MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

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67181
Discovered
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32311
Scored
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2112
Verified
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16953
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Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

Newly Added

AI-Translators F mcp F mazdek AI — Kurdish Language Tools F Coach MCP F Chasync F

Biggest Gainers

cortex +49 Ship24 Tracking +47 DevRel Directory +46

Biggest Drops

ca-rate-filings -60 the-floor -60 CoreModels -60
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67151
Sam-AEC
Independent MCP integration for Autodesk Revit software through a local bridge.
 — ○ ⏳ — N/A N/A — — —
67152
jaygaha
Provides real-time pollen level alerts and hayfever mitigation tips using the A…
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67153
CSOAI-ORG
Enables cyber defenders to query ATT\&CK techniques, list tactics, map incident…
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67154
TarcisioPhilips
A proof-of-concept MCP server for AI assistant note-taking, enabling adding not…
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67155
wyre-technology
spanning-mcp Claim
MCP server for Spanning Cloud Backup — M365/GWS/Salesforce SaaS backup, restore…
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67156
Woodman97
Pay-per-task AI agent for writing, research, code, DeFi & blockchain. Pay in US…
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67157
george-mellow
Spotter-SAST Claim
Enterprise-grade MCP server for static application security testing with multi-…
 — ○ ⏳ — N/A N/A — — —
67158
summitmktg
PodMaster Claim
Local podcast transcription, embedding, and semantic search with an MCP server …
 — ○ ⏳ — N/A N/A — — —
67159
DanielBirk04
capus Claim
Persona-driven LLM agent testing for macOS and web apps through a local MCP dae…
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67160
Vedhasagaran
An MCP server that enables AI assistants to interact with the DhanHQ trading pl…
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67161
guimaster97
Extracts the content from any URL and returns it in clean, optimized Markdown f…
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67162
GabrielAmz
WebAnatomy Claim
Help your AI improve landing pages, grounded in 3,500+ scored sections and 500 …
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67163
vlsky2603
Bridges AI assistants with the largest curated AI directory, enabling search fo…
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67164
micaelmalta
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
 — ○ ⏳ — — — — 81 —
67165
kamrenkennedy
imessage-mcp Claim
Connects Claude Desktop to iMessage on macOS, enabling reading conversations, s…
 — ○ ⏳ — N/A N/A — — —
67166
trendsmcp
Provides Wikipedia page view trend data including spike detection, historical t…
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67167
Willyfab
Public MCP server for a travel-eSIM marketplace: search, recommend and buy data…
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67168
trinknx
Exposes Amazon Selling Partner API tools for sellers to manage orders, inventor…
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67169
Moin105
karst Claim
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
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67170
adiIspas
transcribe Claim
Transcribe audio & video to text for AI agents: 100+ languages, speaker labels,…
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67171
RHMDHDYT
Enables interaction with Google Chat via MCP using the internal Dynamite API, a…
 — ○ ⏳ — N/A N/A — — —
67172
galthran-wq
Memex Claim
Personal knowledge base MCP server enabling AI agents to search, read, and add …
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67173
olk
mem0-mcp Claim
MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention
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67174
dangamsoft
cafe-mcp Claim
Korean Saju (Four Pillars / 사주명리) birth-chart analysis — 5 free tools: chart, f…
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67175
aleks-yustas
Local MCP server that provides current weather, forecast, summary, and weather …
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67176
domnussbaum
mcp-otobo Claim
MCP server for Otobo ITSM enabling AI assistants to search, create, update, and…
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67177
DealMachine
DealMachine Claim
Search and enrich US property, owner, people, and company data for sales and le…
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67178
JinNing6
tiangong-mcp Claim
An MCP server for the TianGong platform, enabling users to forge, share, and cu…
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67179
daleweaver1981
cockpit-mcp Claim
40 AI prompts + self-hosted ops dashboard for homelab and small-team sysadmins
 — ○ ⏳ — N/A N/A — — —
67180
Replicant-Partners
Provides tools for semantic decomposition, proof search, knowledge graph operat…
 — ○ ⏳ — — — — 81 —
67181
hanyeol
Docker Compose for AI workflows. Define AI agents, RAG pipelines, MCP servers, …
 — ○ ⏳ — N/A N/A — — —
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