MCP Server Quality Scores
Independent quality analysis of 60996 public MCP servers
Last updated 2 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28401 |
Video analysis AI: transcripts, summaries, visual scenes/shots, clips, answers …
|
F 34 2⁄5 | ||||||||
| 28402 |
Financial oracle aggregating Yahoo Finance metrics for portfolio analysis.
|
F 34 2⁄5 | ||||||||
| 28403 |
AI assistant integration for Leaf — track books, log reading sessions, and mana…
|
F 34 2⁄5 | ||||||||
| 28404 |
Real-time Blockchain Trading intelligence - Token prices, trades, marketcap, Tr…
|
F 34 2⁄5 | ||||||||
| 28405 |
Let AI agents query data and act across all your business apps via MCP.
|
F 34 2⁄5 | ||||||||
| 28406 |
First dedicated rugby MCP — Six Nations, Rugby Championship, World Cup. Fixture…
|
F 34 2⁄5 | ||||||||
| 28407 |
Tour de France 2026 MCP — 21 stages, race phase tracking, stage start times, st…
|
F 34 2⁄5 | ||||||||
| 28408 |
MENA commerce integration layer for AI agents: payments, BNPL, logistics, e-com…
|
F 34 2⁄5 | ||||||||
| 28409 |
Cricket 2026 MCP — T20 World Cup + ICC tour matches. Tournaments, fixtures, pla…
|
F 34 2⁄5 | ||||||||
| 28410 |
Nifty's MCP server — exposes tasks, projects, messages, and files as tools for …
|
F 34 2⁄5 | ||||||||
| 28411 |
Weibo hot search, post search/details, comments/replies, users, posts, transcri…
|
F 34 2⁄5 | ||||||||
| 28412 |
Transcribe YouTube via Whisper. Summaries, chapters, semantic-search across you…
|
F 34 2⁄5 | ||||||||
| 28413 |
Save products to buy later; get notified on restock, price drop, or new release.
|
F 34 2⁄5 | ||||||||
| 28414 |
MCP server: 360+ pay-as-you-go research tools (SEO, ads, SERP, scraping) + prow…
|
F 34 2⁄5 | ||||||||
| 28415 |
WMS & logistics intelligence: live freight & shipping rates, port data, invento…
|
F 34 2⁄5 | ||||||||
| 28416 |
MCP droit & fiscalite francais : 76 codes, jurisprudence, BOFiP. LexIA Juris, E…
|
F 34 2⁄5 | ||||||||
| 28417 |
Verify Algerian digital certificates and find certified professionals for hirin…
|
F 34 2⁄5 | ||||||||
| 28418 |
Manage test suites, run tests, view results, and automate QA workflows via AI w…
|
F 34 2⁄5 | ||||||||
| 28419 |
LLM routing and A-share market phase signals via LG framework.
|
F 34 2⁄5 | ||||||||
| 28420 |
AI gateway for calling APIs: discover tools, get credentials, execute tasks.
|
F 34 2⁄5 | ||||||||
| 28421 |
Solidity smart contract generator implementing safe coding defaults.
|
F 34 2⁄5 | ||||||||
| 28422 |
Register a profile governance setting
|
F 34 2⁄5 | ||||||||
| 28423 |
Access Siglume API Store tools and external MCP Router servers.
|
F 34 2⁄5 | ||||||||
| 28424 |
Plan an option for a runbook example
|
F 34 2⁄5 | ||||||||
| 28425 |
Queue a workspace publication path
|
F 34 2⁄5 | ||||||||
| 28426 |
Data saham Indonesia (IDX) untuk AI: harga, teknikal, screener, deteksi bandar,…
|
F 34 2⁄5 | ||||||||
| 28427 |
Federal and state court records lookup for due-diligence and background checks.
|
F 34 2⁄5 | ||||||||
| 28428 |
MCP gateway with 10 tools for code analysis, architecture, package audit & secu…
|
F 34 2⁄5 | ||||||||
| 28429 |
Country calling codes, ISO codes, E.164 dial codes, regions, trunk prefixes, an…
|
F 34 2⁄5 | ||||||||
| 28430 |
Read-only access to Kaizan client data.
|
F 34 2⁄5 | ||||||||
| 28431 |
Assemble a reporting export row
|
F 34 2⁄5 | ||||||||
| 28432 |
Create, inspect, and manage Wubble music, speech, voice, and sound-effect reque…
|
F 34 2⁄5 | ||||||||
| 28433 |
Create AWS cost estimates and shareable AWS Pricing Calculator URLs.
|
F 34 2⁄5 | ||||||||
| 28434 |
Deduplicated, entity-resolved funding rounds, acquisitions, and exec moves as M…
|
F 34 3⁄5 | ||||||||
| 28435 |
Text humanization and semantic camouflaging engine to bypass detectors.
|
F 34 2⁄5 | ||||||||
| 28436 |
Transcript-based audio editing: transcribe audio, edit by word ID, export edite…
|
F 34 2⁄5 | ||||||||
| 28437 |
PDF and document extraction via Google Document AI. Free trial available.
|
F 34 2⁄5 | ||||||||
| 28438 |
Neutral referee for legal-AI output: flags orphan quotes and uncited claims. No…
|
F 34 2⁄5 | ||||||||
| 28439 |
Accurate, brand-controlled translation for text, code, images, and documents wi…
|
F 34 2⁄5 | ||||||||
| 28440 |
Search SVG metadata and buy licensed commercial SVG exports for coding agents.
|
F 34 2⁄5 | ||||||||
| 28441 |
Semantic patent search & analysis: find, compare, and analyze patents by meanin…
|
F 34 2⁄5 | ||||||||
| 28442 |
Google Ads automation with AI: analyze performance, manage campaigns, optimize …
|
F 34 2⁄5 | ||||||||
| 28443 |
Generic URL crawl + HTML extraction — fallback for sites without dedicated MCPs.
|
F 34 2⁄5 | ||||||||
| 28444 |
DeFi smart contract forensic auditor and vulnerability scanner.
|
F 34 2⁄5 | ||||||||
| 28445 |
Give your AI assistant real meeting context via Fathom so every output grounded…
|
F 34 2⁄5 | ||||||||
| 28446 |
MCP server for TimezoneDB.
|
F 34 2⁄5 | ||||||||
| 28447 |
Turn Claude or ChatGPT into a cycling coach that plans your week, grades it, an…
|
F 34 2⁄5 | ||||||||
| 28448 |
Merchant intelligence for AI agents: brand/operator/location hierarchy + indust…
|
F 34 2⁄5 | ||||||||
| 28449 |
Public-registry routing map by entity kind. Read-only reference data, not a det…
|
F 34 2⁄5 | ||||||||
| 28450 |
TikTok Ads automation with AI: analyze performance, manage campaigns, optimize …
|
F 34 2⁄5 | ||||||||