MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28301 |
Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes…
|
F 34 2⁄5 | ||||||||
| 28302 |
MCP for AI compliance documentation across SR 26-2, EU AI Act, NIST AI RMF, and…
|
F 34 2⁄5 | ||||||||
| 28303 |
Search 3,500+ US universities, check admission chances, financial aid, and buil…
|
F 34 2⁄5 | ||||||||
| 28304 |
Create AWS cost estimates and shareable AWS Pricing Calculator URLs.
|
F 34 2⁄5 | ||||||||
| 28305 |
Cross-chain pathfinder and bridge routing optimization using Li.Fi.
|
F 34 2⁄5 | ||||||||
| 28306 |
Help center for SaaS teams. 14-tool MCP server for articles, collections, and s…
|
F 34 2⁄5 | ||||||||
| 28307 |
AI stock intelligence: prices, fundamentals, technicals, news, macro regime, an…
|
F 34 2⁄5 | ||||||||
| 28308 |
WHOIS, DNS, SSL, IP geo for security forensics and OSINT — separate from SEO.
|
F 34 2⁄5 | ||||||||
| 28309 |
Zero-auth URL shortener for AI agents. Deterministic: same URL always returns t…
|
F 34 2⁄5 | ||||||||
| 28310 |
Governance firewall and safety guardrails oracle for AI swarms.
|
F 34 2⁄5 | ||||||||
| 28311 |
swarm-at
Claim
Settlement protocol for AI agent swarms — hash-chained ledger, trust, 48 bluepr…
|
F 34 2⁄5 | ||||||||
| 28312 |
Viral waitlists with referral tracking, leaderboards, analytics, and built-in t…
|
F 34 2⁄5 | ||||||||
| 28313 |
Remote MCP server that returns sentiment analysis results from SentinelScan API.
|
F 34 2⁄5 | ||||||||
| 28314 |
Options trading — regime detection, momentum scanning, income screening, and ri…
|
F 34 2⁄5 | ||||||||
| 28315 |
Account-based marketing for AI agents. A great rep once knew every account. Now…
|
F 34 2⁄5 | ||||||||
| 28316 |
PPC advertisement budget auditor grading ad group metrics.
|
F 34 2⁄5 | ||||||||
| 28317 |
Govern proposed Action Cards with Decision Receipts before developer-owned exec…
|
F 34 2⁄5 | ||||||||
| 28318 |
Discover live agent APIs, ranked endpoints, trust, payment telemetry, and x402 …
|
F 34 2⁄5 | ||||||||
| 28319 |
Football fixtures, standings, and odds intelligence for AI agents.
|
F 34 2⁄5 | ||||||||
| 28320 |
SitePulsar AEO audits: fetch FIND/READ/USE agent-readiness scores for any websi…
|
F 34 2⁄5 | ||||||||
| 28321 |
AI-native email marketing. Campaigns, automations, transactional, contacts, ana…
|
F 34 2⁄5 | ||||||||
| 28322 |
Bitcoin-anchored, tamper-evident audit-permanence layer for AI agents, FRE 902(…
|
F 34 2⁄5 | ||||||||
| 28323 |
Live, verifiable data for AI — 56 Ed25519-signed tools: weather, hazards, space…
|
F 34 2⁄5 | ||||||||
| 28324 |
Create and manage scheduled, guarded AI agent jobs with built-in quality contro…
|
F 34 2⁄5 | ||||||||
| 28325 |
Send web articles or AI-written text to your personal podcast feed; listen in a…
|
F 34 2⁄5 | ||||||||
| 28326 |
MCP server for trivia: 1.4M+ questions (EN+PL), 24 categories, 12 tools + 4 pro…
|
F 34 2⁄5 | ||||||||
| 28327 |
AI agent tools: translation (95+ langs), crypto research, compliance, summariza…
|
F 34 2⁄5 | ||||||||
| 28328 |
AI-native social listening. Monitor buying signals and run GTM workflows via na…
|
F 34 2⁄5 | ||||||||
| 28329 |
Turn any website into an RSS, Atom, or JSON feed using CSS selectors and schedu…
|
F 34 2⁄5 | ||||||||
| 28330 |
Utility CSS for any platform — near-zero learning curve. Built for developers a…
|
F 34 2⁄5 | ||||||||
| 28331 |
WordPress AI content generation, images, SEO, automation. 121 tools.
|
F 34 2⁄5 | ||||||||
| 28332 |
Cited, standards-aware compliance overlay for AI assistants (ISO, NIST, FedRAMP…
|
F 34 2⁄5 | ||||||||
| 28333 |
x402-paid MCP data: trend feed + visibility audit. USDC/Base. No API key. No PI…
|
F 34 2⁄5 | ||||||||
| 28334 |
Privacy-first work tracking with summaries, reports, coaching, and AI-ready lon…
|
F 34 2⁄5 | ||||||||
| 28335 |
On-chain Solana payments for MCP services with SOL and USDC support.
|
F 34 2⁄5 | ||||||||
| 28336 |
Tenderly MCP server for blockchain dev — simulate, debug, and test on 100+ netw…
|
F 34 2⁄5 | ||||||||
| 28337 |
SEC filing intelligence for AI agents. Financials, screening, peer comparison f…
|
F 34 2⁄5 | ||||||||
| 28338 |
Search Turkish laws, court decisions, and legal documents using AI.
|
F 34 2⁄5 | ||||||||
| 28339 |
x402 dataset vending for AI agents: list, preview, quote, purchase, needs intak…
|
F 34 2⁄5 | ||||||||
| 28340 |
AdCritter ads platform: docs, API reference, app scaffolding, and white-label i…
|
F 34 2⁄5 | ||||||||
| 28341 |
Our MCP Server connects AI workflows to current, curated cyber threat intellige…
|
F 34 2⁄5 | ||||||||
| 28342 |
Transcribe YouTube via Whisper. Summaries, chapters, semantic-search across you…
|
F 34 2⁄5 | ||||||||
| 28343 |
Boost accuracy and confidence via the Talarion information network.
|
F 34 2⁄5 | ||||||||
| 28344 |
Official Airtable MCP server — database and operations layer for agents.
|
F 34 2⁄5 | ||||||||
| 28345 |
PII and secrets sanitization gateway with advanced OCR merging logic.
|
F 34 2⁄5 | ||||||||
| 28346 |
Qualitative research platform. Design studies, analyze interviews, and generate…
|
F 34 2⁄5 | ||||||||
| 28347 |
Hosted MCP server for AI-driven data ops. Create apps, manage schemas, and CRUD…
|
F 34 2⁄5 | ||||||||
| 28348 |
Connects AI agents to live, verified financial data from 18,000+ institutions —…
|
F 34 2⁄5 | ||||||||
| 28349 |
Structured knowledge base for AI agent solutions. Search, explore, and retrieve…
|
F 34 2⁄5 | ||||||||
| 28350 |
Get social media data from Instagram and TikTok: profiles, posts, videos, comme…
|
F 34 2⁄5 | ||||||||