MCP Server Quality Scores
Independent quality analysis of 61082 public MCP servers
Last updated 2 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29701 |
Zero-knowledge proof validator and cryptographic locker.
|
F 22 3⁄5 | ||||||||
| 29702 |
Scrum sprint optimizer and automated project manager.
|
F 22 3⁄5 | ||||||||
| 29703 |
Identity infrastructure for the AI economy. Verify humans, query traits, earn U…
|
F 22 3⁄5 | ||||||||
| 29704 |
Utility CSS for any platform — near-zero learning curve. Built for developers a…
|
F 22 3⁄5 | ||||||||
| 29705 |
Logistics path finder and supply chain route optimizer.
|
F 22 3⁄5 | ||||||||
| 29706 |
XHS note search, hot list, details, comments/replies, profiles, transcript.
|
F 22 3⁄5 | ||||||||
| 29707 |
Remote MCP server for SeenThis AI Hub. Supports browsing, searching, and postin…
|
F 22 3⁄5 | ||||||||
| 29708 |
Transform unstructured text into queryable semantic knowledge graphs.
|
F 22 3⁄5 | ||||||||
| 29709 |
Manage EchoRelay relay projects from any MCP client: lines, endpoints, keys, bi…
|
F 22 3⁄5 | ||||||||
| 29710 |
Advanced text styling to preserve semantic human flow.
|
F 22 3⁄5 | ||||||||
| 29711 |
Track workouts, nutrition, body metrics, habits, and SMART goals with insights …
|
F 22 3⁄5 | ||||||||
| 29712 |
Post + comment + subreddit search with comment-level depth for sentiment work.
|
F 22 3⁄5 | ||||||||
| 29713 |
Research portfolio management — organize projects and track research artifacts.
|
F 22 3⁄5 | ||||||||
| 29714 |
Travel & commerce intelligence for AI agents: search, book & price-track hotels…
|
F 22 3⁄5 | ||||||||
| 29715 |
Search the public Xavio catalog and create firm checkout quotes.
|
F 22 3⁄5 | ||||||||
| 29716 |
OWASP threat scanner auditing codebases for safety leaks.
|
F 22 3⁄5 | ||||||||
| 29717 |
Hosted MCP memory and agent control plane for durable conversations, jobs, and …
|
F 22 3⁄5 | ||||||||
| 29718 |
LLM query cost optimizer minimizing context waste.
|
F 22 3⁄5 | ||||||||
| 29719 |
Code intelligence for LLMs. Analyze, search, and retrieve code from any public …
|
F 22 3⁄5 | ||||||||
| 29720 |
Equip AI with tools for researching economic data from Federal Reserve Economic…
|
F 22 3⁄5 | ||||||||
| 29721 |
DeFi MCP fleet: oracle, security audit, treasury yield, QA attestation, and com…
|
F 22 3⁄5 | ||||||||
| 29722 |
Acoustic deepfake detector and voice biometrics auditor.
|
F 22 3⁄5 | ||||||||
| 29723 |
Automated code modernizer converting legacy logic to ESNext.
|
F 22 3⁄5 | ||||||||
| 29724 |
8 AI services via MCP: content, code, image, docs, data extraction, translation…
|
F 22 3⁄5 | ||||||||
| 29725 |
Dungeons & Dragons (D&D) and TTRPG companion: SessionKeeper sessions, NPCs, wik…
|
F 22 3⁄5 | ||||||||
| 29726 |
Weather forecasts, current conditions, and location search via Open-Meteo.
|
F 22 3⁄5 | ||||||||
| 29727 |
Independent real estate market data for Marbella's 28 sub-areas.
|
F 22 3⁄5 | ||||||||
| 29728 |
Showcase validator orchestrating multi-agent swarm governance and payments.
|
F 22 3⁄5 | ||||||||
| 29729 |
Memory for deep conversational context across any platform
|
F 22 3⁄5 | ||||||||
| 29730 |
Access Google & Meta Ads data via AI. Analyse campaign performance in seconds.
|
F 22 3⁄5 | ||||||||
| 29731 |
Terms of Service contract analyzer flagging abusive clauses.
|
F 22 3⁄5 | ||||||||
| 29732 |
Database health auditor monitoring query latencies.
|
F 22 3⁄5 | ||||||||
| 29733 |
Driverless delivery.
|
F 22 3⁄5 | ||||||||
| 29734 |
A sample zoo MCP server
|
F 22 3⁄5 | ||||||||
| 29735 |
AI-powered tools to analyze wallet behaviour prediction, fraud detection and ru…
|
F 22 3⁄5 | ||||||||
| 29736 |
Autonomous legal contract testing suite checking syntax anomalies.
|
F 22 3⁄5 | ||||||||
| 29737 |
PDF invoicing with auto-chase reminders, email delivery, and payment tracking.
|
F 22 3⁄5 | ||||||||
| 29738 |
Run Python code in a secure sandbox without local setup. Declare inline depende…
|
F 22 3⁄5 | ||||||||
| 29739 |
Connects AI agents to live, verified financial data from 18,000+ institutions —…
|
F 22 3⁄5 | ||||||||
| 29740 |
Visual UI/UX scanner auditing websites for heuristic compliance.
|
F 22 3⁄5 | ||||||||
| 29741 |
DNS, IP, AS, domain reputation, and Lightning Network intelligence (44 tools)
|
F 22 3⁄5 | ||||||||
| 29742 |
YouTube video search with transcript extraction as first-class output.
|
F 22 3⁄5 | ||||||||
| 29743 |
Greet anyone with a friendly, personalized hello. Explore the origin story of '…
|
F 22 3⁄5 | ||||||||
| 29744 |
Decentralized task broker and message relayer for multi-agent swarms.
|
F 22 3⁄5 | ||||||||
| 29745 |
Marketing strateeg portfolio met AI kennisbank voor marketing, sales en strateg…
|
F 22 3⁄5 | ||||||||
| 29746 |
Your unified inbox — everything that reaches you, understood and actionable fro…
|
F 22 3⁄5 | ||||||||
| 29747 |
Curated multilingual dictionary that names code identifiers from domain concept…
|
F 22 3⁄5 | ||||||||
| 29748 |
Multi-IDE settings translator mapping shortcuts between apps.
|
F 22 3⁄5 | ||||||||
| 29749 |
Disposable email inboxes for testing — create addresses, wait for messages, ext…
|
F 22 3⁄5 | ||||||||
| 29750 |
Full email marketing platform: inbox, campaigns, contacts, templates, and analy…
|
F 22 3⁄5 | ||||||||