MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

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47403
Discovered
→
29583
Scored
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2112
Verified
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16952
Complete
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Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

Newly Added

zobrx F NP Ledger F Neblla F GenMB F fahali F

Biggest Gainers

mcp +48 mcp +48 mcp +48

Biggest Drops

GroundAPI -42 medusa-mcp -39 Phos Marketing Engine -39
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47301
yuhuison
wiki-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
47302
CSOAI-ORG
lorem-ipsum-ai-mcp MCP server by MEOK AI Labs
 — ○ ⏳ — N/A N/A — — —
47303
agentfi
Give your AI agent a wallet. AgentFi provides 10 MCP tools for executing DeFi t…
 — ○ ⏳ — N/A N/A — 95 —
47304
mobileappbyharis
Enables AI agents to access paid tools like crypto prices, weather, translation…
 — ○ ⏳ — N/A N/A — — —
47305
chkim-su
— ○ ⏳ — N/A N/A — 95 —
47306
kamath
#docs Claim
A documentation MCP server, such that you can ask a question like: - "How do I…
 — ○ ⏳ — N/A N/A — 95 —
47307
sawftware-labs
api Claim
AI document intelligence: extract, summarize, claim-check, and notarize with on…
 — ○ ⏳ — — — — — —
47308
Heretek-RE
re-il2cpp Claim
An MCP server that recovers original C# class, method, field, and parameter nam…
 — ○ ⏳ — N/A N/A — — —
47309
ysfscream
Enables MQTT broker operations like connect, subscribe, and publish through MCP…
 — ○ ⏳ — — — — — —
47310
jasonwagao
Deterministic Chinese divination APIs (BaZi/QiMen/ZiWei/MeiHua/LiuYao/LiuRen) x…
 — ○ ⏳ — N/A N/A — 83 —
47311
Lokesh-2025
An MCP server that provides real-time IBM Quantum device data including queue d…
 — ○ ⏳ — — — — — —
47312
renefichtmueller
PaperCortex Claim
An MCP server that adds AI-powered document intelligence to Paperless-ngx, enab…
 — ○ ⏳ — N/A N/A — — —
47313
dmitryborovoy-bot
A universal MCP layer for Russian-speaking America, enabling AI agents to acces…
 — ○ ⏳ — — — — — —
47314
lokafinnsw
Argus MCP Claim
Enables AI-powered, zero-trust code review with multiple models, supporting sin…
 — ○ ⏳ — N/A N/A — — —
47315
jitendrasinghsankhwar
An MCP server for intelligent LaTeX resume generation with multiple templates, …
 — ○ ⏳ — N/A N/A — — —
47316
yazan4m7
yazan4m7 Claim
— ○ ⏳ — N/A N/A — 95 —
47317
FradSer
An MCP server for interacting with Apple Reminders on macOS
 — ○ ⏳ — N/A N/A — 95 —
47318
narkov
An unofficial MCP server that connects AI agents to Horoshop e-commerce stores,…
 — ○ ⏳ — — — — — —
47319
robawolf
n8nmcp Claim
— ○ ⏳ — N/A N/A — 95 —
47320
theYahia
Enables managing Kaspi Marketplace orders through AI assistants, including list…
 — ○ ⏳ — — — — — —
47321
WYYkerwin
yo-bug Claim
An MCP server that gives AI coding assistants QA superpowers, enabling users to…
 — ○ ⏳ — N/A N/A — — —
47322
zernio
Zernio Claim
Social APIs for developers and AI agents. Schedule posts, track analytics, answ…
 — ○ ⏳ — N/A N/A — 95 —
47323
contacto291
AI agent platform: manage leads, conversations, bots, calendar and CRM via MCP.
 — ○ ⏳ — — — — — —
47324
ramandimbinirina
powerBI-mcp Claim
Automates Power BI dashboard creation by selecting templates, mapping dataset s…
 — ○ ⏳ — N/A N/A — — —
47325
cnitlrt
Enables dynamic debugging with GDB via the MCP protocol, allowing LLMs to execu…
 — ○ ⏳ — N/A N/A — — —
47326
DalecB
Read-only semantic search MCP server for Obsidian vaults using local Ollama emb…
 — ○ ⏳ — N/A N/A — — —
47327
alinaeem2006
— ○ ⏳ — — — — 81 —
47328
High-Impact-Athletes
Twenty MCP Claim
A remote MCP server that connects Claude to a Twenty CRM workspace, enabling us…
 — ○ ⏳ — — — — 81 —
47329
midodimori
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
 — ○ ⏳ — — — — — —
47330
dan
plus-ai Claim
— ○ ⏳ — N/A N/A — 95 —
47331
ZapSign
Enables integration with the ZapSign API for electronic document signing and ma…
 — ○ ⏳ — — — — — —
47332
MCP-Mirror
Implements a structured development workflow for LLM-based coding with feature …
 — ○ ⏳ — N/A N/A — 95 —
47333
wyre-technology
huntress-mcp Claim
An MCP server for Huntress managed security platform, enabling management of ag…
 — ○ ⏳ — — — — — —
47334
fce
— ○ ⏳ — N/A N/A — 95 —
47335
os-tack
fcp-sheets Claim
MCP server for semantic spreadsheet operations that lets LLMs create and edit E…
 — ○ ⏳ — N/A N/A — — —
47336
yigitkonur
example-mcp-server-stdio
 — ○ ⏳ — N/A N/A — 95 —
47337
Puthin7778
— ○ ⏳ — N/A N/A — 95 —
47338
bosch-buderus-wp
Enables LLM applications to query and visualize data from Bosch/Buderus heat pu…
 — ○ ⏳ — N/A N/A — — —
47339
wulfitect
A Model Context Protocol server that provides comprehensive GitHub integration …
 — ○ ⏳ — — — — 81 —
47340
stefan-xyz
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
 — ○ ⏳ — N/A N/A — 95 —
47341
CSOAI-ORG
ip-network-ai-mcp MCP server by MEOK AI Labs
 — ○ ⏳ — N/A N/A — — —
47342
kao273183
AI 規格大師 — MCP server bridging specs (Linear / JIRA / GitHub Issues / Notion / M…
 — ○ ⏳ — — — — — —
47343
mdornich
Enables comprehensive Google Drive integration through MCP, supporting file man…
 — ○ ⏳ — — — — 81 —
47344
evrimalacan
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
 — ○ ⏳ — — — — — —
47345
k9fr4n
thruk-mcp Claim
Enables natural language interaction with Thruk monitoring systems, allowing us…
 — ○ ⏳ — — — — — —
47346
WilliamLINWEN
A Model Context Protocol (MCP) server that provides tools for interacting with …
 — ○ ⏳ — — — — — —
47347
Create and manage forms, collect submissions — a headless form builder powered …
 — ○ — N/A N/A — 81 —
47348
elis132
The definitive MCP server for voidtools Everything - lightning-fast file search…
 — ○ ⏳ — N/A N/A — — —
47349
kqdssheng
csv Claim
— ○ ⏳ — N/A N/A — 95 —
47350
utilsforagents
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
 — ○ ⏳ — — — — 81 —
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