MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32201 |
Access Japan's finest Michelin-starred restaurants. Search, check availability,…
|
F 22 3⁄5 | ||||||||
| 32202 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 32203 |
Multi-language debug skills and code execution helper.
|
F 22 3⁄5 | ||||||||
| 32204 |
Institutional-grade financial data: earnings, estimates, guidance, stock prices…
|
F 22 3⁄5 | ||||||||
| 32205 |
Automated code modernizer converting legacy logic to ESNext.
|
F 22 3⁄5 | ||||||||
| 32206 |
Analyze your campaigns any way you want, with AI.
|
F 22 3⁄5 | ||||||||
| 32207 |
Turn a written schedule into a live calendar link people subscribe to in Apple,…
|
F 22 3⁄5 | ||||||||
| 32208 |
Unexpected questions and lateral thinking prompts to break through mental block…
|
F 22 3⁄5 | ||||||||
| 32209 |
Merchant intelligence for AI agents: brand/operator/location hierarchy + indust…
|
F 22 3⁄5 | ||||||||
| 32210 |
Send friendly greetings to people by name. Discover the origin story behind 'He…
|
F 22 3⁄5 | ||||||||
| 32211 |
Federal+SLED govcon MCP: SAM, USASpending, recompete, hearings, policy intel, s…
|
F 22 3⁄5 | ||||||||
| 32212 |
Scans schema metadata to classify PHI, score HIPAA readiness, and generate comp…
|
F 22 3⁄5 | ||||||||
| 32213 |
DEPRECATED — use com.traderwai/traderwai instead.
|
F 22 3⁄5 | ||||||||
| 32214 |
NaN - DO not use, test.
|
F 22 3⁄5 | ||||||||
| 32215 |
Public holiday data for 30+ countries. Check holidays, working days and calenda…
|
F 22 3⁄5 | ||||||||
| 32216 |
300 contemplative moving art works by César Yagüe. Search, browse, get recommen…
|
F 22 3⁄5 | ||||||||
| 32217 |
Append a scenario planning amount
|
F 22 3⁄5 | ||||||||
| 32218 |
Ranks the best AI tool or API per task: transcription, TTS, web search, scrapin…
|
F 22 3⁄5 | ||||||||
| 32219 |
Front-end slide deck generator and layout compiler.
|
F 22 3⁄5 | ||||||||
| 32220 |
SEO agent for WordPress. Grows your organic traffic on autopilot. 14 tools, zer…
|
F 22 3⁄5 | ||||||||
| 32221 |
Process monitoring for AI agents: start runs, submit per-task evidence, complet…
|
F 22 3⁄5 | ||||||||
| 32222 |
Real-time supply chain risk intelligence with composite scoring and early warni…
|
F 22 3⁄5 | ||||||||
| 32223 |
Données immobilières officielles françaises (DVF+, cadastre, DPE, risques, urba…
|
F 22 3⁄5 | ||||||||
| 32224 |
Game-dev sprite tools: PNG/GIF to spritesheet, split, trim, animate. OAuth-auth…
|
F 22 3⁄5 | ||||||||
| 32225 |
CRM + visual automation builder AI agents can drive via MCP: contacts, tags, ma…
|
F 22 3⁄5 | ||||||||
| 32226 |
Preflight agent claims, issue checkout links, and verify signed Corbelworks act…
|
F 22 3⁄5 | ||||||||
| 32227 |
AI-powered tools to analyze wallet behaviour prediction, fraud detection and ru…
|
F 22 3⁄5 | ||||||||
| 32228 |
SAML and OIDC authentication integration orchestrator.
|
F 22 3⁄5 | ||||||||
| 32229 |
Semantic search across 5 US government healthcare databases.
|
F 22 3⁄5 | ||||||||
| 32230 |
SEC filing intelligence for AI agents. Financials, screening, peer comparison f…
|
F 22 3⁄5 | ||||||||
| 32231 |
Agent-native document parsing: PDF, scans and FR/EU invoices to structured JSON…
|
F 22 3⁄5 | ||||||||
| 32232 |
Real-time SBIR, CSO & BAA opportunities from DSIP, SAM.gov, Grants.gov & more —…
|
F 22 3⁄5 | ||||||||
| 32233 |
Paid remote MCP for governed database query review, SQL simulation, approvals, …
|
F 22 3⁄5 | ||||||||
| 32234 |
Sales analytics, ML forecasting, customer segmentation, and trend analysis.
|
F 22 3⁄5 | ||||||||
| 32235 |
AI-powered patent intelligence for search & analysis
|
F 22 3⁄5 | ||||||||
| 32236 |
Generate professional PowerPoint presentations from text, YouTube videos, or st…
|
F 22 3⁄5 | ||||||||
| 32237 |
Deep fundamental data & SEC filings from public companies — operating KPIs not …
|
F 22 3⁄5 | ||||||||
| 32238 |
MCP server for building and testing AI agents with multi-model experimentation …
|
F 22 3⁄5 | ||||||||
| 32239 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 32240 |
Weather forecasts, current conditions, and location search via Open-Meteo.
|
F 22 3⁄5 | ||||||||
| 32241 |
McDonald's China MCP Server with event calendar, coupon inquiries and redemptio…
|
F 22 3⁄5 | ||||||||
| 32242 |
BJJ video analysis — YOLO pose detection, AI technique analysis, and highlight …
|
F 22 3⁄5 | ||||||||
| 32243 |
Courtière IA française : taux immobiliers du jour, capacité d emprunt HCSF, rad…
|
F 22 3⁄5 | ||||||||
| 32244 |
Verify Algerian digital certificates and find certified professionals for hirin…
|
F 22 3⁄5 | ||||||||
| 32245 |
Interact with your Google Cloud Composer resources using natural language comma…
|
F 22 3⁄5 | ||||||||
| 32246 |
An MCP server that automatically collects feedback on your MCP server.
|
F 22 3⁄5 | ||||||||
| 32247 |
Extension bundler packaging plugins for AI agent ecosystems.
|
F 22 3⁄5 | ||||||||
| 32248 |
Cars.com listings, VIN lookups, and dealer inventory for car-buying assistants.
|
F 22 3⁄5 | ||||||||
| 32249 |
중소 제조기업용 ERP 조회 전용 MCP 서버(재고·매출·채권·수주/발주·회계). 쓰기 도구 없음.
|
F 22 3⁄5 | ||||||||
| 32250 |
Breathe with Confidence. Live MCP catalog for PuroAir HEPA air purifiers - stoc…
|
F 22 3⁄5 | ||||||||