MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31951 |
Find patent infringers with 9 AI models. Search products & standards from your …
|
F 22 3⁄5 | ||||||||
| 31952 |
Plan a knowledge-base placement path
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F 22 3⁄5 | ||||||||
| 31953 |
Industrial intelligence for AI agents. Conviction scores and diligence for 10,0…
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F 22 3⁄5 | ||||||||
| 31954 |
AEO intent and search presence optimization engine.
|
F 22 3⁄5 | ||||||||
| 31955 |
Multi-agent swarm planner and project sprint allocator.
|
F 22 3⁄5 | ||||||||
| 31956 |
Product context for AI agents: evidence, opportunities, initiatives, and decisi…
|
F 22 3⁄5 | ||||||||
| 31957 |
Send friendly, personalized greetings on command. Explore the origin of 'Hello,…
|
F 22 3⁄5 | ||||||||
| 31958 |
Create and publish one-pagers and boards for your organization. Upload images f…
|
F 22 3⁄5 | ||||||||
| 31959 |
Transform unstructured text into queryable semantic knowledge graphs.
|
F 22 3⁄5 | ||||||||
| 31960 |
AI-powered knowledge base for Double - Thank You with semantic search and quest…
|
F 22 3⁄5 | ||||||||
| 31961 |
Studio de mastering MB Mastering (Paris) : services, tarifs, infos studio, FAQ …
|
F 22 3⁄5 | ||||||||
| 31962 |
Conversational sales call auditor grading pitch conversion rates.
|
F 22 3⁄5 | ||||||||
| 31963 |
Multi-channel social sentiment aggregation oracle.
|
F 22 3⁄5 | ||||||||
| 31964 |
EVM Slither audit (zero-arg demo + live) + Blockscout source + security.txt loo…
|
F 22 3⁄5 | ||||||||
| 31965 |
Read-only website analytics, AI referrals, crawlers, goals, revenue, and funnel…
|
F 22 3⁄5 | ||||||||
| 31966 |
Horse Racing 2026 MCP — Cheltenham, Royal Ascot, Kentucky Derby, Melbourne Cup.…
|
F 22 3⁄5 | ||||||||
| 31967 |
Natural-language search over California's public insurance rate, rule & form fi…
|
F 22 3⁄5 | ||||||||
| 31968 |
TwelveLabs MCP: video indexing, search, analysis, and embeddings for AI applica…
|
F 22 3⁄5 | ||||||||
| 31969 |
WeChat Channels videos, comments, users, transcripts, and Official Account arti…
|
F 22 3⁄5 | ||||||||
| 31970 |
Emite facturas, notas y retenciones del SRI de Ecuador con lenguaje natural.
|
F 22 3⁄5 | ||||||||
| 31971 |
Solana wallet & token reputation lookup. Risk verdict, score, DefiLlama TVL, Ru…
|
F 22 3⁄5 | ||||||||
| 31972 |
Secret scanner preventing leaks of corporate keys and credentials.
|
F 22 3⁄5 | ||||||||
| 31973 |
Radio frequency database: FM, AM, shortwave, TV, ham, weather, emergency alerts…
|
F 22 3⁄5 | ||||||||
| 31974 |
First dedicated sailing MCP — America's Cup, SailGP, Vendée Globe. Events, venu…
|
F 22 3⁄5 | ||||||||
| 31975 |
Weibo hot search, post search/details, comments/replies, users, posts, transcri…
|
F 22 3⁄5 | ||||||||
| 31976 |
Acoustic deepfake detector and voice biometrics auditor.
|
F 22 3⁄5 | ||||||||
| 31977 |
Register a profile governance setting
|
F 22 3⁄5 | ||||||||
| 31978 |
Live and historical NBA/NFL/NHL data — fantasy bots, content sites, betting res…
|
F 22 3⁄5 | ||||||||
| 31979 |
MCP server for the BuyerSense API. Get buyer signals from any MCP client.
|
F 22 3⁄5 | ||||||||
| 31980 |
Logistics path finder and supply chain route optimizer.
|
F 22 3⁄5 | ||||||||
| 31981 |
Connects AI agents to live, verified financial data from 18,000+ institutions —…
|
F 22 3⁄5 | ||||||||
| 31982 |
Headless browser primitives for AI agents when sites need real JS rendering.
|
F 22 3⁄5 | ||||||||
| 31983 |
Send friendly, personalized greetings on demand. Generate quick salutations wit…
|
F 22 3⁄5 | ||||||||
| 31984 |
Runnable, versioned lists agents can search, read, create and update. Git under…
|
F 22 3⁄5 | ||||||||
| 31985 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
|
F 22 3⁄5 | ||||||||
| 31986 |
Auto-generate changelogs from GitHub PRs with AI-powered categorization and rew…
|
F 22 3⁄5 | ||||||||
| 31987 |
Public MCP server for summaries, DNS lookup, catalog, replies, and JSON checks.
|
F 22 3⁄5 | ||||||||
| 31988 |
Search UK companies, retrieve profiles, officers, charges, and generate due dil…
|
F 22 3⁄5 | ||||||||
| 31989 |
Team OKRs from your AI workspace: objectives, key results, and weekly check-ins.
|
F 22 3⁄5 | ||||||||
| 31990 |
Single-property deep-dive: history, price/sqft, days-on-market, comps from a Re…
|
F 22 3⁄5 | ||||||||
| 31991 |
Solana pre-trade safety for agents: rug check, honeypot sell-sim, drainer scan,…
|
F 22 3⁄5 | ||||||||
| 31992 |
Search a Pollen-connected store's enriched catalog: products, facts, variants, …
|
F 22 3⁄5 | ||||||||
| 31993 |
Register an artifact delivery route
|
F 22 3⁄5 | ||||||||
| 31994 |
Official MCP server for managing OVHcloud infrastructures, services & account
|
F 22 3⁄5 | ||||||||
| 31995 |
Real-time data API for AI Agents: stocks, weather, forex, logistics, search, sc…
|
F 22 3⁄5 | ||||||||
| 31996 |
Secure MCP server for exploring incwo CRM data, documents, and email workflows.
|
F 22 3⁄5 | ||||||||
| 31997 |
ArXiv preprints + Google Scholar papers, with citation counts in one query.
|
F 22 3⁄5 | ||||||||
| 31998 |
Capability registry for the agentic economy. Semantic search over verified MCP …
|
F 22 3⁄5 | ||||||||
| 31999 |
AI voice agents that make real phone calls: single calls or campaigns, with tra…
|
F 22 3⁄5 | ||||||||
| 32000 |
Automated design system token generator and export utility.
|
F 22 3⁄5 | ||||||||