MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

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43430
Discovered
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29451
Scored
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2111
Verified
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16952
Complete
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Last updated 54 minutes ago

Grade Distribution

Score Distribution

Newly Added

CloudBees Unify MCP Server F abm-mcp F ipnex F Aim F Fractera F

Biggest Gainers

theothers +30 MCP Finder +1 aTars MCP +1

Biggest Drops

library -2 SaaS Browser -2 Correkt: The AI-Native Online Marketplace for Physical Products -2
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43401
Remote MCP server bridging Motion to Claude
 — ○ — N/A N/A — 81 —
43402
McSlaine
AI agent access to website analytics, session replay, and anomaly detection.
 — ○ ⏳ — N/A N/A — 83 —
43403
togethercomputer
Add the ability to execute/interpret code to your AI apps.
 — ○ ⏳ — N/A N/A — 95 —
43404
dravidsajinraj-iex
Generate professional diagrams from text descriptions using the Eraser API thro…
 — ○ ⏳ — N/A N/A — 95 —
43405
shr3ddersec
sh3ll Claim
— ○ ⏳ — N/A N/A — 95 —
43406
metlem80
eighty Claim
Claude reads and writes a real-life RPG character sheet from the eighty self-im…
 — ○ ⏳ — — — — — —
43407
CSOAI-ORG
api-tester-ai-mcp MCP server by MEOK AI Labs
 — ○ ⏳ — N/A N/A — — —
43408
TheSethRose
Typefully MCP Server
 — ○ ⏳ — N/A N/A — 95 —
43409
ema-security
Verifies AI agent wallets, domains and manifests before any transaction. Return…
 — ○ ⏳ — N/A N/A — 95 —
43410
dronreef2
Search the web with full-page retrieval and contextual results. Translate text …
 — ○ ⏳ — N/A N/A — 95 —
43411
red-cars-io
Analyzes clinical trial site feasibility, enrollment velocity, eligibility crit…
 — ○ ⏳ — — — — — —
43412
devbifta
Provides AI agents with instant access to official Apple developer documentatio…
 — ○ ⏳ — — — — 81 —
43413
Jeanivy
Shopify MCP Claim
Read-only Shopify Admin API MCP server for business reporting, exposing tools l…
 — ○ ⏳ — — — — — —
43414
pipeworx-io
Ebird Claim
eBird MCP — Cornell Lab of Ornithology citizen-science bird observations
 — ○ ⏳ — — — — — —
43415
schwarztim
Enables AI assistants to perform web content discovery scans using feroxbuster …
 — ○ ⏳ — — — — — —
43416
Zazzles2908
Provides unified development tools including code analysis, debugging, refactor…
 — ○ ⏳ — — — — 81 —
43417
woodwosj
An Odoo module that embeds an MCP server, enabling AI agents to directly access…
 — ○ ⏳ — — — — — —
43418
found402
Permission Guard — validates an agent's requested action against its defined sc…
 — ○ ⏳ — — — — 81 —
43419
renzomacar
12 production web scraping tools as MCP for AI agents (Claude Desktop, ChatGPT,…
 — ○ ⏳ — N/A N/A — 95 —
43420
lazymac2x
api-landing Claim
Cloudflare Workers MCP server: api-landing
 — ○ ⏳ — — — — — —
43421
floradistro
SwagManager MCP Claim 1
An MCP server for SwagManager that enables comprehensive management of inventor…
 — ○ ⏳ — — — — 81 —
43422
qubitsok
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
43423
helpvisor
A local MCP server that connects Claude Desktop to your HelpPilot tenant on pil…
 — ○ ⏳ — — — — — —
43424
bmage8923
Enables deployment of a Model Context Protocol (MCP) server on Cloudflare Worke…
 — ○ ⏳ — — — — 81 —
43425
CSOAI-ORG
csrd-compliance-mcp MCP server by MEOK AI Labs
 — ○ ⏳ — N/A N/A — — —
43426
phuhduong
Enables searching for electronic components through the Nexar Supply API, provi…
 — ○ ⏳ — — — — 81 —
43427
NivaucchuRabuessa
Find every adverb in your text to tighten prose and enforce style guides. Highl…
 — ○ ⏳ — N/A N/A — 95 —
43428
harn1shmodi
VSGuard Claim
Add proactive OWASP ASVS security guidance to coding AI agents to write secure …
 — ○ ⏳ — N/A N/A — 95 —
43429
bhayanak
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
 — ○ ⏳ — N/A N/A — — —
43430
my-space
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
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