MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28051
Generate AI talking-head videos with custom characters and voices.
F 34 25 0 67
28052
DoneThat Claim 1
Privacy-first work tracking with summaries, reports, coaching, and AI-ready lon…
F 34 25 0 67
28053
QueryBear Claim 1
Safe, read-only Postgres and MySQL access for AI agents. Audit log + column-lev…
F 34 25 0 67
28054
MyRouteOnline Claim 1
Multi-stop route optimization, navigation links, and email delivery. Powered by…
F 34 25 0 67
28055
Redesign interiors and exteriors instantly using AI. Turn sketches into realist…
F 34 25 0 67
28056
SimStim Claim 1
Deploy sims to any screen. Control your displays with Claude.
F 34 25 0 67
28057
Lenderprice MCP Claim 1
MCP server that exposes the Lenderprice platform's capabilities to AI models.
F 34 25 0 67
28058
Daily data: jobs, VC funding, domain drops, patents, gov contracts, crypto. Bit…
F 34 25 0 67
28059
DirtSignal Claim 1
Florida property distress signals: code violations and recorded liens.
F 34 25 0 67
28060
AI marketing — content generation, competitor analysis, social publishing, and …
F 34 25 0 67
28061
Create and edit creator-ready images and videos with Zark.
F 34 25 0 67
28062
lead411 Claim 1
B2B lead generation, company search, and contact enrichment from Lead411.
F 34 25 0 67
28063
VarynForge Claim 1
SEO research SaaS exposed as 30+ MCP tools. Forge niche analysis, plans, and wr…
F 34 25 0 67
28064
x402 dataset vending for AI agents: list, preview, quote, purchase, needs intak…
F 34 25 0 67
28065
mcp-server Claim 1
AI agent tools: web search, browser, 400+ LLMs, image gen, TTS, phone verify. P…
F 34 25 0 67
28066
Ryxell Claim 1
Agent search: query-tailored web/news/paper/podcast segments, not full pages or…
F 34 25 0 67
28067
Filepad Claim 1
Connect AI agents to Filepad workspaces through OAuth MCP.
F 34 25 0 67
28068
catchintent Claim 1
AI-native social listening. Monitor buying signals and run GTM workflows via na…
F 34 25 0 67
28069
Atomic CSS Claim 1
Utility CSS for any platform — near-zero learning curve. Built for developers a…
F 34 25 0 67
28070
yultrace-audit Claim 1
EVM audit (Slither + source + security.txt + MCP-probe + wallet-exposure). 6 to…
F 34 25 0 67
28071
memnode Claim 1
Persistent, inspectable memory for AI agents with lineage, correction, and a ho…
F 34 25 0 67
28072
SEOAudit Claim 1
On-page SEO analysis, HTTP header checks, broken link detection, and robots.txt…
F 34 25 0 67
28073
ParseBounce Claim 1
Email deliverability monitoring and sending: bounces, complaints, suppression, …
F 34 25 0 67
28074
20 MCP tools for Pitt County NC real estate — parcels, permits, sales, builders…
F 34 25 0 67
28075
UptimeProbe Claim 1
HTTP health checks, SSL expiry monitoring, TCP port scanning, and batch URL tes…
F 34 25 0 67
28076
Cars.com listings, VIN lookups, and dealer inventory for car-buying assistants.
F 34 25 0 67
28077
RU Books MCP Claim 2
MCP server for Russian books search, details, and recommendation candidates.
F 34 25 0 67
28078
Repo-to-RAG Claim 1
GitHub repository vectorizer and context synthesizer for RAG pipelines.
F 34 25 0 67
28079
QRGenerator Claim 1
Generate QR codes with custom colors, logos, vCards, and WiFi configs.
F 34 25 0 67
28080
Vyra Claim 1
Edit video by talking to your AI — search footage, cut timelines, apply effects…
F 34 25 0 67
28081
Octopad Claim 1
The back-office workspace for your team's AIs: tasks, knowledge and context sha…
F 34 25 0 67
28082
Bitpoort Claim 1
On-chain blockchain data for AI agents across Ethereum, Bitcoin, and Hyperliqui…
F 34 25 0 67
28083
Property management AI: work orders, vendors, appliances, and triage for Claude…
F 34 25 0 67
28084
1k-patient-mcp Claim 1
1k patient MCP server
F 34 25 0 67
28085
Real-time order tracking for Shopify merchants: look up, list, and refresh ship…
F 34 25 0 67
28086
serkan-ozal
An MCP Server enables AI assistants to autonomously test, debug, and validate w…
F 34 25 N/A 0 69
28087
The CloudBees Unify MCP server for managing Feature Management,CI/CD,Release Or…
F 34 25 0 67
28088
WordPress AI content generation, images, SEO, automation. 121 tools.
F 34 25 0 67
28089
Lucid Claim 1
Lucid’s connector creates diagrams, searches, shares, and retrieves docs to sum…
F 34 25 0 67
28090
bitquery
Bitquery MCP Claim 1
Real-time Blockchain Trading intelligence - Token prices, trades, marketcap, Tr…
F 34 25 0 67
28091
Single-property deep-dive: history, price/sqft, days-on-market, comps from a Re…
F 34 25 0 67
28092
Biz Planner Claim 1
AI-powered financial simulator for entrepreneurs — simulate, analyze, and plan …
F 34 25 0 67
28093
ComplyHat Claim 1
MCP for AI compliance documentation across SR 26-2, EU AI Act, NIST AI RMF, and…
F 34 25 0 67
28094
abm-dev-git
abm-mcp Claim 1
Account-based marketing for AI agents. A great rep once knew every account. Now…
F 34 25 0 67
28095
GroundAPI Claim 1
Real-time data API for AI Agents: stocks, weather, forex, logistics, search, sc…
F 34 25 0 67
28096
Parallect Claim 1
Fan out deep research across multiple AI providers, synthesize into one unified…
F 34 25 0 67
28097
Hosted codebase intelligence for repos indexed on repowise.dev — no local index…
F 34 25 0 67
28098
DeFi smart contract forensic auditor and vulnerability scanner.
F 34 25 0 67
28099
Paid remote MCP for context-budget routing, schema cost estimates, usage audits…
F 34 25 0 67
28100
Cotribute MCP Claim 1
Connect AI agents to financial institution origination, analytics, and complian…
F 34 25 0 67
Showing 28051–28100 of 45732 servers
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