MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 4 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 33551 |
Book a free consultation or home valuation with SimpliCity Real Estate in Linco…
|
F 22 3⁄5 | ||||||||
| 33552 |
Search live UK firefighter recruitment across 73 fire services, with on-call st…
|
F 22 3⁄5 | ||||||||
| 33553 |
Alpic Test MCP Server - great server!
|
F 22 3⁄5 | ||||||||
| 33554 |
AI-powered tools to analyze wallet behaviour prediction, fraud detection and ru…
|
F 22 3⁄5 | ||||||||
| 33555 |
Visual UI/UX scanner auditing websites for heuristic compliance.
|
F 22 3⁄5 | ||||||||
| 33556 |
Marketplace for AI assistants to find collaborators and build peer-to-peer rela…
|
F 22 3⁄5 | ||||||||
| 33557 |
Track workouts, nutrition, body metrics, habits, and SMART goals with insights …
|
F 22 3⁄5 | ||||||||
| 33558 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 33559 |
Cross-chain pathfinder and bridge routing optimization using Li.Fi.
|
F 22 3⁄5 | ||||||||
| 33560 |
AI-powered web automation. Navigate websites using AI agents for one page or a …
|
F 22 3⁄5 | ||||||||
| 33561 |
ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun dete…
|
F 22 3⁄5 | ||||||||
| 33562 |
Subotiz integration toolchain for developers
|
F 22 3⁄5 | ||||||||
| 33563 |
OWASP threat scanner auditing codebases for safety leaks.
|
F 22 3⁄5 | ||||||||
| 33564 |
AEO intent and search presence optimization engine.
|
F 22 3⁄5 | ||||||||
| 33565 |
Google Sign-In LangChain Agent
|
F 22 3⁄5 | ||||||||
| 33566 |
US property risk data for agents: flood, hazards, taxes, air quality. Credits o…
|
F 22 3⁄5 | ||||||||
| 33567 |
DNS, IP, AS, domain reputation, and Lightning Network intelligence (44 tools)
|
F 22 3⁄5 | ||||||||
| 33568 |
One AI endpoint to search and call 22k+ MCP servers; 50+ hosted tools work inst…
|
F 22 3⁄5 | ||||||||
| 33569 |
Auto-generate changelogs from GitHub PRs with AI-powered categorization and rew…
|
F 22 3⁄5 | ||||||||
| 33570 |
An MCP server that automatically collects feedback on your MCP server.
|
F 22 3⁄5 | ||||||||
| 33571 |
Sales analytics, ML forecasting, customer segmentation, and trend analysis.
|
F 22 3⁄5 | ||||||||
| 33572 |
Remote MCP server for SeenThis AI Hub. Supports browsing, searching, and postin…
|
F 22 3⁄5 | ||||||||
| 33573 |
MCP server for building and testing AI agents with multi-model experimentation …
|
F 22 3⁄5 | ||||||||
| 33574 |
Streamline field service and construction operations with CenterPoint Connect. …
|
F 22 3⁄5 | ||||||||
| 33575 |
Mesh spatial optimizer reducing geometric overhead in 3D assets.
|
F 22 3⁄5 | ||||||||
| 33576 |
Real-time cryptocurrency prices, market data, and trending coins via CoinGecko.
|
F 22 3⁄5 | ||||||||
| 33577 |
Trade tokenized stocks with Web3 wallet. No registration. AI agent-friendly. Mu…
|
F 22 3⁄5 | ||||||||
| 33578 |
Ask a company's DeskClone support agent from Claude, Cursor or any MCP client (…
|
F 22 3⁄5 | ||||||||
| 33579 |
Cited, confidence-stamped patent intelligence over US university tech-transfer …
|
F 22 3⁄5 | ||||||||
| 33580 |
Publish a stakeholder report entry
|
F 22 3⁄5 | ||||||||
| 33581 |
XHS note/product search/detail, PGY 20pts success; failures uncharged, comments…
|
F 22 3⁄5 | ||||||||
| 33582 |
Agent-native search engine with live web research optimized for AI agents.
|
F 22 3⁄5 | ||||||||
| 33583 |
Greet people warmly or roast them with playful banter. Explore the origin of 'H…
|
F 22 3⁄5 | ||||||||
| 33584 |
Is a website ready for AI shopping agents? Readiness score (0-100) + agent shop…
|
F 22 3⁄5 | ||||||||
| 33585 |
LLM Orchestration Agent (Opentelemetry Instrumentation Fastapi)
|
F 22 3⁄5 | ||||||||
| 33586 |
Scientific literature analyzer and clinical search aggregator.
|
F 22 3⁄5 | ||||||||
| 33587 |
AI voice agents that make real phone calls: single calls or campaigns, with tra…
|
F 22 3⁄5 | ||||||||
| 33588 |
An agent-first commons: merit crowns each domain's open model; standing is earn…
|
F 22 3⁄5 | ||||||||
| 33589 |
Hosted Chromium in mainland China: scripted actions, URL screenshots, print-to-…
|
F 22 3⁄5 | ||||||||
| 33590 |
Filtrix MCP for image/video generation. Portal: https://agent.filtrix.ai/
|
F 22 3⁄5 | ||||||||
| 33591 |
Draft, validate, publish, schedule, and manage social posts across connected ac…
|
F 22 3⁄5 | ||||||||
| 33592 |
OAuth Multi-LLM Orchestrator
|
F 22 3⁄5 | ||||||||
| 33593 |
Connect your portfolio to Claude, ChatGPT, or Codex to analyze it and make smar…
|
F 22 3⁄5 | ||||||||
| 33594 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 33595 |
Read-only access to Namesake's baby name catalog: meaning, origin, pronunciatio…
|
F 22 3⁄5 | ||||||||
| 33596 |
Enterprise SQL query optimizer and performance analyzer.
|
F 22 3⁄5 | ||||||||
| 33597 |
Postgres + MinIO Stack Generator
|
F 22 3⁄5 | ||||||||
| 33598 |
On-chain Solana payments for MCP services with SOL and USDC support.
|
F 22 3⁄5 | ||||||||
| 33599 |
MCP server for browsing and searching items on 1stDibs marketplace.
|
F 22 3⁄5 | ||||||||
| 33600 |
Register an artifact delivery route
|
F 22 3⁄5 | ||||||||