MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30001 |
CPI-pegged stablecoin for AI agents. Zero fees, task board, self-register in 30…
|
F 34 2⁄5 | ||||||||
| 30002 |
Factures, devis, clients et statistiques SWIPIFY. Lecture et brouillons, aucune…
|
F 34 2⁄5 | ||||||||
| 30003 |
Search DevRel tools, communities, jobs, events, CFPs, and guides from devrel.di…
|
F 34 2⁄5 | ||||||||
| 30004 |
Operating system for creative companies: clients, projects, estimates, contract…
|
F 34 2⁄5 | ||||||||
| 30005 |
Manage a Foundry IMS catalog: products, variants, inventory, brands, categories…
|
F 34 2⁄5 | ||||||||
| 30006 |
Indian Railways IRCTC helps you to view, track trains schedules, ticket status …
|
F 34 2⁄5 | ||||||||
| 30007 |
Cloud MCP server for Chinese A-share and ETF market data, news, financials and …
|
F 34 2⁄5 | ||||||||
| 30008 |
Schedule and publish to 10 social platforms: LinkedIn, X, Instagram, TikTok, Yo…
|
F 34 2⁄5 | ||||||||
| 30009 |
Honest A-F grades for trading strategies, backtested on real out-of-sample data…
|
F 34 2⁄5 | ||||||||
| 30010 |
AI video editor: create projects, edit timelines, add captions and effects, and…
|
F 34 2⁄5 | ||||||||
| 30011 |
Transcribe YouTube via Whisper. Summaries, chapters, semantic-search across you…
|
F 34 2⁄5 | ||||||||
| 30012 |
Generate and edit images and create short videos inside Claude. Prepaid credits…
|
F 34 2⁄5 | ||||||||
| 30013 |
Manage phone numbers, SMS/MMS, voicemail, faxing, and call routing for your VoI…
|
F 34 2⁄5 | ||||||||
| 30014 |
Build a real website from a chat — then run it: read messages, check traffic, p…
|
F 34 2⁄5 | ||||||||
| 30015 |
Run Meta ads from your AI assistant: briefings, drop diagnosis, winners, budget…
|
F 34 2⁄5 | ||||||||
| 30016 |
Amazon sellers: real per-unit profit from your own settlement data, plus drafts…
|
F 34 2⁄5 | ||||||||
| 30017 |
Stateless PII redaction over MCP/REST. Free ≤1000 words or $0.01/call; file upl…
|
F 34 2⁄5 | ||||||||
| 30018 |
13 diligence tools: SEC, LEI, VAT, state+UK registries, courts, federal awards/…
|
F 34 2⁄5 | ||||||||
| 30019 |
A business back-office for Claude — tasks, deals, customers, publishing and tra…
|
F 34 2⁄5 | ||||||||
| 30020 |
Squire Docs — the durable, attributed spec layer for agentic development.
|
F 34 2⁄5 | ||||||||
| 30021 |
Creates 2D motion-graphics videos: kinetic typography, charts, formulas, narrat…
|
F 34 2⁄5 | ||||||||
| 30022 |
Read-only MCP for US dental: NPI, DSO chains, licenses, Medicaid rates. 42 stat…
|
F 34 2⁄5 | ||||||||
| 30023 |
Search 4.8M verified Chinese factories: profiles, contacts, AI deep-dives, agen…
|
F 34 2⁄5 | ||||||||
| 30024 |
Research Kalshi prediction markets and place trades you approve, on your own AP…
|
F 34 2⁄5 | ||||||||
| 30025 |
Check if ChatGPT, Perplexity & Gemini mention or cite a brand. Share of voice +…
|
F 34 2⁄5 | ||||||||
| 30026 |
Bioprocess design: generate purification routes, simulate fermentation and sepa…
|
F 34 2⁄5 | ||||||||
| 30027 |
DBRE-grade SQL analysis inside any MCP client. No connection. No install. Paste…
|
F 34 2⁄5 | ||||||||
| 30028 |
Detect whether an image is AI-generated or real, with an AI-probability score a…
|
F 34 2⁄5 | ||||||||
| 30029 |
Project management for teams and their AI agents.
|
F 34 2⁄5 | ||||||||
| 30030 |
Market research and competitive intelligence for startup ideas - every finding …
|
F 34 2⁄5 | ||||||||
| 30031 |
Signals, technicals, regime and news for 1,000+ US/TR symbols. Data only, not i…
|
F 34 2⁄5 | ||||||||
| 30032 |
Read Figlime jobs, screening questions, and candidate responses; draft screenin…
|
F 34 2⁄5 | ||||||||
| 30033 |
Unified MCP server for 70+ eCommerce platforms: products, orders, customers, an…
|
F 34 2⁄5 | ||||||||
| 30034 |
Persistent, portable memory for AI assistants — your private memory graph, from…
|
F 34 2⁄5 | ||||||||
| 30035 |
Spanish Veri*factu invoicing: create invoices and manage billing from your AI a…
|
F 34 2⁄5 | ||||||||
| 30036 |
Aggregated India property data: 99acres, MagicBricks, NoBroker, Housing.com. Re…
|
F 34 2⁄5 | ||||||||
| 30037 |
Billing, subscriptions and quoting for B2B SaaS
|
F 34 2⁄5 | ||||||||
| 30038 |
Scrape App Store reviews and rating history by app, country, rating or date. Pa…
|
F 34 2⁄5 | ||||||||
| 30039 |
Causal reasoning for reliability: root cause, blast radius, and service health …
|
F 34 2⁄5 | ||||||||
| 30040 |
Create, edit, restructure, import and export Atlas Red mind maps from any MCP c…
|
F 34 2⁄5 | ||||||||
| 30041 |
Semantic search across Japan's government white papers, in English or Japanese.…
|
F 34 2⁄5 | ||||||||
| 30042 |
AI agent policy decisions: ALLOW, DENY, APPROVE, ESCALATE. 192 jurisdictions, s…
|
F 34 2⁄5 | ||||||||
| 30043 |
AI-native survey & form builder. Manage surveys, responses, analytics, and webh…
|
F 34 2⁄5 | ||||||||
| 30044 |
Real estate deal analysis from chat: rental underwriting, buy-box matching, dea…
|
F 34 2⁄5 | ||||||||
| 30045 |
PDF engagement layer for apps and agents: tracking links, read analytics, and a…
|
F 34 2⁄5 | ||||||||
| 30046 |
AFAS AI Connect: hosted MCP server for AFAS Profit.
|
F 34 2⁄5 | ||||||||
| 30047 |
Browse, search, upload, tag, transfer, and delete images in your Raster librari…
|
F 34 2⁄5 | ||||||||
| 30048 |
OCR and document understanding: extract text from images, then summarize or tra…
|
F 34 2⁄5 | ||||||||
| 30049 |
A cited wiki of your GitHub repo: search, read pages, find symbols and ask, wit…
|
F 34 2⁄5 | ||||||||
| 30050 |
AI-agent operations for App Store Connect and Google Play, with approval before…
|
F 34 2⁄5 | ||||||||