MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32251 |
AI research reports: market analysis, competitor intel, blog posts. USDC paymen…
|
F 22 3⁄5 | ||||||||
| 32252 |
Scan any website for AI readiness — 100-point score across 6 AEO categories in …
|
F 22 3⁄5 | ||||||||
| 32253 |
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
|
F 22 3⁄5 | ||||||||
| 32254 |
x402 dataset vending for AI agents: list, preview, quote, purchase, needs intak…
|
F 22 3⁄5 | ||||||||
| 32255 |
MCP channel between two AI workspaces: send messages, wait for replies, read hi…
|
F 22 3⁄5 | ||||||||
| 32256 |
Free, copyright-safe AI music library for video creators and AI agents.
|
F 22 3⁄5 | ||||||||
| 32257 |
Filtrix MCP for image/video generation. Portal: https://agent.filtrix.ai/
|
F 22 3⁄5 | ||||||||
| 32258 |
Navigate the U.S. Capitol complex: decode room codes, route buildings, check ac…
|
F 22 3⁄5 | ||||||||
| 32259 |
On-chain blockchain data for AI agents across Ethereum, Bitcoin, and Hyperliqui…
|
F 22 3⁄5 | ||||||||
| 32260 |
Hybrid human + AI expertise for faster, trusted answers and decisions via MCP S…
|
F 22 3⁄5 | ||||||||
| 32261 |
Zoom Docs server for creating and retrieving Zoom documents and notes in Markdo…
|
F 22 3⁄5 | ||||||||
| 32262 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 32263 |
Daily data: jobs, VC funding, domain drops, patents, gov contracts, crypto. Bit…
|
F 22 3⁄5 | ||||||||
| 32264 |
MACD signals
|
F 22 3⁄5 | ||||||||
| 32265 |
Green computing task scheduler routing jobs to low-carbon zones.
|
F 22 3⁄5 | ||||||||
| 32266 |
Identify the project handle from an intake note
|
F 22 3⁄5 | ||||||||
| 32267 |
AI web novel co-writer: series, characters, episodes, and quality evaluation. K…
|
F 22 3⁄5 | ||||||||
| 32268 |
Append a scenario planning amount
|
F 22 3⁄5 | ||||||||
| 32269 |
LocalPlate MCP for verified restaurant nutrition, food search, diary logs, and …
|
F 22 3⁄5 | ||||||||
| 32270 |
Hallucination validator and factual grounding checker for LLM outputs.
|
F 22 3⁄5 | ||||||||
| 32271 |
Local business lead extraction with email + phone enrichment from Google Maps.
|
F 22 3⁄5 | ||||||||
| 32272 |
Connect CollectiveSpend with Xero to manage contacts. Retrieve, create, and upd…
|
F 22 3⁄5 | ||||||||
| 32273 |
Analyze your campaigns any way you want, with AI.
|
F 22 3⁄5 | ||||||||
| 32274 |
DEPRECATED — use com.traderwai/traderwai instead.
|
F 22 3⁄5 | ||||||||
| 32275 |
Curated multilingual dictionary that names code identifiers from domain concept…
|
F 22 3⁄5 | ||||||||
| 32276 |
Deep codebase architect auditing system design schemas.
|
F 22 3⁄5 | ||||||||
| 32277 |
Behavioral health statistics from SAMHSA surveys including NSDUH
|
F 22 3⁄5 | ||||||||
| 32278 |
Keyless x402 crypto intel + pre-trade safety: signed SAFE/CAUTION/BLOCK, $0.02.…
|
F 22 3⁄5 | ||||||||
| 32279 |
Hosted MCP memory and agent control plane for durable conversations, jobs, and …
|
F 22 3⁄5 | ||||||||
| 32280 |
AI-powered tools to analyze wallet behaviour prediction, fraud detection and ru…
|
F 22 3⁄5 | ||||||||
| 32281 |
Semantic search across 5 US government healthcare databases.
|
F 22 3⁄5 | ||||||||
| 32282 |
Autonomous legal contract testing suite checking syntax anomalies.
|
F 22 3⁄5 | ||||||||
| 32283 |
Persistent memory for AI agents. EU-hosted, privacy-first, hybrid recall, contr…
|
F 22 3⁄5 | ||||||||
| 32284 |
Schedule and publish to LinkedIn, X, and Threads from your AI. Content calendar…
|
F 22 3⁄5 | ||||||||
| 32285 |
Build, test, monitor & improve AI with Future AGI via Claude, Cursor, Windsurf …
|
F 22 3⁄5 | ||||||||
| 32286 |
Automate GoHighLevel across CRM, messaging, calendars, marketing, e-commerce, a…
|
F 22 3⁄5 | ||||||||
| 32287 |
8 AI services via MCP: content, code, image, docs, data extraction, translation…
|
F 22 3⁄5 | ||||||||
| 32288 |
Multi-language debug skills and code execution helper.
|
F 22 3⁄5 | ||||||||
| 32289 |
Pay-per-call Swiss retail price intelligence (22 retailers). $0.01 USDC via x40…
|
F 22 3⁄5 | ||||||||
| 32290 |
Real-world location intelligence: foot traffic, trade areas, demographics, site…
|
F 22 3⁄5 | ||||||||
| 32291 |
Search 20,000+ corporate KPIs and 30,000+ source-attributed industry benchmarks…
|
F 22 3⁄5 | ||||||||
| 32292 |
Governance maturity assessment, compliance gap analysis, and evidence-linked br…
|
F 22 3⁄5 | ||||||||
| 32293 |
Federal+SLED govcon MCP: SAM, USASpending, recompete, hearings, policy intel, s…
|
F 22 3⁄5 | ||||||||
| 32294 |
SEC filings and insider trades in real-time. 10-K, 10-Q, 8-K, Form 4, and compa…
|
F 22 3⁄5 | ||||||||
| 32295 |
Yahoo fundamentals: earnings, P/E, analyst targets, peer comparisons for equity…
|
F 22 3⁄5 | ||||||||
| 32296 |
Booking.com, Airbnb, TripAdvisor unified — for AI travel concierges and trip pl…
|
F 22 3⁄5 | ||||||||
| 32297 |
Persistent memory for AI agents. Semantic search, memory graph, W3C DID identit…
|
F 22 3⁄5 | ||||||||
| 32298 |
Track workouts, nutrition, body metrics, habits, and SMART goals with insights …
|
F 22 3⁄5 | ||||||||
| 32299 |
Send personalized greetings by name, with an optional pirate tone. Generate gre…
|
F 22 3⁄5 | ||||||||
| 32300 |
Find local services, read availability, and create short-lived booking holds.
|
F 22 3⁄5 | ||||||||