MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31651 |
Institutional-grade financial data: earnings, estimates, guidance, stock prices…
|
F 22 3⁄5 | ||||||||
| 31652 |
Merchant intelligence for AI agents: brand/operator/location hierarchy + indust…
|
F 22 3⁄5 | ||||||||
| 31653 |
An agent-first commons: merit crowns each domain's open model; standing is earn…
|
F 22 3⁄5 | ||||||||
| 31654 |
Scans schema metadata to classify PHI, score HIPAA readiness, and generate comp…
|
F 22 3⁄5 | ||||||||
| 31655 |
Text humanization and semantic camouflaging engine to bypass detectors.
|
F 22 3⁄5 | ||||||||
| 31656 |
Cloud-hosted MCP server for Epidemic Sound
|
F 22 3⁄5 | ||||||||
| 31657 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 31658 |
Automated API pentesting and structural fuzzing proxy.
|
F 22 3⁄5 | ||||||||
| 31659 |
Encrypted env variables manager with zero-leak capabilities.
|
F 22 3⁄5 | ||||||||
| 31660 |
Book London airport & cruise port transfers to any UK address. Fixed prices, fr…
|
F 22 3⁄5 | ||||||||
| 31661 |
Manage workouts, nutrition, goals, and progress across the FitAF platform. Conn…
|
F 22 3⁄5 | ||||||||
| 31662 |
Official MCP server for managing OVHcloud infrastructures, services & account
|
F 22 3⁄5 | ||||||||
| 31663 |
Algorithmic flashcard and quiz generator for targeted learning.
|
F 22 3⁄5 | ||||||||
| 31664 |
Turn a written schedule into a live calendar link people subscribe to in Apple,…
|
F 22 3⁄5 | ||||||||
| 31665 |
Structured knowledge base for AI agent solutions. Search, explore, and retrieve…
|
F 22 3⁄5 | ||||||||
| 31666 |
UK government data intelligence with proprietary scoring from 400+ sources
|
F 22 3⁄5 | ||||||||
| 31667 |
Reference data API for classification systems, real-time world data, and unit c…
|
F 22 3⁄5 | ||||||||
| 31668 |
ProxyLink MCP server for finding and booking home service professionals
|
F 22 3⁄5 | ||||||||
| 31669 |
Marketplace for AI assistants to find collaborators and build peer-to-peer rela…
|
F 22 3⁄5 | ||||||||
| 31670 |
Weather forecasts, current conditions, and location search via Open-Meteo.
|
F 22 3⁄5 | ||||||||
| 31671 |
Search 8.5M scientific papers with LLM TLDRs, citations, linked entities, figur…
|
F 22 3⁄5 | ||||||||
| 31672 |
Personal todo list that persists across sessions and MCP clients. Create, updat…
|
F 22 3⁄5 | ||||||||
| 31673 |
3D graphic mesh generator and WebGL scene builder.
|
F 22 3⁄5 | ||||||||
| 31674 |
Brazilian investments MCP: B3 quotes, fundamentals, portfolio X-ray, theses and…
|
F 22 3⁄5 | ||||||||
| 31675 |
Append a scenario planning amount
|
F 22 3⁄5 | ||||||||
| 31676 |
SEC filing intelligence for AI agents. Financials, screening, peer comparison f…
|
F 22 3⁄5 | ||||||||
| 31677 |
Transform numbers by doubling them and adding 5. Get instant results with a cle…
|
F 22 3⁄5 | ||||||||
| 31678 |
Zero-knowledge proof validator and cryptographic locker.
|
F 22 3⁄5 | ||||||||
| 31679 |
Extension bundler packaging plugins for AI agent ecosystems.
|
F 22 3⁄5 | ||||||||
| 31680 |
AI coding assistant for Radzen Blazor — docs, APIs, code samples, and templates…
|
F 22 3⁄5 | ||||||||
| 31681 |
Remote MCP server for SeenThis AI Hub. Supports browsing, searching, and postin…
|
F 22 3⁄5 | ||||||||
| 31682 |
Front-end slide deck generator and layout compiler.
|
F 22 3⁄5 | ||||||||
| 31683 |
Provides access to Civic Plus - See Click Fix, allowing you to interact with yo…
|
F 22 3⁄5 | ||||||||
| 31684 |
Shopify store + product analysis for DTC competitive research.
|
F 22 3⁄5 | ||||||||
| 31685 |
Governance maturity assessment, compliance gap analysis, and evidence-linked br…
|
F 22 3⁄5 | ||||||||
| 31686 |
Evidence-grounded, graph-connected, correctable memory for agents.
|
F 22 3⁄5 | ||||||||
| 31687 |
Search 20,000+ corporate KPIs and 30,000+ source-attributed industry benchmarks…
|
F 22 3⁄5 | ||||||||
| 31688 |
Automated code modernizer converting legacy logic to ESNext.
|
F 22 3⁄5 | ||||||||
| 31689 |
DeFi MCP fleet: oracle, security audit, treasury yield, QA attestation, and com…
|
F 22 3⁄5 | ||||||||
| 31690 |
Multi-channel social sentiment aggregation oracle.
|
F 22 3⁄5 | ||||||||
| 31691 |
93 MCP tools for platform administration via AI agents. Billing, support, teams…
|
F 22 3⁄5 | ||||||||
| 31692 |
Virtual corporate debit card issuer for autonomous bot transactions.
|
F 22 3⁄5 | ||||||||
| 31693 |
Search and browse a curated gallery of memes, infographics, and visual content.
|
F 22 3⁄5 | ||||||||
| 31694 |
MCP tools for x402 readiness, paid-path probes, launch packs, and trust receipt…
|
F 22 3⁄5 | ||||||||
| 31695 |
Multi-agent swarm planner and project sprint allocator.
|
F 22 3⁄5 | ||||||||
| 31696 |
NLocq
|
F 22 3⁄5 | ||||||||
| 31697 |
AI predictions on psychedelic medicine regulation. 8-agent swarm, 460+ daily si…
|
F 22 3⁄5 | ||||||||
| 31698 |
Generate game sprite sheets and animations from an image, and clean up sprite b…
|
F 22 3⁄5 | ||||||||
| 31699 |
An MCP server for docs.continue.dev
|
F 22 3⁄5 | ||||||||
| 31700 |
Enables AI agents to access Bright Security tools for app discovery and securit…
|
F 22 3⁄5 | ||||||||