MCP Server Quality Scores
Independent quality analysis of 64827 public MCP servers
Last updated 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30301 |
Driverless delivery.
|
F 22 3⁄5 | ||||||||
| 30302 |
IFRS engine: 27 standards, journal entries, XBRL tags, ECL, CGU impairment, def…
|
F 22 3⁄5 | ||||||||
| 30303 |
Redesign interiors and exteriors instantly using AI. Turn sketches into realist…
|
F 22 3⁄5 | ||||||||
| 30304 |
Full email marketing platform: inbox, campaigns, contacts, templates, and analy…
|
F 22 3⁄5 | ||||||||
| 30305 |
Real-time cryptocurrency prices, market data, and trending coins via CoinGecko.
|
F 22 3⁄5 | ||||||||
| 30306 |
Headless browser primitives for AI agents when sites need real JS rendering.
|
F 22 3⁄5 | ||||||||
| 30307 |
Corporate email and chat thread summarization parser.
|
F 22 3⁄5 | ||||||||
| 30308 |
Bounty-feed search 386 rows across 9 sources (Bountycaster/Dework/Sherlock/Algo…
|
F 22 3⁄5 | ||||||||
| 30309 |
Play a legendary text adventure by talking to your AI — no commands to memorize…
|
F 22 3⁄5 | ||||||||
| 30310 |
C2PA standard visual authenticity scanner and metadata auditor.
|
F 22 3⁄5 | ||||||||
| 30311 |
Cross-chain pathfinder and bridge routing optimization using Li.Fi.
|
F 22 3⁄5 | ||||||||
| 30312 |
Automated codebase refactoring and type safety validator.
|
F 22 3⁄5 | ||||||||
| 30313 |
Remote MCP server for SeenThis AI Hub. Supports browsing, searching, and postin…
|
F 22 3⁄5 | ||||||||
| 30314 |
Connect your AI assistant to Produktly. Read changelogs, feedback responses, an…
|
F 22 3⁄5 | ||||||||
| 30315 |
AI-powered forex and crypto trading analysis with real-time data across 127+ in…
|
F 22 3⁄5 | ||||||||
| 30316 |
Marketplace for AI assistants to find collaborators and build peer-to-peer rela…
|
F 22 3⁄5 | ||||||||
| 30317 |
Google and Meta ad campaign bidding optimizer.
|
F 22 3⁄5 | ||||||||
| 30318 |
AI agent gateway with web fetching, data extraction, crypto pricing, and x402 p…
|
F 22 3⁄5 | ||||||||
| 30319 |
An MCP server that provides access to Testiny projects, test cases and test runs
|
F 22 3⁄5 | ||||||||
| 30320 |
Escrow protection for agent payments on Base — USDC held in smart contract unti…
|
F 22 3⁄5 | ||||||||
| 30321 |
Aspire Learning MCP — browse courses, chapters, lessons, and import LaTeX quizz…
|
F 22 3⁄5 | ||||||||
| 30322 |
Build and publish multiplayer apps and games on Neblla: scaffold, edit files, s…
|
F 22 3⁄5 | ||||||||
| 30323 |
Scan an MCP server for EU AI Act Art. 50, tool quality, OAuth hygiene & securit…
|
F 22 3⁄5 | ||||||||
| 30324 |
x402 dataset vending for AI agents: list, preview, quote, purchase, needs intak…
|
F 22 3⁄5 | ||||||||
| 30325 |
Hacker News and technical blog developer outreach parser.
|
F 22 3⁄5 | ||||||||
| 30326 |
Free e-signature for humans and AI agents — zero-document PDF signing from hash…
|
F 22 3⁄5 | ||||||||
| 30327 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 30328 |
run any ai model. compose agents, stack knowledge, connect tools. one api, pay …
|
F 22 3⁄5 | ||||||||
| 30329 |
Real-time Amazon prices, product search, 90-day history, AI forecasts, and pric…
|
F 22 3⁄5 | ||||||||
| 30330 |
EVM audit (Slither + source + security.txt + MCP-probe + wallet-exposure). 6 to…
|
F 22 3⁄5 | ||||||||
| 30331 |
Get real-time NYC bus arrivals, live vehicle locations, and service alerts. Pla…
|
F 22 3⁄5 | ||||||||
| 30332 |
Showcase validator orchestrating multi-agent swarm governance and payments.
|
F 22 3⁄5 | ||||||||
| 30333 |
Control your Discord community: send/read messages, manage channels and forums,…
|
F 22 3⁄5 | ||||||||
| 30334 |
Solana wallet & token reputation lookup. Risk verdict, score, DefiLlama TVL, Ru…
|
F 22 3⁄5 | ||||||||
| 30335 |
Health professional shortage areas and community health centers
|
F 22 3⁄5 | ||||||||
| 30336 |
Formula 1 2026 schedule MCP — 24 races, drivers, constructors, sessions, circui…
|
F 22 3⁄5 | ||||||||
| 30337 |
Financial oracle aggregating Yahoo Finance metrics for portfolio analysis.
|
F 22 3⁄5 | ||||||||
| 30338 |
On-chain blockchain data for AI agents across Ethereum, Bitcoin, and Hyperliqui…
|
F 22 3⁄5 | ||||||||
| 30339 |
Unexpected questions and lateral thinking prompts to break through mental block…
|
F 22 3⁄5 | ||||||||
| 30340 |
Media forensic analyzer auditing audio and video authenticity.
|
F 22 3⁄5 | ||||||||
| 30341 |
Memory for deep conversational context across any platform
|
F 22 3⁄5 | ||||||||
| 30342 |
Discover live agent APIs, ranked endpoints, trust, payment telemetry, and x402 …
|
F 22 3⁄5 | ||||||||
| 30343 |
AEO intent and search presence optimization engine.
|
F 22 3⁄5 | ||||||||
| 30344 |
Turn raw screenshots into professional device mockups & app store visuals in se…
|
F 22 3⁄5 | ||||||||
| 30345 |
Persistent memory for AI agents. Semantic search, memory graph, W3C DID identit…
|
F 22 3⁄5 | ||||||||
| 30346 |
Servidor MCP para integraciones con arcar.org
|
F 22 3⁄5 | ||||||||
| 30347 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 30348 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 30349 |
Streamline field service and construction operations with CenterPoint Connect. …
|
F 22 3⁄5 | ||||||||
| 30350 |
Extract text and tables from PDFs, merge documents, and get metadata.
|
F 22 3⁄5 | ||||||||