MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 4 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31201 |
Tenant Builder
Claim
Create and manage tenants with streamlined setup. Seed and update document temp…
|
F 27 3⁄5 | ||||||||
| 31202 |
Bizfile MCP
Claim
Company intelligence and sanctions screening across 130+ jurisdictions and 328 …
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F 27 3⁄5 | ||||||||
| 31203 | F 27 3⁄5 | |||||||||
| 31204 |
test
Claim
test
|
F 27 3⁄5 | ||||||||
| 31205 |
agentic_commerce
Claim
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
|
F 27 3⁄5 | ||||||||
| 31206 |
vsfclub4
Claim
|
F 27 3⁄5 | ||||||||
| 31207 |
Google Calendar and Meet
Claim
Manage and automate your Google Meet workflows with enterprise-grade tools for …
|
F 27 3⁄5 | ||||||||
| 31208 |
test
Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
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F 27 3⁄5 | ||||||||
| 31209 |
Persis
Claim
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive b…
|
F 27 3⁄5 | ||||||||
| 31210 |
ai-cost-optimizer
Claim
Cloudflare Workers MCP server: ai-cost-optimizer
|
F 27 3⁄5 | ||||||||
| 31211 |
Agent Analytics
Claim
Analytics your AI agent can actually use. Track, experiment, and optimize via M…
|
F 27 3⁄5 | ||||||||
| 31212 |
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
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F 27 3⁄5 | ||||||||
| 31213 |
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
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F 27 3⁄5 | ||||||||
| 31214 |
security-orchestra
Claim
Multi-agent MCP platform for data centers and critical power.
|
F 27 3⁄5 | ||||||||
| 31215 |
smartling-mcp-server
Claim
Smartling MCP Server
|
F 27 3⁄5 | ||||||||
| 31216 |
fixatia-property-search
Claim
Search real estate auction properties across Europe with filtering by country, …
|
F 27 3⁄5 | ||||||||
| 31217 |
Search and browse cars for all-inclusive subscription on FINN. Prices, specs, a…
|
F 27 3⁄5 | ||||||||
| 31218 |
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
|
F 27 2⁄5 | ||||||||
| 31219 |
Loblaw Grocery Search
Claim
Find grocery products across Loblaw’s online catalog. Compare brands and sizes …
|
F 27 3⁄5 | ||||||||
| 31220 |
gas-library-hub
Claim
Search and discover Google Apps Script libraries with AI-generated summaries
|
F 27 3⁄5 | ||||||||
| 31221 |
AgnicPay
Claim
X402 payment MCP for AI agents. Auto-pay 300+ APIs with USDC on Base and Solana.
|
F 27 3⁄5 | ||||||||
| 31222 |
Lassare
Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
|
F 27 3⁄5 | ||||||||
| 31223 |
luviner
Claim
13 neural engines for time-series anomaly detection, classification, and root c…
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F 27 3⁄5 | ||||||||
| 31224 |
AI fashion design — product photos, videos, tech packs, colorways & fabric sims.
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F 27 3⁄5 | ||||||||
| 31225 |
Updated 9-16-25 Fixed EV issues Connections should be solid! v3.1.0
GREAT NEWS:…
|
F 27 3⁄5 | ||||||||
| 31226 |
Instant MCP hosting for AI-generated web content. Publish HTML/CSS/JS, get a li…
|
F 27 3⁄5 | ||||||||
| 31227 |
IOX Cloud
Claim
Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.
|
F 27 3⁄5 | ||||||||
| 31228 |
Work IQ Word MCP Server
Claim
MCP Server containing tools to work with Microsoft Word document
|
F 27 3⁄5 | ||||||||
| 31229 |
Gemina
Claim
Extract, search and tag any document: invoices, receipts, contracts, templates.…
|
F 27 3⁄5 | ||||||||
| 31230 |
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due dilig…
|
F 27 3⁄5 | ||||||||
| 31231 |
MCP server for Mudrex futures trading enabling AI agents to securely access dat…
|
F 27 3⁄5 | ||||||||
| 31232 |
TubExperto
Claim
Personal YouTube AI knowledge base powered by RAG. Query your subscribed YouTub…
|
F 27 3⁄5 | ||||||||
| 31233 |
Plan group events together: dates, itineraries, expenses, polls, and tasks.
|
F 27 3⁄5 | ||||||||
| 31234 |
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
|
F 27 3⁄5 | ||||||||
| 31235 |
Search and book last-minute tours and activities in 28 cities from 21 suppliers.
|
F 27 3⁄5 | ||||||||
| 31236 |
Venture intelligence for autonomous agents with discovery, scoring, and workspa…
|
F 27 3⁄5 | ||||||||
| 31237 |
AgentBuilders
Claim
Deploy full-stack web apps with database, file storage, auth, and RBAC via a si…
|
F 27 3⁄5 | ||||||||
| 31238 |
ABMeter
Claim
Run A/B experiments through your AI assistant. SDKs for Ruby, Python, JS, Node,…
|
F 27 3⁄5 | ||||||||
| 31239 |
Verified hardware specs for AI agents. GPUs, CPUs, PSUs with fuzzy matching.
|
F 27 3⁄5 | ||||||||
| 31240 |
Eurostat Statistics
Claim
Access European statistics: GDP, unemployment, inflation, population data.
|
F 27 3⁄5 | ||||||||
| 31241 |
webforj-mcp
Claim
The official Model Context Protocol server for webforJ - providing AI assistant…
|
F 27 3⁄5 | ||||||||
| 31242 |
Kiosk Builder
Claim
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
|
F 27 3⁄5 | ||||||||
| 31243 |
stock-moves-explained
Claim
Explains why stocks moved. 'Why did Tesla drop?' 'What happened to NVDA?' S&P 5…
|
F 27 3⁄5 | ||||||||
| 31244 |
SEC EDGAR Financial Data
Claim
Search SEC EDGAR filings, financial statements, and company data.
|
F 27 3⁄5 | ||||||||
| 31245 |
mcp-relay
Claim
RunRelay MCP relay — AI agent threads, HITL confirmations, and travel capabilit…
|
F 27 3⁄5 | ||||||||
| 31246 |
cdgcsearchmetadata
Claim
Provides metadata information to AI agents through the search API.
|
F 27 3⁄5 | ||||||||
| 31247 |
agent-press
Claim
Agent Press: news MCP server streaming company headlines
|
F 27 3⁄5 | ||||||||
| 31248 |
AI agent registry — search, discover, register, and connect agents via MCP.
|
F 27 3⁄5 | ||||||||
| 31249 |
TrustLayer
Claim
Agent reputation scoring: trust scores, Sybil detection, cross-chain identity f…
|
F 27 3⁄5 | ||||||||
| 31250 |
talent-ecosystem
Claim
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
|
F 27 3⁄5 | ||||||||