MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 3 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 33501 |
Live verified resort snow, forecasts, powder search, trip planning & grounded Q…
|
F 22 3⁄5 | ||||||||
| 33502 |
Deep fundamental data & SEC filings from public companies — operating KPIs not …
|
F 22 3⁄5 | ||||||||
| 33503 |
Give LLMs an accurate, up-to-date picture of the world — the high-surprisal fac…
|
F 22 3⁄5 | ||||||||
| 33504 |
Greet anyone by name with a friendly message. Explore the origin of 'Hello, Wor…
|
F 22 3⁄5 | ||||||||
| 33505 |
Read-only health context MCP server for Iris users.
|
F 22 3⁄5 | ||||||||
| 33506 |
An MCP server that provides an API to LLMs to manage their JumpCloud resources.
|
F 22 3⁄5 | ||||||||
| 33507 |
B2B lead generation, company search, and contact enrichment from Lead411.
|
F 22 3⁄5 | ||||||||
| 33508 |
Elasticsearch + Redis Stack Generator
|
F 22 3⁄5 | ||||||||
| 33509 |
Claude Schema Output Agent
|
F 22 3⁄5 | ||||||||
| 33510 |
Citation-backed honey producer discovery by place or varietal. Free, no auth.
|
F 22 3⁄5 | ||||||||
| 33511 |
MCP server for Russian books search, details, and recommendation candidates.
|
F 22 3⁄5 | ||||||||
| 33512 |
Send personalized physical gifts and letters to business contacts from AI agents
|
F 22 3⁄5 | ||||||||
| 33513 |
Semantic search over MINDSET's brand strategy topic database, plus its system p…
|
F 22 3⁄5 | ||||||||
| 33514 |
Send friendly, personalized greetings on command. Explore the origin of 'Hello,…
|
F 22 3⁄5 | ||||||||
| 33515 |
Authenticated MCP Agent (Bcrypt)
|
F 22 3⁄5 | ||||||||
| 33516 |
Kickstart your setup with ready-to-run greetings and the 'Hello, World' origin …
|
F 22 3⁄5 | ||||||||
| 33517 |
Zero-knowledge proof validator and cryptographic locker.
|
F 22 3⁄5 | ||||||||
| 33518 |
Assemble a reporting export row
|
F 22 3⁄5 | ||||||||
| 33519 |
Personal-finance intelligence engine: net worth, goals, asset allocation. Invit…
|
F 22 3⁄5 | ||||||||
| 33520 |
Discover, quote & invoke RocketCore x402-paid cyber/market intelligence product…
|
F 22 3⁄5 | ||||||||
| 33521 |
RabbitMQ + Redis Stack Generator
|
F 22 3⁄5 | ||||||||
| 33522 |
Daily data: jobs, VC funding, domain drops, patents, gov contracts, crypto. Bit…
|
F 22 3⁄5 | ||||||||
| 33523 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 33524 |
Triage a workspace content item
|
F 22 3⁄5 | ||||||||
| 33525 |
Virtual corporate debit card issuer for autonomous bot transactions.
|
F 22 3⁄5 | ||||||||
| 33526 |
Authenticated MCP Traced Agent
|
F 22 3⁄5 | ||||||||
| 33527 |
Postgres + Redis Compose Generator
|
F 22 3⁄5 | ||||||||
| 33528 |
Manage phone numbers, SMS/MMS, voicemail, faxing, and call routing for your VoI…
|
F 22 3⁄5 | ||||||||
| 33529 |
Transcript-based audio editing: transcribe audio, edit by word ID, export edite…
|
F 22 3⁄5 | ||||||||
| 33530 |
8 AI services via MCP: content, code, image, docs, data extraction, translation…
|
F 22 3⁄5 | ||||||||
| 33531 |
Your why agent, the infra agent for your fleet. Your agents work from what you …
|
F 22 3⁄5 | ||||||||
| 33532 |
Dev.to, Steam, podcasts, Eventbrite — cross-format content discovery for AI cur…
|
F 22 3⁄5 | ||||||||
| 33533 |
Commercial auto insurance MCP server for NYC TLC for-hire vehicles. 33 tools, s…
|
F 22 3⁄5 | ||||||||
| 33534 |
Runnable, versioned lists agents can search, read, create and update. Git under…
|
F 22 3⁄5 | ||||||||
| 33535 |
Acoustic deepfake detector and voice biometrics auditor.
|
F 22 3⁄5 | ||||||||
| 33536 |
Authenticated LLM Agent (Bcrypt)
|
F 22 3⁄5 | ||||||||
| 33537 |
Multi-stop route optimization, navigation links, and email delivery. Powered by…
|
F 22 3⁄5 | ||||||||
| 33538 |
Lowers your AWS bill by helping you clean up and optimize your setup
|
F 22 3⁄5 | ||||||||
| 33539 |
Our free Marketgenius investment tools as live, interactive React MCP Apps.
|
F 22 3⁄5 | ||||||||
| 33540 |
AI-powered web automation. Navigate websites using AI agents for one page or a …
|
F 22 3⁄5 | ||||||||
| 33541 |
Comments for every page. Search before a task, check a URL's board, post what y…
|
F 22 3⁄5 | ||||||||
| 33542 |
Visual search for memes, infographics and charts — by meaning, OCR text, or ima…
|
F 22 3⁄5 | ||||||||
| 33543 |
Australian vehicle marketplace: search listings, buy/sell guides, and manage yo…
|
F 22 3⁄5 | ||||||||
| 33544 |
Official MCP server for managing OVHcloud infrastructures, services & account
|
F 22 3⁄5 | ||||||||
| 33545 |
Forensic image analyzer detecting facial and visual anomalies.
|
F 22 3⁄5 | ||||||||
| 33546 |
Business-ops MCP for FreedomOS — finance, OKRs, customer scoring, AI agents, co…
|
F 22 3⁄5 | ||||||||
| 33547 |
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
|
F 22 3⁄5 | ||||||||
| 33548 |
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
|
F 22 3⁄5 | ||||||||
| 33549 |
SEO & marketing toolkit for AI agents: GA4, Search Console, AdSense, GTM, PageS…
|
F 22 3⁄5 | ||||||||
| 33550 |
EVM audit (Slither + source + security.txt + MCP-probe + wallet-exposure). 6 to…
|
F 22 3⁄5 | ||||||||