MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 2 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 33951 |
Trade tokenized stocks with Web3 wallet. No registration. AI agent-friendly. Mu…
|
F 22 3⁄5 | ||||||||
| 33952 |
ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun dete…
|
F 22 3⁄5 | ||||||||
| 33953 |
AEO intent and search presence optimization engine.
|
F 22 3⁄5 | ||||||||
| 33954 |
Structured Output MCP Agent
|
F 22 3⁄5 | ||||||||
| 33955 |
C Squared MCP Registry
|
F 22 3⁄5 | ||||||||
| 33956 |
x402-paid MCP data: trend feed + visibility audit. USDC/Base. No API key. No PI…
|
F 22 3⁄5 | ||||||||
| 33957 |
Cloud-hosted MCP server for URnetwork VPN and Proxy
|
F 22 3⁄5 | ||||||||
| 33958 |
Visual UI/UX scanner auditing websites for heuristic compliance.
|
F 22 3⁄5 | ||||||||
| 33959 |
US address intelligence: 120M+ addresses, verify, suggest, reverse geocode, cov…
|
F 22 3⁄5 | ||||||||
| 33960 |
Australian VET National Register — qualifications, units, skill sets, AQF ladde…
|
F 22 3⁄5 | ||||||||
| 33961 |
Real-time Twitter/X data miner and sentiment parser for autonomous bots.
|
F 22 3⁄5 | ||||||||
| 33962 |
Run your ecommerce ads from Claude & ChatGPT: Meta, Google, Amazon, Shopify (15…
|
F 22 3⁄5 | ||||||||
| 33963 |
Search live UK firefighter recruitment across 73 fire services, with on-call st…
|
F 22 3⁄5 | ||||||||
| 33964 |
Federal contract intelligence: $7T+ awards, SAM.gov opps, pWin verdicts, recomp…
|
F 22 3⁄5 | ||||||||
| 33965 |
AI voice agents that make real phone calls: single calls or campaigns, with tra…
|
F 22 3⁄5 | ||||||||
| 33966 |
Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from to…
|
F 22 3⁄5 | ||||||||
| 33967 |
Cloud infrastructure auto-scaling load test simulator.
|
F 22 3⁄5 | ||||||||
| 33968 |
Bundle multiple URLs into one short link. QR codes, access counters, redirect l…
|
F 22 3⁄5 | ||||||||
| 33969 |
Team OKRs from your AI workspace: objectives, key results, and weekly check-ins.
|
F 22 3⁄5 | ||||||||
| 33970 |
A self-improving memory layer. Your memory, notes, tasks and goals, remembered …
|
F 22 3⁄5 | ||||||||
| 33971 |
Build zero-shot video models for object detection, and category and attribute c…
|
F 22 3⁄5 | ||||||||
| 33972 |
Book a free consultation or home valuation with SimpliCity Real Estate in Linco…
|
F 22 3⁄5 | ||||||||
| 33973 |
DeFi MCP fleet: oracle, security audit, treasury yield, QA attestation, and com…
|
F 22 3⁄5 | ||||||||
| 33974 |
Czech distress real estate — paid tier (full search, owner data, RUIAN).
|
F 22 3⁄5 | ||||||||
| 33975 |
SSO identity auditor protecting SAML and OpenID configurations.
|
F 22 3⁄5 | ||||||||
| 33976 |
Live Entalpa requirements, stories, stakeholders, interfaces, and project trace…
|
F 22 3⁄5 | ||||||||
| 33977 |
A non functional MCP server (yet)
|
F 22 3⁄5 | ||||||||
| 33978 |
Ask your AI about the markets: filings, insider & congress trades, fund flows, …
|
F 22 3⁄5 | ||||||||
| 33979 |
Add a support case follow-up
|
F 22 3⁄5 | ||||||||
| 33980 |
AI-powered ERD design tool. Create and manage database schemas using DBML with …
|
F 22 3⁄5 | ||||||||
| 33981 |
Is a website ready for AI shopping agents? Readiness score (0-100) + agent shop…
|
F 22 3⁄5 | ||||||||
| 33982 |
Official MCP server for Agentwork — delegate tasks to AI agents with human-in-t…
|
F 22 3⁄5 | ||||||||
| 33983 |
Search Turkish laws, court decisions, and legal documents using AI.
|
F 22 3⁄5 | ||||||||
| 33984 |
Scan any website for AI readiness — 100-point score across 6 AEO categories in …
|
F 22 3⁄5 | ||||||||
| 33985 |
Structured Output MCP Traced Agent
|
F 22 3⁄5 | ||||||||
| 33986 |
Search the public MCP Registry; discover servers and copy SSE URLs.
|
F 22 3⁄5 | ||||||||
| 33987 |
Book local tradespeople — plumber, electrician, HVAC, and 7 more — via your AI …
|
F 22 3⁄5 | ||||||||
| 33988 |
Plan the delivery route for an artifact
|
F 22 3⁄5 | ||||||||
| 33989 |
Digest a support intake marker
|
F 22 3⁄5 | ||||||||
| 33990 |
Independent real estate market data for Marbella's 28 sub-areas.
|
F 22 3⁄5 | ||||||||
| 33991 |
LLM token optimization gateway implementing semantic pruning.
|
F 22 3⁄5 | ||||||||
| 33992 |
Automated Remotion audiovisual production and render controller.
|
F 22 3⁄5 | ||||||||
| 33993 |
MCP server for the Revensi API. Scan domains from any MCP client.
|
F 22 3⁄5 | ||||||||
| 33994 |
Data saham Indonesia (IDX) untuk AI: harga, teknikal, screener, deteksi bandar,…
|
F 22 3⁄5 | ||||||||
| 33995 |
Media forensic analyzer auditing audio and video authenticity.
|
F 22 3⁄5 | ||||||||
| 33996 |
8 real-estate tools: Zillow, Redfin, Realtor listings, sales, rentals.
|
F 22 3⁄5 | ||||||||
| 33997 |
Gives your AI agent your story map and given/when/then acceptance criteria. Rea…
|
F 22 3⁄5 | ||||||||
| 33998 |
Health professional shortage areas and community health centers
|
F 22 3⁄5 | ||||||||
| 33999 |
Google Sign-In Claude Agent
|
F 22 3⁄5 | ||||||||
| 34000 |
Save decisions, plans, and notes from any AI session and retrieve them later — …
|
F 22 3⁄5 | ||||||||