MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34112
Scored
→
2112
Verified
→
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35351
wuwu119
biji-mcp Claim
Search and retrieve content from Get笔记 knowledge bases through natural language…
— ○ ⏳ — — — — — —
35352
ziamalik
A Model Context Protocol server that lets Claude (and any MCP client) cite actu…
— ○ ⏳ — N/A N/A — — —
35353
ddonathan
Enables direct interaction with MySQL databases through SQL queries, table expl…
— ○ ⏳ — — — — 81 —
35354
maor6700
Provides basic arithmetic operations (add, multiply, divide) for AI assistants …
— ○ ⏳ — N/A N/A — — —
35355
0xMihirK
Hercules MCP Claim
Enables AI agents to perform professional penetration testing through a contain…
— ○ ⏳ — N/A N/A — — —
35356
Reuben1987AI
Enables AI agents and LLMs to interact with Google Ads accounts, allowing searc…
— ○ ⏳ — — — — — —
35357
ryanStark24
sfgraph Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
— ○ ⏳ — N/A N/A — — —
35358
l3wi
homekit-cli Claim
An MCP server that provides tools for inspecting and controlling Apple HomeKit …
— ○ ⏳ — N/A N/A — — —
35359
jayounglee92
Automates internal system form submissions by reading data from Excel/CSV or Go…
— ○ ⏳ — N/A N/A — — —
35360
saibalajijammu
HR-Assist Claim
Automates HR workflows such as employee onboarding, leave management, and ticke…
— ○ ⏳ — N/A N/A — — —
35361
Sharat005
Enables natural language querying of MySQL databases via Claude Code, allowing …
— ○ ⏳ — N/A N/A — — —
35362
guaidao2
独立自包含的SRC挖洞专用MCP工具包,提供32个侦察、漏洞检测、认证安全、信息提取等工具,零外部依赖,即装即用。
— ○ ⏳ — — — — — —
35363
hevji
Enables AI assistants to manage a Discord server, including creating channels, …
— ○ ⏳ — — — — — —
35364
ethos-zero
A local-first shared memory layer for MCP-aware agents like Claude, Codex, and …
— ○ ⏳ — N/A N/A — — —
35365
glabun002
Enables scanning live after-hours stock prices on Robinhood Chain, paying for q…
— ○ ⏳ — N/A N/A — — —
35366
GayathriNarayanan1610
Exposes search over internal documents and company lookup via authenticated API…
— ○ ⏳ — N/A N/A — — —
35367
ThySummer14
mcp-fusion Claim
Multi-model fusion analysis tool that sends queries to multiple AI models in pa…
— ○ ⏳ — — — — — —
35368
simonlin1212
etsy-data Claim 1
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
— ○ ⏳ — — — — 67 —
35369
shuowang-ai
Provides real-time weather, air quality, forecasts, and astronomical informatio…
— ○ ⏳ — — — — — —
35370
truman-t3
KeyShot MCP Claim
A local MCP server that enables AI apps to control KeyShot Studio for scene ins…
— ○ ⏳ — N/A N/A — — —
35371
DojoGenesis
MCP server that exposes the OBBBA No Tax on Tips federal deduction logic as cal…
— ○ ⏳ — N/A N/A — — —
35372
sena-labs
Universal MCP server for the full Replicate catalog: image, video, audio, music…
— ○ ⏳ — — — — — —
35373
plataformaemilia
ej Claim
— ○ ⏳ — N/A N/A — 95 —
35374
saudqsaleshandy
Enables to extract TypeScript methods, functions, and their relevant imports an…
— ○ ⏳ — N/A N/A — — —
35375
simonives
research_mcp Claim
An MCP server that mirrors the skills and workflows of an industry-leading rese…
— ○ ⏳ — N/A N/A — — —
35376
shaheedghazi
daraz-mcp Claim
Enables searching Daraz.pk products with smart cheapest detection and category …
— ○ ⏳ — — — — — —
35377
Giorgiofox
booklore-MCP Claim
An MCP server for BookLore that lets any MCP-compatible assistant talk to your …
— ○ ⏳ — — — — — —
35378
SAS-AII
mcp-server Claim
MCP server that enables web search via Tavily API and chess player stats via Ch…
— ○ ⏳ — N/A N/A — — —
35379
aesopfrom0
todoglow Claim
See what each of your coding agents is working on, and read or advance your tod…
— ○ ⏳ — N/A N/A — — —
35380
iam-aditya
ortools-mcp Claim
An MCP server that uses Google OR-Tools CP-SAT to find minimal corrections to v…
— ○ ⏳ — N/A N/A — — —
35381
joon-labs
ms-teams-mcp Claim
Provides access to Microsoft Teams, Outlook, Calendar, and SharePoint via the M…
— ○ ⏳ — N/A N/A — — —
35382
fjacquet
MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
— ○ ⏳ — N/A N/A — — —
35383
PedroGabrieldm
goevento-new Claim
— ○ ⏳ — N/A N/A — 95 —
35384
LPDigitale
Enables to manage your Outlook mailbox via Microsoft Graph (write access) with …
— ○ ⏳ — — — — — —
35385
DharaniDasari
Enables AI agents to search, fetch, and clean live documentation from LangChain…
— ○ ⏳ — — — — — —
35386
UHQ-Actual
DOL WHD MCP Claim
TypeScript MCP server for accessing Department of Labor enforcement data, OSHA …
— ○ ⏳ — — — — — —
35387
heath0xFF
Jeltz Claim
Connects AI assistants to physical devices via MCP, enabling LLMs to reason abo…
— ○ ⏳ — N/A N/A — — —
35388
georgelue0321-vibe
Prevents premature AI coding by transforming vague product ideas into structure…
— ○ ⏳ — N/A N/A — — —
35389
Raffaele86
OCR MCP Claim
Converts screenshots of web pages into structured Markdown using GLM-OCR (Zhipu…
— ○ ⏳ — — — — — —
35390
Merchantlee99
cert-study Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
— ○ ⏳ — N/A N/A — — —
35391
Bluezeamer
Enables AI coding agents to efficiently navigate and understand large codebases…
— ○ ⏳ — N/A N/A — — —
35392
moorcheh-ai
Enables interaction with Moorcheh AI services including namespace management, d…
— ○ ⏳ — — — — — —
35393
AdityaDREXEL
Enables AI agents to run brand-visibility audits by querying multiple AI engine…
— ○ ⏳ — — — — — —
35394
archimedes-market
Parse and analyze KiCad PCB files from AI agents — layer stackup, net listing, …
— ○ ⏳ — N/A N/A — — —
35395
kais-radwan
A generic MCP proxy that filters which tools are exposed from a remote MCP serv…
— ○ ⏳ — N/A N/A — — —
35396
davidmosiah
A local-first nutrition MCP server for food search, barcode lookup, meal estima…
— ○ ⏳ — N/A N/A — — —
35397
kogecoo
mcp-kindle Claim
Read-only MCP server for accessing local Kindle library data, exposing tools to…
— ○ ⏳ — N/A N/A — — —
35398
estebanhiguitad
Enables interaction with Trello boards, lists, and cards using the Model Contex…
— ○ ⏳ — — — — — —
35399 — ○ ⏳ — N/A N/A — 95 —
35400
brownjl01
Turns your UniFi Network Controller into programmable tools for querying and mo…
— ○ ⏳ — N/A N/A — — —
Showing 35351–35400 of 69448 servers
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