MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26601 |
AI photoshoot studio: garments, avatars, locations, and art direction
|
B 80 2⁄5 | ||||||||
| 26602 |
Check whether a NAICS code aligns with a vertical: a routing-for-review signal,…
|
B 80 2⁄5 | ||||||||
| 26603 |
Live vault metrics and docs for SukukFi, Islamic trade finance on Berachain. Re…
|
B 80 2⁄5 | ||||||||
| 26604 |
Search & add local tours and experiences (Italy/EU). Operators: first 100 booki…
|
B 80 2⁄5 | ||||||||
| 26605 |
Live AI data for agents: model releases, regulations (EU AI Act), GenAI glossar…
|
B 80 2⁄5 | ||||||||
| 26606 |
Chatgpt app for Morning brief
|
B 80 2⁄5 | ||||||||
| 26607 |
A 7-layer security system for AI agents that detects and blocks prompt injectio…
|
B 80 3⁄4 | ||||||||
| 26608 |
Realtime package holiday and charter flight prices from Denmark. Inventory not …
|
B 80 3⁄5 | ||||||||
| 26609 |
TikTok data for agents: videos, creators, comments, search, transcripts. 25 too…
|
B 80 2⁄5 | ||||||||
| 26610 |
French & European company registry for AI agents: KYB, sanctions, annual accoun…
|
B 80 3⁄5 | ||||||||
| 26611 |
Private chauffeured transport in Los Angeles. Price any trip at a fixed all-in …
|
B 80 2⁄5 | ||||||||
| 26612 |
Agent-first meeting schedule polls for humans and agents. Create polls, vote, f…
|
B 80 2⁄5 | ||||||||
| 26613 |
News article volume over time, with growth for any topic. Free key at trendsmcp…
|
B 80 2⁄5 | ||||||||
| 26614 |
31 pay-per-result web data tools: LinkedIn, Google Maps, SEC, real estate, jobs…
|
B 80 3⁄5 | ||||||||
| 26615 |
Validate startup ideas with real people asking for them, each quote linked to i…
|
B 80 2⁄5 | ||||||||
| 26616 |
Pay-per-use tool API for AI agents. Free tier, x402 USDC micropayments, or API …
|
B 80 2⁄5 | ||||||||
| 26617 |
Cursos, turmas, vagas, professores, podcasts e blog da Escola de Rádio (ER+) — …
|
B 80 3⁄5 | ||||||||
| 26618 |
Steel takeoff, weight and gauge calculators plus RFQ, RFI, NCR and Bluebeam mar…
|
B 80 2⁄5 | ||||||||
| 26619 |
Ask a human for legal review, confirmation, a signature, or a physical-world act
|
B 80 2⁄5 | ||||||||
| 26620 |
Price comparison across partner retailers. Read-only, 90-day history, disclosed…
|
B 80 2⁄5 | ||||||||
| 26621 |
Create and manage FadeHost game servers and VPS: configs, console, stats, backu…
|
B 80 2⁄5 | ||||||||
| 26622 |
Verification videos for AI coding agents: record the run, upload over MCP, shar…
|
B 80 2⁄5 | ||||||||
| 26623 |
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
|
B 80 3⁄4 | ||||||||
| 26624 |
Live US power market prices, load, generation, weather and permits for AI agent…
|
B 80 2⁄5 | ||||||||
| 26625 |
Disaster risk for any Japanese address from official government data. 6 hazards…
|
B 80 2⁄5 | ||||||||
| 26626 |
Connect AI agents to physical printers. Print receipts, shipping labels, and pa…
|
B 80 3⁄4 | ||||||||
| 26627 |
Conformité Factur-X : 21 critères PDF/A-3, XML CII EN 16931 et BR-FR. Analyse l…
|
B 80 2⁄5 | ||||||||
| 26628 |
The hidden intelligence for AI marketing agents. Real campaign data, not LLM gu…
|
B 80 3⁄5 | ||||||||
| 26629 |
AI recruiting for mission-aligned engineers — verified across GitHub, X, YouTub…
|
B 80 3⁄5 | ||||||||
| 26630 |
Seneschal Data
Claim
Monero/Zcash payment webhooks + DeFi liquidation & Ethereum builder data over M…
|
B 80 3⁄5 | ||||||||
| 26631 |
Agent-first marketplace for real-world assets — agro and energy first; humans a…
|
B 80 2⁄5 | ||||||||
| 26632 |
tesseron
Claim
Expose typed web-app actions to MCP-compatible AI agents over WebSocket. TypeSc…
|
B 80 3⁄4 | ||||||||
| 26633 |
Create hosted MCP servers from any OpenAPI spec. Requires a free Kaiva Bridge a…
|
B 80 2⁄5 | ||||||||
| 26634 |
Description of my MCP server
|
B 80 3⁄5 | ||||||||
| 26635 |
PDF URL → extracted text for bots. Free try then prepaid TEST. https://pdf.kyma…
|
B 80 2⁄5 | ||||||||
| 26636 |
Provides tools to manage Memorystore for Valkey instances and backups.
|
B 80 3⁄5 | ||||||||
| 26637 |
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud sc…
|
B 80 2⁄5 | ||||||||
| 26638 |
Live DNS, email-auth and redirect checks, HTTP security headers, uptime history…
|
B 80 2⁄5 | ||||||||
| 26639 |
Read-only directory of vetted AI implementation agencies from the Ashton & Forg…
|
B 80 2⁄5 | ||||||||
| 26640 |
Check visa requirements and travel documents for international travel destinati…
|
B 80 2⁄5 | ||||||||
| 26641 |
Pronunciation assessment, phoneme scoring, speaker voice ID, audio transcriptio…
|
B 80 2⁄5 | ||||||||
| 26642 |
Read-only MCP server for Mark Siazon's professional profile: projects, FAQ, pro…
|
B 80 2⁄5 | ||||||||
| 26643 |
Pre-flight check for AI coding agents: hallucinated packages + secrets, 6 ecosy…
|
B 80 2⁄5 | ||||||||
| 26644 |
Human-likeness scoring of AI text vs 12 real personality profiles; free tools +…
|
B 80 2⁄5 | ||||||||
| 26645 |
Read-only access to Kanbai's public project templates and SOPs. Public, no auth…
|
B 80 2⁄5 | ||||||||
| 26646 |
x402-list directory MCP: services, facilitator volume, ranked picks, paid asses…
|
B 80 2⁄5 | ||||||||
| 26647 |
Search flights, hotels & experiences at all-in prices, then build a trip on bre…
|
B 80 2⁄5 | ||||||||
| 26648 |
url smoke / headless QA: desktop+phone → pass/fail JSON. MCP shelf.kymac.co
|
B 80 2⁄5 | ||||||||
| 26649 |
Real-time transit stops, routes, arrivals, vehicle positions, and schedules via…
|
B 80 3⁄5 | ||||||||
| 26650 |
Evidence-based acupuncture protocol matcher – search symptoms, match protocols,…
|
B 80 2⁄5 | ||||||||