MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32001 |
Human-in-the-loop API for AI agents. CAPTCHA, OTP, KYC, and approvals by real h…
|
F 22 3⁄5 | ||||||||
| 32002 |
Consent-scoped vault access and free verification of family-issued learning rec…
|
F 22 3⁄5 | ||||||||
| 32003 |
DeFi MCP fleet: oracle, security audit, treasury yield, QA attestation, and com…
|
F 22 3⁄5 | ||||||||
| 32004 |
Prepare a customer record field for reporting
|
F 22 3⁄5 | ||||||||
| 32005 |
Extract text and tables from PDFs, merge documents, and get metadata.
|
F 22 3⁄5 | ||||||||
| 32006 |
Forecasts, climate history, severe alerts by location — for outdoor-event plann…
|
F 22 3⁄5 | ||||||||
| 32007 |
Site crawl + tech stack + DNS + SSL + WHOIS — five web-intel layers in one MCP.
|
F 22 3⁄5 | ||||||||
| 32008 |
Multi-IDE settings translator mapping shortcuts between apps.
|
F 22 3⁄5 | ||||||||
| 32009 |
Automate Attio CRM workflows with fast search and bulk operations across compan…
|
F 22 3⁄5 | ||||||||
| 32010 |
Turn any website into an RSS, Atom, or JSON feed using CSS selectors and schedu…
|
F 22 3⁄5 | ||||||||
| 32011 |
Free MCP server: Nostr profile fetcher + a tip-metadata tool. AI-earns-a-dime e…
|
F 22 3⁄5 | ||||||||
| 32012 |
SSO identity auditor protecting SAML and OpenID configurations.
|
F 22 3⁄5 | ||||||||
| 32013 |
Generates React components and design frameworks from visual layouts.
|
F 22 3⁄5 | ||||||||
| 32014 |
Country calling codes, ISO codes, E.164 dial codes, regions, trunk prefixes, an…
|
F 22 3⁄5 | ||||||||
| 32015 |
One-link team polls: create polls, vote, fetch results, and close polls.
|
F 22 3⁄5 | ||||||||
| 32016 |
Governance firewall and safety guardrails oracle for AI swarms.
|
F 22 3⁄5 | ||||||||
| 32017 |
Your unified inbox — everything that reaches you, understood and actionable fro…
|
F 22 3⁄5 | ||||||||
| 32018 |
Play a legendary text adventure by talking to your AI — no commands to memorize…
|
F 22 3⁄5 | ||||||||
| 32019 |
Cross-product MCP server for CRM, LeadKit, ProjectKit, Bookio. 10 action types,…
|
F 22 3⁄5 | ||||||||
| 32020 |
Find the reference marker for a knowledge item
|
F 22 3⁄5 | ||||||||
| 32021 |
Disposable email inboxes for testing — create addresses, wait for messages, ext…
|
F 22 3⁄5 | ||||||||
| 32022 |
Fetch a URL and get clean Markdown with metadata. No API key required; rate-lim…
|
F 22 3⁄5 | ||||||||
| 32023 |
Persistent cloud memory for AI agents. Store and search key-value memories acro…
|
F 22 3⁄5 | ||||||||
| 32024 |
Cloud infrastructure auto-scaling load test simulator.
|
F 22 3⁄5 | ||||||||
| 32025 |
Solidity smart contract generator implementing safe coding defaults.
|
F 22 3⁄5 | ||||||||
| 32026 |
Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natur…
|
F 22 3⁄5 | ||||||||
| 32027 |
AI video generation API with x402 USDC payment. TTS voiceover, animated text.
|
F 22 3⁄5 | ||||||||
| 32028 |
Safe, read-only Postgres and MySQL access for AI agents. Audit log + column-lev…
|
F 22 3⁄5 | ||||||||
| 32029 |
Hacker News and technical blog developer outreach parser.
|
F 22 3⁄5 | ||||||||
| 32030 |
EU power dispatch for wallet-enabled compute, DePIN, battery and trading agents.
|
F 22 3⁄5 | ||||||||
| 32031 |
Live Entalpa requirements, stories, stakeholders, interfaces, and project trace…
|
F 22 3⁄5 | ||||||||
| 32032 |
Brain dump, routines, task planning, focus, and instant thought retrieval
|
F 22 3⁄5 | ||||||||
| 32033 |
Memory for deep conversational context across any platform
|
F 22 3⁄5 | ||||||||
| 32034 |
Post-quantum cryptographic library protecting data packets.
|
F 22 3⁄5 | ||||||||
| 32035 |
Local bounty-feed index: Bountycaster/Dework/Superteam/Algora/Sherlock/GitHub b…
|
F 22 3⁄5 | ||||||||
| 32036 |
Checks whether a website is readable and citable by AI systems (ChatGPT, Claude…
|
F 22 3⁄5 | ||||||||
| 32037 |
Post + comment + subreddit search with comment-level depth for sentiment work.
|
F 22 3⁄5 | ||||||||
| 32038 |
Set the style guidance for an executive report
|
F 22 3⁄5 | ||||||||
| 32039 |
AI agents for federal IT & pharma: alert triage, ICAM, helpdesk, incidents, tic…
|
F 22 3⁄5 | ||||||||
| 32040 |
EVM gas optimizer refactoring Solidity code into efficient Yul assembler.
|
F 22 3⁄5 | ||||||||
| 32041 |
Coded error stack trace debugger and automated patch generator.
|
F 22 3⁄5 | ||||||||
| 32042 |
Restaurant management API for meni.ge owners: manage menus, locations, orders, …
|
F 22 3⁄5 | ||||||||
| 32043 |
Interactive sales pitch deck structure generator.
|
F 22 3⁄5 | ||||||||
| 32044 |
Generate and run high performance queries on open and private spatial data at-s…
|
F 22 3⁄5 | ||||||||
| 32045 |
Find verified electricians in Antalya, Turkey. Prices from real jobs, confirm-f…
|
F 22 3⁄5 | ||||||||
| 32046 |
Strom- und Gastarife sowie Produktinformationen für Energievergleiche, live per…
|
F 22 3⁄5 | ||||||||
| 32047 |
DeFi protocol simulation model scoring tokenomic structures.
|
F 22 3⁄5 | ||||||||
| 32048 |
Tamper-evident daily ledgers of 12 Japanese public-data domains, with cross-led…
|
F 22 3⁄5 | ||||||||
| 32049 |
XHS note/product search/detail, PGY 20pts success; failures uncharged, comments…
|
F 22 3⁄5 | ||||||||
| 32050 |
Access Google & Meta Ads data via AI. Analyse campaign performance in seconds.
|
F 22 3⁄5 | ||||||||