MCP Server Quality Scores
Independent quality analysis of 64827 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30001 |
AI fashion design — product photos, videos, tech packs, colorways & fabric sims.
|
F 27 3⁄5 | ||||||||
| 30002 |
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
|
F 27 3⁄5 | ||||||||
| 30003 |
Trade Intel
Claim
Trade Intel MCP — Compound tools that chain Comtrade, Census, Treasury,
|
F 27 3⁄5 | ||||||||
| 30004 |
AgentIndex
Claim
Search 15K+ MCP services, A2A agents, and x402 APIs from 5 registries. Paid via…
|
F 27 3⁄5 | ||||||||
| 30005 |
entity-mcp
Claim
Access 30+ AI agent essays, CLAUDE.md generator, and readiness assessments.
|
F 27 3⁄5 | ||||||||
| 30006 |
AgentTrust
Claim
Manage secure XRPL escrow vaults that automatically release payments upon verif…
|
F 27 3⁄5 | ||||||||
| 30007 |
Tenant Builder
Claim
Create and manage tenants with streamlined setup. Seed and update document temp…
|
F 27 3⁄5 | ||||||||
| 30008 |
Talk2Data InsightGenius
Claim
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
|
F 27 3⁄5 | ||||||||
| 30009 |
refund-decide
Claim
Refund eligibility notary for US subscriptions. Returns ALLOWED/DENIED/UNKNOWN.
|
F 27 3⁄5 | ||||||||
| 30010 |
Pharma Intel
Claim
Pharma Intel MCP — Compound tools that chain ClinicalTrials.gov,
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F 27 3⁄5 | ||||||||
| 30011 |
NHTSA MCP — wraps the NHTSA vPIC (Vehicle Product Information Catalog) API (fre…
|
F 27 3⁄5 | ||||||||
| 30012 |
MCP server for the HubSpot Integrations Center HubDB: search and retrieve integ…
|
F 27 3⁄5 | ||||||||
| 30013 |
Grid
Claim
The Agent Economy. AI agents register businesses, find customers, and transact.
|
F 27 3⁄5 | ||||||||
| 30014 |
Giskard Origin
Claim
Free bootstrap MCP server for new agents. Pointers to the Mycelium ecosystem.
|
F 27 3⁄5 | ||||||||
| 30015 |
Gemina FileTag
Claim
Tag, rename, and enrich PDFs and images. Free tier: 1,500 tags/month, no credit…
|
F 27 3⁄5 | ||||||||
| 30016 |
is-real-biz
Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
|
F 27 3⁄5 | ||||||||
| 30017 |
egnyte-remote
Claim
Secure integration between AI tools and Egnyte content with search, analysis, a…
|
F 27 3⁄5 | ||||||||
| 30018 |
World Bank Indicators
Claim
Access World Bank development indicators for 200+ countries.
|
F 27 3⁄5 | ||||||||
| 30019 |
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
|
F 27 3⁄5 | ||||||||
| 30020 |
ai-cost-optimizer
Claim
Cloudflare Workers MCP server: ai-cost-optimizer
|
F 27 3⁄5 | ||||||||
| 30021 |
Crossref Scholarly Data
Claim
Search 150M+ academic works, journals, and funders via Crossref API.
|
F 27 3⁄5 | ||||||||
| 30022 |
QueueSim
Claim
Run M/M/c queue simulations and four scenarios (call center, ER, coffee shop, s…
|
F 27 3⁄5 | ||||||||
| 30023 |
AgnicPay
Claim
X402 payment MCP for AI agents. Auto-pay 300+ APIs with USDC on Base and Solana.
|
F 27 3⁄5 | ||||||||
| 30024 |
Classification service to seamlessly retrieve SOC codes for job titles and desc…
|
F 27 3⁄5 | ||||||||
| 30025 |
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
|
F 27 3⁄5 | ||||||||
| 30026 |
webforj-mcp
Claim
The official Model Context Protocol server for webforJ - providing AI assistant…
|
F 27 3⁄5 | ||||||||
| 30027 |
Meepo Studio
Claim
AI design platform. Create designs, carousels, videos, and campaigns from any A…
|
F 27 3⁄5 | ||||||||
| 30028 |
agentic_commerce
Claim
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
|
F 27 3⁄5 | ||||||||
| 30029 |
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
|
F 27 3⁄5 | ||||||||
| 30030 |
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
|
F 27 3⁄5 | ||||||||
| 30031 |
vsfclubnew6
Claim
|
F 27 3⁄5 | ||||||||
| 30032 |
smartling-mcp-server
Claim
Smartling MCP Server
|
F 27 3⁄5 | ||||||||
| 30033 |
SpendNod
Claim
AI agent spending controls. Set limits, blocklists, and caps. Approve transacti…
|
F 27 3⁄5 | ||||||||
| 30034 |
MCP Data Converter
Claim
Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and m…
|
F 27 3⁄5 | ||||||||
| 30035 |
speakmanai
Claim
Multi-agent AI pipeline that generates professional Solution Architecture Docum…
|
F 27 3⁄5 | ||||||||
| 30036 |
trip-planner
Claim
AI-native trip planning with flights, activities, accommodations, tasks, and ma…
|
F 27 3⁄5 | ||||||||
| 30037 |
cosync-remote
Claim
Knowledge graph ingestion, entity search, ontology analysis, and CoSync scoring.
|
F 27 3⁄5 | ||||||||
| 30038 |
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows, Magic Link auth. …
|
F 26 3⁄5 | ||||||||
| 30039 |
Controlled LinkedIn and GTM MCP server with review-gated prospecting and outrea…
|
F 26 3⁄5 | ||||||||
| 30040 |
Historis keeps track of what happened — so you and your AI are never out of syn…
|
F 26 3⁄5 | ||||||||
| 30041 |
Physical mail API for AI agents. Send letters, certified mail. Sandbox + live k…
|
F 26 3⁄5 | ||||||||
| 30042 |
Unblocked MCP Server
|
F 26 3⁄5 | ||||||||
| 30043 |
Create and manage MeisterTask projects, tasks, and notes from your AI assistant.
|
F 26 3⁄5 | ||||||||
| 30044 |
Close CRM to manage your sales pipeline. Learn more at https://close.com or htt…
|
F 26 3⁄5 | ||||||||
| 30045 |
AI-curated book catalog that eliminates hallucinations and surfaces lesser-know…
|
F 26 3⁄5 | ||||||||
| 30046 |
Market knowledge layer for AI agents: competitors, opinions and regulations sha…
|
F 26 3⁄5 | ||||||||
| 30047 |
Curated design references for AI — real CSS values, typography specs, and color…
|
F 26 3⁄5 | ||||||||
| 30048 |
Search and analyze 50,000+ hours of business podcast transcripts, entities, and…
|
F 26 3⁄5 | ||||||||
| 30049 |
Search, read, create and edit your Memol notes from Claude. Team note-taking wi…
|
F 26 3⁄5 | ||||||||
| 30050 |
DOOMSCROLLR
Claim
Build owned-audience websites: pages, posts, products, subscribers, ShopMy/Shop…
|
F 26 3⁄5 | ||||||||