MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31251 |
toolcallwitness-mcp
Claim
A witness layer for AI agent tool calls.
|
F 27 3⁄5 | ||||||||
| 31252 |
vest-mcp
Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
|
F 27 3⁄5 | ||||||||
| 31253 |
sectora
Claim
Threat intel + your scans/findings/Shield posture. CVE, EPSS, KEV, package vuln…
|
F 27 3⁄5 | ||||||||
| 31254 |
KeyID
Claim
Signup sessions, browser continuity, email, SMS, and OTP/TOTP infrastructure fo…
|
F 27 3⁄5 | ||||||||
| 31255 |
MCP server for Mudrex futures trading enabling AI agents to securely access dat…
|
F 27 3⁄5 | ||||||||
| 31256 |
security-orchestra
Claim
Multi-agent MCP platform for data centers and critical power.
|
F 27 3⁄5 | ||||||||
| 31257 |
Persis
Claim
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive b…
|
F 27 3⁄5 | ||||||||
| 31258 |
vsfclubmcpsrimaan
Claim
|
F 27 3⁄5 | ||||||||
| 31259 |
Loblaw Grocery Search
Claim
Find grocery products across Loblaw’s online catalog. Compare brands and sizes …
|
F 27 3⁄5 | ||||||||
| 31260 |
CrabbitMQ
Claim
Async message queue for AI agents. Self-provision queues, push/poll messages, n…
|
F 27 3⁄5 | ||||||||
| 31261 |
fiber-mcp
Claim
|
F 27 3⁄5 | ||||||||
| 31262 |
Agent Analytics
Claim
Analytics your AI agent can actually use. Track, experiment, and optimize via M…
|
F 27 3⁄5 | ||||||||
| 31263 |
PubMed Clinical Research
Claim
Search 36M+ PubMed biomedical articles and ClinicalTrials.gov studies.
|
F 27 3⁄5 | ||||||||
| 31264 |
TickerAPI
Claim
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
|
F 27 3⁄5 | ||||||||
| 31265 |
Google Calendar and Meet
Claim
Manage and automate your Google Meet workflows with enterprise-grade tools for …
|
F 27 3⁄5 | ||||||||
| 31266 |
Tenant Builder
Claim
Create and manage tenants with streamlined setup. Seed and update document temp…
|
F 27 3⁄5 | ||||||||
| 31267 |
smartling-mcp-server
Claim
Smartling MCP Server
|
F 27 3⁄5 | ||||||||
| 31268 |
ai-cost-optimizer
Claim
Cloudflare Workers MCP server: ai-cost-optimizer
|
F 27 3⁄5 | ||||||||
| 31269 |
MCP server for Pentest-Tools.com: run scans, manage findings and reports via yo…
|
F 27 3⁄5 | ||||||||
| 31270 |
Cloud101 Korea
Claim
키워드 기반으로 한국어 IT/클라우드 뉴스, 기술 블로그 포스팅 및 국내외 세미나·웨비나·컨퍼런스 일정을 수집하여 제공합니다. 한국어 사용자 …
|
F 27 3⁄5 | ||||||||
| 31271 |
fs-prospecting
Claim
|
F 27 3⁄5 | ||||||||
| 31272 |
cosync-remote
Claim
Knowledge graph ingestion, entity search, ontology analysis, and CoSync scoring.
|
F 27 3⁄5 | ||||||||
| 31273 |
diavgeia-mcp
Claim
Browse and search decisions published on Greece’s Diavgeia transparency portal.…
|
F 27 3⁄5 | ||||||||
| 31274 |
test-mcp
Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
|
F 27 3⁄5 | ||||||||
| 31275 |
mcp
Claim
GibsonAI MCP server: manage your databases with natural language
|
F 27 3⁄5 | ||||||||
| 31276 |
Osigu RCM
Claim
Gerencie cobranças, invoices e atendimentos do RCM da Osigu diretamente do seu …
|
F 27 3⁄5 | ||||||||
| 31277 |
Content Engine
Claim
AI content creation for autonomous agents. Generate video scripts, images, an…
|
F 27 3⁄5 | ||||||||
| 31278 |
Ansvar: US Law
Claim
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier.
|
F 27 3⁄5 | ||||||||
| 31279 |
Tenant Builder
Claim
Provision new tenants with admin setup and initial document templates. Add docu…
|
F 27 3⁄5 | ||||||||
| 31280 |
agentstamp
Claim
Trust intelligence for AI agents — identity stamps, reputation scoring (0-100),…
|
F 27 3⁄5 | ||||||||
| 31281 |
Signed Buildability Oracle for AI-for-science papers. ed25519 receipts, Wave pr…
|
F 27 3⁄5 | ||||||||
| 31282 |
coinex_mcp_server
Claim
# CoinEx MCP Server
A Model Context Protocol (MCP) server that enables AI agen…
|
F 27 3⁄5 | ||||||||
| 31283 |
Mediastack News
Claim
Track breaking news worldwide with granular filters for keywords, sources, coun…
|
F 27 3⁄5 | ||||||||
| 31284 |
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
|
F 27 3⁄5 | ||||||||
| 31285 |
Warp Freight
Claim
Track, document, and audit freight across 20,000+ carriers and 50+ cross-docks.
|
F 27 3⁄5 | ||||||||
| 31286 |
AI fashion design — product photos, videos, tech packs, colorways & fabric sims.
|
F 27 3⁄5 | ||||||||
| 31287 |
Talk2Data InsightGenius
Claim
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
|
F 27 3⁄5 | ||||||||
| 31288 |
Model ID Cheatsheet
Claim
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
|
F 27 3⁄5 | ||||||||
| 31289 |
FlowSheets
Claim
Trigger workflows, manage worksheets, and collaborate on record discussions. Cr…
|
F 27 3⁄5 | ||||||||
| 31290 |
stock-moves-explained
Claim
Explains why stocks moved. 'Why did Tesla drop?' 'What happened to NVDA?' S&P 5…
|
F 27 3⁄5 | ||||||||
| 31291 |
claude-context-bridge
Claim
Share context and questions between Claude instances — VS Code, claude.ai web, …
|
F 27 3⁄5 | ||||||||
| 31292 |
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
|
F 27 3⁄5 | ||||||||
| 31293 |
LiveCheck AI
Claim
Secure MCP runtime server for scanning and autofixing code issues
|
F 27 3⁄5 | ||||||||
| 31294 |
Plan group events together: dates, itineraries, expenses, polls, and tasks.
|
F 27 3⁄5 | ||||||||
| 31295 |
vap-e
Claim
AI media generation for agents. Images via FLUX 1.1 Pro, videos via Veo 3.1.
|
F 27 3⁄5 | ||||||||
| 31296 |
Kiosk Builder
Claim
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
|
F 27 3⁄5 | ||||||||
| 31297 |
deplyed_mcp
Claim
Provide a brief overview of what this integrates and the primary benefit to use…
|
F 27 3⁄5 | ||||||||
| 31298 |
clawmanagerfleet-mcp
Claim
A paid remote MCP for ClawManager, built to return verdicts, receipts, usage lo…
|
F 27 3⁄5 | ||||||||
| 31299 |
SpendNod
Claim
AI agent spending controls. Set limits, blocklists, and caps. Approve transacti…
|
F 27 3⁄5 | ||||||||
| 31300 |
Generate, edit, and explore AI images. Flux, Imagen, LoRA identity swap, upscal…
|
F 27 3⁄5 | ||||||||