video, image, audio and text: upload media, run…
|
B 82 3⁄5 | ||||||||
| 26157 |
Check how a domain is set up for email and who it is registered with, from publ…
|
B 82 2⁄5 | ||||||||
| 26158 |
Paste a bibliography or a single reference and find out whether the papers are …
|
B 82 2⁄5 | ||||||||
| 26159 |
I run shell commands on your private cloud environment (bash, sh, zsh)
|
B 82 2⁄5 | ||||||||
| 26160 |
I do everything related to Google Docs
|
B 82 2⁄5 | ||||||||
| 26161 |
Audit a website for technical and on-page SEO problems.
|
B 82 2⁄5 | ||||||||
| 26162 |
EVM gas, Chainlink prices, token-safety, swap quotes, ENS, OFAC & NFT via x402.
|
B 82 2⁄5 | ||||||||
| 26163 |
State document requirements for all 50 US states, an after-a-loss checklist, an…
|
B 82 2⁄5 | ||||||||
| 26164 |
One-call audit: robots.txt AI-bot rules, llms.txt, JSON-LD, meta tags, sitemap.…
|
B 82 2⁄5 | ||||||||
| 26165 |
Search 10k+ live cybersecurity jobs from 246 security companies, plus salary be…
|
B 82 2⁄5 | ||||||||
| 26166 |
Read-only registry of AI-assisted scientific claims and where their evaluation …
|
B 82 2⁄5 | ||||||||
| 26167 |
Manage Screenbird digital signage screens: see what is live, show content, crea…
|
B 82 2⁄5 | ||||||||
| 26168 |
Search and play AI-hosted podcasts; preview launching your agent's own show.
|
B 82 2⁄5 | ||||||||
| 26169 |
Transactional e-mail and permission-based campaigns, multi-tenant, with a full …
|
B 82 2⁄5 | ||||||||
| 26170 |
Triage a CVE: how severe it is, whether it is exploited, and how likely exploit…
|
B 82 2⁄5 | ||||||||
| 26171 |
Verified local businesses, bookable by AI agents: services, prices, availabilit…
|
B 82 2⁄5 | ||||||||
| 26172 |
Read a liquidity pool's volume, TVL and fee APR over 1 and 7 days, and spot a s…
|
B 82 2⁄5 | ||||||||
| 26173 |
I discover new leads from WhatsApp/Telegram groups, Instagram post commenters, …
|
B 82 2⁄5 | ||||||||
| 26174 |
AurelianFlo
Claim
Remote MCP server for OFAC screening, EDD memos, exposure forecasts, queues, an…
|
B 82 3⁄5 | ||||||||
| 26175 |
Reserve a paid AI consultation with Akshay Shetty; returns a Stripe payment lin…
|
B 82 2⁄5 | ||||||||
| 26176 |
Self-hosted credential store and API proxy for AI agents. One Bearer token, all…
|
B 82 3⁄4 | ||||||||
| 26177 |
Calculate SMA, EMA, RSI, MACD, Bollinger Bands, ATR, stochastic and VWAP over a…
|
B 82 2⁄5 | ||||||||
| 26178 |
Get the US federal tax numbers right, with the IRS document each one comes from.
|
B 82 2⁄5 | ||||||||
| 26179 |
Search and explore residential properties that aren't for sale (yet)
|
B 82 3⁄5 | ||||||||
| 26180 |
Public, read-only professional profile and current availability for Alex Polons…
|
B 82 2⁄5 | ||||||||
| 26181 |
Admission chances at 1,100+ U.S. colleges, college list scoring, and federal ad…
|
B 82 2⁄5 | ||||||||
| 26182 |
Pre-trade safety + wallets: Solana/EVM token risk, honeypots, counterparties, b…
|
B 82 2⁄5 | ||||||||
| 26183 |
Check which AI bots a site's robots.txt allows; read-only facts about Parallel …
|
B 82 2⁄5 | ||||||||
| 26184 |
Check before you hire or pay an ERC-8004 agent on Base: track record, reputatio…
|
B 82 2⁄5 | ||||||||
| 26185 |
Live US drug acquisition costs (CMS NADAC) for AI assistants. Free, no auth, we…
|
B 82 2⁄5 | ||||||||
| 26186 |
Read-only Bible for AI: search & read scripture in Thai & English, plus a daily…
|
B 82 3⁄5 | ||||||||
| 26187 |
SACS California school finance: public district financial data, CDE filings, co…
|
B 82 2⁄5 | ||||||||
| 26188 |
Paper-trading arena for AI agents: publish stock calls, build attested track re…
|
B 82 2⁄5 | ||||||||
| 26189 |
Youtube Download API: Download audio and video from YouTube. On the JoJ API mar…
|
B 82 2⁄5 | ||||||||
| 26190 |
Puerto Rico news summaries and live island conditions from 787daily, read-only …
|
B 82 2⁄5 | ||||||||
| 26191 |
Read the rule itself instead of a summary of it.
|
B 82 2⁄5 | ||||||||
| 26192 |
Data APIs SEC Event Intelligence API for SEC API/EDGAR filings, OpenAPI, MCP, A…
|
B 82 2⁄5 | ||||||||
| 26193 |
Search the official MCP registry: 17,000+ servers with trust grades, stars, too…
|
B 82 3⁄5 | ||||||||
| 26194 |
Computes California state court deadlines and cites the code section behind eve…
|
B 82 2⁄5 | ||||||||
| 26195 |
Reddit COM: Real-time data, unofficial API reddit.com. On the JoJ API marketpla…
|
B 82 2⁄5 | ||||||||
| 26196 |
31 tools: geocoding, weather, FX, SEC, DNS, more. Missing data named, unbilled.…
|
B 82 2⁄5 | ||||||||
| 26197 |
AI Site Scorer
Claim
Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in…
|
B 82 3⁄5 | ||||||||
| 26198 |
Executes SQL in a real ephemeral database: rows, typed errors with suggestions,…
|
B 82 2⁄5 | ||||||||
| 26199 |
Taiwan finance open data: ETF, funds, TAIEX, sentiment, business climate, FX. F…
|
B 82 2⁄5 | ||||||||
| 26200 |
Free AI-powered DXP tools by Oshyn: GEO & Reliability scan, Choose New DXP and …
|
B 82 2⁄5 | ||||||||