MCP Server Quality Scores
Independent quality analysis of 60996 public MCP servers
Last updated 2 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28451 |
Give your AI assistant real meeting context via Fathom so every output grounded…
|
F 34 2⁄5 | ||||||||
| 28452 |
Merchant intelligence for AI agents: brand/operator/location hierarchy + indust…
|
F 34 2⁄5 | ||||||||
| 28453 |
Transcribe YouTube via Whisper. Summaries, chapters, semantic-search across you…
|
F 34 2⁄5 | ||||||||
| 28454 |
Cricket 2026 MCP — T20 World Cup + ICC tour matches. Tournaments, fixtures, pla…
|
F 34 2⁄5 | ||||||||
| 28455 |
Federal and state court records lookup for due-diligence and background checks.
|
F 34 2⁄5 | ||||||||
| 28456 |
AI assistant integration for Leaf — track books, log reading sessions, and mana…
|
F 34 2⁄5 | ||||||||
| 28457 |
Country calling codes, ISO codes, E.164 dial codes, regions, trunk prefixes, an…
|
F 34 2⁄5 | ||||||||
| 28458 |
Access Siglume API Store tools and external MCP Router servers.
|
F 34 2⁄5 | ||||||||
| 28459 |
PDF and document extraction via Google Document AI. Free trial available.
|
F 34 2⁄5 | ||||||||
| 28460 |
Search SVG metadata and buy licensed commercial SVG exports for coding agents.
|
F 34 2⁄5 | ||||||||
| 28461 |
VIN/HIN pre-purchase report: open NHTSA recalls, complaints, investigations, ti…
|
F 34 2⁄5 | ||||||||
| 28462 |
Video analysis AI: transcripts, summaries, visual scenes/shots, clips, answers …
|
F 34 2⁄5 | ||||||||
| 28463 |
WMS & logistics intelligence: live freight & shipping rates, port data, invento…
|
F 34 2⁄5 | ||||||||
| 28464 |
Save products to buy later; get notified on restock, price drop, or new release.
|
F 34 2⁄5 | ||||||||
| 28465 |
Public-registry routing map by entity kind. Read-only reference data, not a det…
|
F 34 2⁄5 | ||||||||
| 28466 |
Schedule an operations task
|
F 34 2⁄5 | ||||||||
| 28467 |
Set confirmation style for a delivery workflow
|
F 34 2⁄5 | ||||||||
| 28468 |
Price trends, CAGR, rental yield for Singapore private and HDB property, from U…
|
F 34 2⁄5 | ||||||||
| 28469 |
Transcript-based audio editing: transcribe audio, edit by word ID, export edite…
|
F 34 2⁄5 | ||||||||
| 28470 |
Real-time Blockchain Trading intelligence - Token prices, trades, marketcap, Tr…
|
F 34 2⁄5 | ||||||||
| 28471 |
Financial oracle aggregating Yahoo Finance metrics for portfolio analysis.
|
F 34 2⁄5 | ||||||||
| 28472 |
MCP droit & fiscalite francais : 76 codes, jurisprudence, BOFiP. LexIA Juris, E…
|
F 34 2⁄5 | ||||||||
| 28473 |
First dedicated rugby MCP — Six Nations, Rugby Championship, World Cup. Fixture…
|
F 34 2⁄5 | ||||||||
| 28474 |
Accurate, brand-controlled translation for text, code, images, and documents wi…
|
F 34 2⁄5 | ||||||||
| 28475 |
Data saham Indonesia (IDX) untuk AI: harga, teknikal, screener, deteksi bandar,…
|
F 34 2⁄5 | ||||||||
| 28476 |
Read-only access to Kaizan client data.
|
F 34 2⁄5 | ||||||||
| 28477 |
Generic URL crawl + HTML extraction — fallback for sites without dedicated MCPs.
|
F 34 2⁄5 | ||||||||
| 28478 |
Multi-stop route optimization, navigation links, and email delivery. Powered by…
|
F 34 2⁄5 | ||||||||
| 28479 |
EPUB/PDF tools: merge, split, compress, convert, edit metadata, validate ebooks.
|
F 34 2⁄5 | ||||||||
| 28480 |
TikTok Ads automation with AI: analyze performance, manage campaigns, optimize …
|
F 34 2⁄5 | ||||||||
| 28481 |
Deduplicated, entity-resolved funding rounds, acquisitions, and exec moves as M…
|
F 34 3⁄5 | ||||||||
| 28482 |
Queue a workspace publication path
|
F 34 2⁄5 | ||||||||
| 28483 |
Let AI agents query data and act across all your business apps via MCP.
|
F 34 2⁄5 | ||||||||
| 28484 |
Create and edit feedback surveys and read responses from your AI assistant.
|
F 34 2⁄5 | ||||||||
| 28485 |
Plan an option for a runbook example
|
F 34 2⁄5 | ||||||||
| 28486 |
MCP gateway with 10 tools for code analysis, architecture, package audit & secu…
|
F 34 2⁄5 | ||||||||
| 28487 |
Turn Claude or ChatGPT into a cycling coach that plans your week, grades it, an…
|
F 34 2⁄5 | ||||||||
| 28488 |
Create, inspect, and manage Wubble music, speech, voice, and sound-effect reque…
|
F 34 2⁄5 | ||||||||
| 28489 |
AI-native used car marketplace. 145K+ vehicles, 4300+ dealers, 13 US states, 20…
|
F 34 2⁄5 | ||||||||
| 28490 |
Weibo hot search, post search/details, comments/replies, users, posts, transcri…
|
F 34 2⁄5 | ||||||||
| 28491 |
DeFi smart contract forensic auditor and vulnerability scanner.
|
F 34 2⁄5 | ||||||||
| 28492 |
Locize TMS: 26 tools for translations, TM/glossary/styleguide/screenshot contex…
|
F 34 2⁄5 | ||||||||
| 28493 |
Agent-native dental planning MCP for plan drafts, presentations, and price esti…
|
F 34 2⁄5 | ||||||||
| 28494 |
Ad marketplace: search Telegram/VK/Max channels by topic, geo, price; reach, ER…
|
F 34 2⁄5 | ||||||||
| 28495 |
The intent layer for B2B outbound. Find, triage, and act on warmth-scored leads.
|
F 34 2⁄5 | ||||||||
| 28496 |
Find local honey producers near a place or by varietal. Name, location, honey t…
|
F 34 2⁄5 | ||||||||
| 28497 |
Real-time stock quotes, company info, historical prices, and market movers.
|
F 34 2⁄5 | ||||||||
| 28498 |
hiveclaw
Claim
Connect AI assistants to HiveClaw — manage projects, talk to AI agents, and mor…
|
F 34 2⁄5 | ||||||||
| 28499 |
OrganiKPI MCP: search and fetch services, posts and tools as clean markdown (re…
|
F 34 2⁄5 | ||||||||
| 28500 |
Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes…
|
F 34 2⁄5 | ||||||||