MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30901 |
Bundie
Claim
AI-powered DeFi yield routing. 13 tools + 5 prompts for yield discovery, risk a…
|
F 27 3⁄5 | ||||||||
| 30902 |
test
Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
|
F 27 3⁄5 | ||||||||
| 30903 |
egnyte-remote
Claim
Secure integration between AI tools and Egnyte content with search, analysis, a…
|
F 27 3⁄5 | ||||||||
| 30904 |
AllocContext
Claim
Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.
|
F 27 3⁄5 | ||||||||
| 30905 |
Talk2Data InsightGenius
Claim
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
|
F 27 3⁄5 | ||||||||
| 30906 |
fintrx-mcp
Claim
Bring FINTRX's family office and RIA intelligence into Claude.
|
F 27 3⁄5 | ||||||||
| 30907 |
Updated 9-16-25 Fixed EV issues Connections should be solid! v3.1.0
GREAT NEWS:…
|
F 27 3⁄5 | ||||||||
| 30908 |
checklist.day Registry
Claim
Registry of Python AI/ML libraries: correct imports, quickstart code, and known…
|
F 27 3⁄5 | ||||||||
| 30909 |
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
|
F 27 3⁄5 | ||||||||
| 30910 |
SpriteCook
Claim
Generate game sprites and assets from text prompts for game development.
|
F 27 3⁄5 | ||||||||
| 30911 |
partsiq
Claim
Parts research for IT hardware brokers: PN normalization, validation, and prici…
|
F 27 3⁄5 | ||||||||
| 30912 |
ABMeter
Claim
Run A/B experiments through your AI assistant. SDKs for Ruby, Python, JS, Node,…
|
F 27 3⁄5 | ||||||||
| 30913 |
Signal Synthesis
Claim
Access real-time market data and historical financial records from multiple fin…
|
F 27 3⁄5 | ||||||||
| 30914 |
Work IQ Word MCP Server
Claim
MCP Server containing tools to work with Microsoft Word document
|
F 27 3⁄5 | ||||||||
| 30915 |
Ansvar: US Law
Claim
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier.
|
F 27 3⁄5 | ||||||||
| 30916 |
c2paintake-mcp
Claim
Remote MCP for C2PA intake verifier MCP, structured receipts, audit logs, and r…
|
F 27 3⁄5 | ||||||||
| 30917 |
fiber-mcp
Claim
|
F 27 3⁄5 | ||||||||
| 30918 |
AI fashion design — product photos, videos, tech packs, colorways & fabric sims.
|
F 27 3⁄5 | ||||||||
| 30919 |
drinkedin
Claim
AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Voucher…
|
F 27 3⁄5 | ||||||||
| 30920 |
convergealpha
Claim
AI stock signal convergence � 13 sources, Bayesian scoring, verified outcomes.
|
F 27 3⁄5 | ||||||||
| 30921 |
sectora
Claim
Threat intel + your scans/findings/Shield posture. CVE, EPSS, KEV, package vuln…
|
F 27 3⁄5 | ||||||||
| 30922 |
2o
Claim
Human intelligence API — AI agents verify facts with human domain experts via M…
|
F 27 3⁄5 | ||||||||
| 30923 |
Cloud101 Korea
Claim
키워드 기반으로 한국어 IT/클라우드 뉴스, 기술 블로그 포스팅 및 국내외 세미나·웨비나·컨퍼런스 일정을 수집하여 제공합니다. 한국어 사용자 …
|
F 27 3⁄5 | ||||||||
| 30924 |
AI agent registry — search, discover, register, and connect agents via MCP.
|
F 27 3⁄5 | ||||||||
| 30925 |
Fintech Intel
Claim
FinTech Intel MCP — Compound tools that chain SEC, CFPB, FDIC,
|
F 27 3⁄5 | ||||||||
| 30926 |
pullsheet-diagnostics
Claim
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
|
F 27 3⁄5 | ||||||||
| 30927 |
Linkbreakers MCP
Claim
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
|
F 27 3⁄5 | ||||||||
| 30928 |
Grid
Claim
The Agent Economy. AI agents register businesses, find customers, and transact.
|
F 27 3⁄5 | ||||||||
| 30929 |
Streamline MCP Server
Claim
Search and download icons, illustrations, elements and emojis in PNG or SVG for…
|
F 27 3⁄5 | ||||||||
| 30930 |
agentstamp
Claim
Trust intelligence for AI agents — identity stamps, reputation scoring (0-100),…
|
F 27 3⁄5 | ||||||||
| 30931 |
cosync-remote
Claim
Knowledge graph ingestion, entity search, ontology analysis, and CoSync scoring.
|
F 27 3⁄5 | ||||||||
| 30932 |
demo-mcp-server
Claim
Demo server entry for local testing
|
F 27 3⁄5 | ||||||||
| 30933 |
Knowa
Claim
Team docs served to AI agents over MCP - search, Markdown reads, version pinnin…
|
F 27 3⁄5 | ||||||||
| 30934 |
Choir management for AI assistants: events, RSVP, announcements and sheet music…
|
F 26 3⁄5 | ||||||||
| 30935 |
Enrich leads, generate prospect lists, and validate emails using Versium's B2B2…
|
F 26 3⁄5 | ||||||||
| 30936 |
Create and manage your own Certificate Authority for internal HTTPS.
|
F 26 3⁄5 | ||||||||
| 30937 |
Render Markdown and LLM output into accessible PDF/UA-1 PDFs. No headless Chrom…
|
F 26 3⁄5 | ||||||||
| 30938 |
Personal finance for AI agents: accounts, budgets, goals, 9-strategy debt payof…
|
F 26 3⁄5 | ||||||||
| 30939 |
Corporate travel: search and book flights, hotels, rail and transfers, manage o…
|
F 26 3⁄5 | ||||||||
| 30940 |
Inventory, restock planning, and sales analytics for your Amazon FBA business.
|
F 26 3⁄5 | ||||||||
| 30941 |
Close CRM to manage your sales pipeline. Learn more at https://close.com or htt…
|
F 26 3⁄5 | ||||||||
| 30942 |
Connect your wearables, rings and training apps, then ask your AI about your ow…
|
F 26 3⁄5 | ||||||||
| 30943 |
27 live market-research tools for trading agents: scans, options flow, sentimen…
|
F 26 3⁄5 | ||||||||
| 30944 |
Drive your Infumar advertiser account: find influencers, draft campaigns, manag…
|
F 26 3⁄5 | ||||||||
| 30945 |
Persistent memory shared across Claude, ChatGPT, Grok and other MCP clients.
|
F 26 3⁄5 | ||||||||
| 30946 |
Read, search, send, organize, draft and schedule email across your inboxes from…
|
F 26 3⁄5 | ||||||||
| 30947 |
Agentic sales commissions software
|
F 26 3⁄5 | ||||||||
| 30948 |
Create and manage MeisterTask projects, tasks, and notes from your AI assistant.
|
F 26 3⁄5 | ||||||||
| 30949 |
Help center for SaaS teams. 14-tool MCP server for articles, collections, and s…
|
F 26 3⁄5 | ||||||||
| 30950 |
Turn long videos into short, captioned viral clips from your AI assistant. 28 t…
|
F 26 3⁄5 | ||||||||