MCP Server Quality Scores
Independent quality analysis of 60996 public MCP servers
Last updated 3 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28201 |
Search and enrich B2B people & companies — 70+ filters (funding, linkedin, indu…
|
F 34 2⁄5 | ||||||||
| 28202 |
Semantic context compression and cognitive memory layer for LLM swarms.
|
F 34 2⁄5 | ||||||||
| 28203 |
Cross-source news (AP, BBC, NPR, HN, Google News) with topic filtering and dedu…
|
F 34 2⁄5 | ||||||||
| 28204 |
On-chain toxicity and spam transaction detector for Web3 wallets.
|
F 34 2⁄5 | ||||||||
| 28205 |
NexaLink digital business card & personal CRM — edit your card and capture cont…
|
F 34 2⁄5 | ||||||||
| 28206 |
Render HTML and CSS to PNG images over HTTP. Send HTML and CSS and get a PNG ba…
|
F 34 2⁄5 | ||||||||
| 28207 |
An MCP server that provides access to the Online Shops in the esst.bio network
|
F 34 2⁄5 | ||||||||
| 28208 |
Register an artifact delivery route
|
F 34 2⁄5 | ||||||||
| 28209 |
ArXiv preprints + Google Scholar papers, with citation counts in one query.
|
F 34 2⁄5 | ||||||||
| 28210 |
Live verified resort snow, forecasts, powder search, trip planning & grounded Q…
|
F 34 2⁄5 | ||||||||
| 28211 |
Give your AI agent a memory and body on your iPhone: set alarms, ring your phon…
|
F 34 2⁄5 | ||||||||
| 28212 |
Generate QR codes with custom colors, logos, vCards, and WiFi configs.
|
F 34 2⁄5 | ||||||||
| 28213 |
Manage Endlss ambassador programs: sellers, offers, invites, messaging, and ana…
|
F 34 2⁄5 | ||||||||
| 28214 |
On-chain blockchain data for AI agents across Ethereum, Bitcoin, and Hyperliqui…
|
F 34 2⁄5 | ||||||||
| 28215 |
Description of my MCP server
|
F 34 2⁄5 | ||||||||
| 28216 |
Screen a name against the U.S. Treasury OFAC SDN list. Information, not a compl…
|
F 34 2⁄5 | ||||||||
| 28217 |
The AI orchestration agent for modern software teams.
|
F 34 2⁄5 | ||||||||
| 28218 |
Generate AI talking-head videos with custom characters and voices.
|
F 34 2⁄5 | ||||||||
| 28219 |
AI agent directory — search and compare 120+ agents across 12 categories.
|
F 34 2⁄5 | ||||||||
| 28220 |
CRM for VC fundraising. Pipeline, Gmail drafts, deck signals, VC intel — from y…
|
F 34 2⁄5 | ||||||||
| 28221 |
An MCP Server enables AI assistants to autonomously test, debug, and validate w…
|
F 34 2⁄5 | ||||||||
| 28222 |
Browse, search, upload, tag, transfer, and delete images in your Raster librari…
|
F 34 2⁄5 | ||||||||
| 28223 |
Cross-platform social media intelligence. Trend volume and growth signals. Free…
|
F 34 2⁄5 | ||||||||
| 28224 |
Aspire Learning MCP — browse courses, chapters, lessons, and import LaTeX quizz…
|
F 34 2⁄5 | ||||||||
| 28225 |
GitHub repository vectorizer and context synthesizer for RAG pipelines.
|
F 34 2⁄5 | ||||||||
| 28226 |
US macro & Treasury data — FRED series, yield curve, auctions, and a macro dash…
|
F 34 2⁄5 | ||||||||
| 28227 |
Create AWS cost estimates and shareable AWS Pricing Calculator URLs.
|
F 34 2⁄5 | ||||||||
| 28228 |
Ask your AI about the markets: filings, insider & congress trades, fund flows, …
|
F 34 2⁄5 | ||||||||
| 28229 |
Neutral referee for legal-AI output: flags orphan quotes and uncited claims. No…
|
F 34 2⁄5 | ||||||||
| 28230 |
Multi-agent coordination protocol on Solana. Swarm formation, on-chain settleme…
|
F 34 2⁄5 | ||||||||
| 28231 |
Automated API pentesting and structural fuzzing proxy.
|
F 34 2⁄5 | ||||||||
| 28232 |
Radio frequency database: FM, AM, shortwave, TV, ham, weather, emergency alerts…
|
F 34 2⁄5 | ||||||||
| 28233 |
Studio de mastering MB Mastering (Paris) : services, tarifs, infos studio, FAQ …
|
F 34 2⁄5 | ||||||||
| 28234 |
Real-time stock quotes, company info, historical prices, and market movers.
|
F 34 2⁄5 | ||||||||
| 28235 |
MCP observability. Query live traffic, errors, duration, and alerts from your A…
|
F 34 2⁄5 | ||||||||
| 28236 |
MCP droit & fiscalite francais : 76 codes, jurisprudence, BOFiP. LexIA Juris, E…
|
F 34 2⁄5 | ||||||||
| 28237 |
Stablecoin Yield Index (SYX) and live USDC vault APYs across Ethereum, Base, Ar…
|
F 34 2⁄5 | ||||||||
| 28238 |
Find clinical trials overdue on legally required results reporting, by sponsor …
|
F 34 2⁄5 | ||||||||
| 28239 |
Solve linear and mixed-integer optimization (LP/MIP) problems.
|
F 34 2⁄5 | ||||||||
| 28240 |
PDF and document extraction via Google Document AI. Free trial available.
|
F 34 2⁄5 | ||||||||
| 28241 |
Industrial intelligence for AI agents. Conviction scores and diligence for 10,0…
|
F 34 2⁄5 | ||||||||
| 28242 |
Real-time Twitter/X data miner and sentiment parser for autonomous bots.
|
F 34 2⁄5 | ||||||||
| 28243 |
Manage phone numbers, SMS/MMS, voicemail, faxing, and call routing for your VoI…
|
F 34 2⁄5 | ||||||||
| 28244 |
Truth-validated, SHA-512-sealed AI memory for Claude & Cursor. Free tier, OAuth…
|
F 34 2⁄5 | ||||||||
| 28245 |
Build and manage your design system with AI: tokens, themes, components, icons,…
|
F 34 2⁄5 | ||||||||
| 28246 |
Log a client communication recipient
|
F 34 2⁄5 | ||||||||
| 28247 |
Build zero-shot video models for object detection, and category and attribute c…
|
F 34 2⁄5 | ||||||||
| 28248 |
Single-property deep-dive: history, price/sqft, days-on-market, comps from a Re…
|
F 34 2⁄5 | ||||||||
| 28249 |
The Balanced Investor Club — The thinking companion for the markets. (MCP · Apr…
|
F 34 2⁄5 | ||||||||
| 28250 |
VAT Validator solving Brazil 2026 Alphanumeric shift. Supports high-precision E…
|
F 34 2⁄5 | ||||||||