MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31801 |
MCP tools for x402 readiness, paid-path probes, launch packs, and trust receipt…
|
F 22 3⁄5 | ||||||||
| 31802 |
Identity infrastructure for the AI economy. Confirms if someone is known; retur…
|
F 22 3⁄5 | ||||||||
| 31803 |
Manage your Lnk.Bio page through AI: links, pages, themes, social icons, and mo…
|
F 22 3⁄5 | ||||||||
| 31804 |
Code intelligence for LLMs. Analyze, search, and retrieve code from any public …
|
F 22 3⁄5 | ||||||||
| 31805 |
SEC, Congress, FDA, crypto, app reviews and live jobs: scored signals. 18 tools…
|
F 22 3⁄5 | ||||||||
| 31806 |
Connect your AI assistant to Produktly. Read changelogs, feedback responses, an…
|
F 22 3⁄5 | ||||||||
| 31807 |
Access and edit your Craft documents.
|
F 22 3⁄5 | ||||||||
| 31808 |
Scan any website for AI readiness — 100-point score across 6 AEO categories in …
|
F 22 3⁄5 | ||||||||
| 31809 |
Contract clause parser assessing corporate legal risk exposure.
|
F 22 3⁄5 | ||||||||
| 31810 |
AI agent directory — search and compare 120+ agents across 12 categories.
|
F 22 3⁄5 | ||||||||
| 31811 |
Equip AI with tools for researching economic data from Federal Reserve Economic…
|
F 22 3⁄5 | ||||||||
| 31812 |
Servidor MCP de Normatia para la normativa técnica en edificación.
|
F 22 3⁄5 | ||||||||
| 31813 |
Business-ops MCP for FreedomOS — finance, OKRs, customer scoring, AI agents, co…
|
F 22 3⁄5 | ||||||||
| 31814 |
Generate, edit, and manage Eraser diagrams and docs with AI.
|
F 22 3⁄5 | ||||||||
| 31815 |
Agentic payments.
|
F 22 3⁄5 | ||||||||
| 31816 |
Protein analysis: ESM-2/ESMC embeddings, mutation scoring, landscape scans, ESM…
|
F 22 3⁄5 | ||||||||
| 31817 |
E-commerce inventory and catalog data structuring tool.
|
F 22 3⁄5 | ||||||||
| 31818 |
Clean, repair, and convert AI-generated Markdown to HTML/PDF/DOCX/PNG; save and…
|
F 22 3⁄5 | ||||||||
| 31819 |
Live golf tee time availability across US courses. Search by location, date, pl…
|
F 22 3⁄5 | ||||||||
| 31820 |
Select a contact for a client brief
|
F 22 3⁄5 | ||||||||
| 31821 |
Independent real estate market data for Marbella's 28 sub-areas.
|
F 22 3⁄5 | ||||||||
| 31822 |
Scheduled HTTP requests and shell commands with retries, timeouts, and webhook …
|
F 22 3⁄5 | ||||||||
| 31823 |
Informational Q&A: money owed to consumers (deposits, claims, unclaimed funds).…
|
F 22 3⁄5 | ||||||||
| 31824 |
An agent-first commons: merit crowns each domain's open model; standing is earn…
|
F 22 3⁄5 | ||||||||
| 31825 |
Brazilian company data (CNPJ): registry lookup, sanctions screening and KYB dos…
|
F 22 3⁄5 | ||||||||
| 31826 |
Scientific literature analyzer and clinical search aggregator.
|
F 22 3⁄5 | ||||||||
| 31827 |
Generate branded contractor quotes: hosted approval page, PDF, QR code, and Str…
|
F 22 3⁄5 | ||||||||
| 31828 |
Search GitHub, npm, PyPI, StackOverflow, ArXiv from one MCP — built for coding …
|
F 22 3⁄5 | ||||||||
| 31829 |
Sovereign E2E cloud storage for AI agents. Zero-knowledge, RGPD-compliant.
|
F 22 3⁄5 | ||||||||
| 31830 |
93 MCP tools for platform administration via AI agents. Billing, support, teams…
|
F 22 3⁄5 | ||||||||
| 31831 |
Analyze your portfolio and generate ideas for improvements
|
F 22 3⁄5 | ||||||||
| 31832 |
Generate game sprite sheets and animations from an image, and clean up sprite b…
|
F 22 3⁄5 | ||||||||
| 31833 |
Give agents instant OG image generation, social metadata audits, and rendering …
|
F 22 3⁄5 | ||||||||
| 31834 |
Headless browser primitives for AI agents when sites need real JS rendering.
|
F 22 3⁄5 | ||||||||
| 31835 |
Search job postings, companies, and technology stacks across 10M+ companies.
|
F 22 3⁄5 | ||||||||
| 31836 |
Checks whether a website is readable and citable by AI systems (ChatGPT, Claude…
|
F 22 3⁄5 | ||||||||
| 31837 |
AI-powered web automation. Navigate websites using AI agents for one page or a …
|
F 22 3⁄5 | ||||||||
| 31838 |
WHOIS, DNS, SSL, IP geo for security forensics and OSINT — separate from SEO.
|
F 22 3⁄5 | ||||||||
| 31839 |
An MCP server for docs.continue.dev
|
F 22 3⁄5 | ||||||||
| 31840 |
A non functional MCP server (yet)
|
F 22 3⁄5 | ||||||||
| 31841 |
Get real-time NYC bus arrivals, live vehicle locations, and service alerts. Pla…
|
F 22 3⁄5 | ||||||||
| 31842 |
Marketing strateeg portfolio met AI kennisbank voor marketing, sales en strateg…
|
F 22 3⁄5 | ||||||||
| 31843 |
EVM Slither audit (zero-arg demo + live) + Blockscout source + security.txt loo…
|
F 22 3⁄5 | ||||||||
| 31844 |
AWS CloudFormation and Terraform infrastructure blueprint builder.
|
F 22 3⁄5 | ||||||||
| 31845 |
Lowers your AWS bill by helping you clean up and optimize your setup
|
F 22 3⁄5 | ||||||||
| 31846 |
Public MCP server for summaries, DNS lookup, catalog, replies, and JSON checks.
|
F 22 3⁄5 | ||||||||
| 31847 |
Set confirmation style for a delivery workflow
|
F 22 3⁄5 | ||||||||
| 31848 |
Single-property deep-dive: history, price/sqft, days-on-market, comps from a Re…
|
F 22 3⁄5 | ||||||||
| 31849 |
AI video generation API with x402 USDC payment. TTS voiceover, animated text.
|
F 22 3⁄5 | ||||||||
| 31850 |
246 tools to run sales, marketing & hiring: CRM, leads, AI calling, content, re…
|
F 22 3⁄5 | ||||||||