MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28451 |
Multi-asset whale forensics: BTC, ETH, SOL, USDT, tokenized gold. 45 tools, fre…
|
F 34 2⁄5 | ||||||||
| 28452 |
Curated design references for AI — real CSS values, typography specs, and color…
|
F 34 2⁄5 | ||||||||
| 28453 |
小红书/Xiaohongshu/XHS/RedNote note search, hot list, details, comments/replies, c…
|
F 34 2⁄5 | ||||||||
| 28454 |
Unified MCP gateway to Algeria TKAWEN ecosystem: commerce, certification and AI…
|
F 34 2⁄5 | ||||||||
| 28455 |
Real-time SBIR, CSO & BAA opportunities from DSIP, SAM.gov, Grants.gov & more —…
|
F 34 2⁄5 | ||||||||
| 28456 |
Play a legendary text adventure by talking to your AI — no commands to memorize…
|
F 34 2⁄5 | ||||||||
| 28457 |
AI evaluation and observability platform — query experiments, logs, datasets, a…
|
F 34 2⁄5 | ||||||||
| 28458 |
Centralized note store across AI clients: Claude, ChatGPT, Cursor, Codex, Winds…
|
F 34 2⁄5 | ||||||||
| 28459 |
Exposes tools for querying subscriptions and billing data from the INFO-Subscri…
|
F 34 2⁄5 | ||||||||
| 28460 |
Turn your app idea into IA, wireframes, PRD, style guides, and dev specs for co…
|
F 34 2⁄5 | ||||||||
| 28461 |
Turn a written schedule into a live calendar link people subscribe to in Apple,…
|
F 34 2⁄5 | ||||||||
| 28462 |
Search jobs, manage resumes, and track applications on Qarera from your AI chat…
|
F 34 2⁄5 | ||||||||
| 28463 |
Eventify MCP server — manage events, attendees, sessions, speakers, sponsors, a…
|
F 34 2⁄5 | ||||||||
| 28464 |
Find substance abuse and mental health treatment facilities
|
F 34 2⁄5 | ||||||||
| 28465 |
AI agents use CalmBoard MCP to access board data, tasks, insights, and project …
|
F 34 2⁄5 | ||||||||
| 28466 |
Give Claude an honest self-model — behavioral tendencies built from evidence, n…
|
F 34 2⁄5 | ||||||||
| 28467 |
Paid remote MCP for governed database query review, SQL simulation, approvals, …
|
F 34 2⁄5 | ||||||||
| 28468 |
Paid remote MCP for server intake risk reports, tool review, approvals, and rea…
|
F 34 2⁄5 | ||||||||
| 28469 |
Sovereign E2E cloud storage for AI agents. Zero-knowledge, RGPD-compliant.
|
F 34 2⁄5 | ||||||||
| 28470 |
AI-native used car marketplace. 145K+ vehicles, 4300+ dealers, 13 US states, 20…
|
F 34 2⁄5 | ||||||||
| 28471 |
Configure, price, and quote with Veles CPQ
|
F 34 2⁄5 | ||||||||
| 28472 |
Connect Google Analytics to ChatGPT. Query GA4 data in plain English and get in…
|
F 34 2⁄5 | ||||||||
| 28473 |
ArXiv preprints + Google Scholar papers, with citation counts in one query.
|
F 34 2⁄5 | ||||||||
| 28474 |
Manage your Lnk.Bio page through AI: links, pages, themes, social icons, and mo…
|
F 34 2⁄5 | ||||||||
| 28475 |
Local bounty-feed index: Bountycaster/Dework/Superteam/Algora/Sherlock/GitHub b…
|
F 34 2⁄5 | ||||||||
| 28476 |
Qualitative research platform. Design studies, analyze interviews, and generate…
|
F 34 2⁄5 | ||||||||
| 28477 |
Cold email, email warmup, LinkedIn outreach, and B2B lead database via MCP.
|
F 34 2⁄5 | ||||||||
| 28478 |
Hosted MCP server for inbox health, reporting, and warmup operations.
|
F 34 2⁄5 | ||||||||
| 28479 |
Automated Remotion audiovisual production and render controller.
|
F 34 2⁄5 | ||||||||
| 28480 |
Real-time stock quotes, company info, historical prices, and market movers.
|
F 34 2⁄5 | ||||||||
| 28481 |
Multi-agent governance: task orchestration, compliance, decision validation, an…
|
F 34 2⁄5 | ||||||||
| 28482 |
Radio frequency database: FM, AM, shortwave, TV, ham, weather, emergency alerts…
|
F 34 2⁄5 | ||||||||
| 28483 |
Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, str…
|
F 34 2⁄5 | ||||||||
| 28484 |
Conversational access to advertising performance data, creative analysis, and c…
|
F 34 2⁄5 | ||||||||
| 28485 |
CoinGecko-backed live prices, market caps, DeFi metrics — no per-user API key n…
|
F 34 2⁄5 | ||||||||
| 28486 |
Enterprise SQL query optimizer and performance analyzer.
|
F 34 2⁄5 | ||||||||
| 28487 |
Bioinformatics and genomic sequence parser for clinical research.
|
F 34 2⁄5 | ||||||||
| 28488 |
Financial data, credit scores, and economic indicators for 14,800+ U.S. municip…
|
F 34 2⁄5 | ||||||||
| 28489 |
Search, save, organize, cook, and share recipes with any AI assistant.
|
F 34 2⁄5 | ||||||||
| 28490 |
YouTube video search with transcript extraction as first-class output.
|
F 34 2⁄5 | ||||||||
| 28491 |
MCP server for the BuyerSense API. Get buyer signals from any MCP client.
|
F 34 2⁄5 | ||||||||
| 28492 |
Query and audit AppSheet apps in natural language via Knotrik's pre-scanned def…
|
F 34 2⁄5 | ||||||||
| 28493 |
Disposable inboxes for AI agents: create, wait for delivery, and extract email …
|
F 34 2⁄5 | ||||||||
| 28494 |
Research portfolio management — organize projects and track research artifacts.
|
F 34 2⁄5 | ||||||||
| 28495 |
Trip planning for nomadic families: multi-stop trips, Schengen/visa, climate, d…
|
F 34 2⁄5 | ||||||||
| 28496 |
Give agents instant OG image generation, social metadata audits, and rendering …
|
F 34 2⁄5 | ||||||||
| 28497 |
Greeting Plus
Claim
Send friendly greetings, perform quick calculations, check Korea’s current time…
|
F 32 3⁄3 | ||||||||
| 28498 |
Interact with Descope's Management APIs to manage users, audit, and more.
|
F 32 3⁄5 | ||||||||
| 28499 |
read-website
Claim
Extract website content quickly for research and analysis. Read documentation, …
|
F 32 3⁄3 | ||||||||
| 28500 |
MCP server integrating with Stripe - tools for customers, products, payments, a…
|
F 32 3⁄5 | ||||||||