MCP Server Quality Scores

Independent quality analysis of 69468 public MCP servers

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69468
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34112
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Last updated 3 hours, 26 minutes ago

Grade Distribution

Score Distribution

Newly Added

WhatsAble for WhatsApp Business F Stashhh F Chess Coach F Metodix — training log for coaches F LongSpan F

Biggest Gainers

Airport Pickups London +31 MacTech Federal Market +23 Data Center Index +12

Biggest Drops

Second Opinion -48 worldhums -48 Black Label Continuum Website MCP -48
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35001
AlexLin1234
Enables searching and exploring millions of items from the Smithsonian Institut…
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35002
tqmvt
Manages user data with resources, tools, and prompts for CRUD operations on a J…
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35003
magna-nz
MCP server for interactive .NET / ASP.NET Core debugging via netcoredbg. 27 too…
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35004
edsonsousa
MCP server for Legalis, a Brazilian legal document AI that enables attorneys to…
 — ○ ⏳ — N/A N/A — — —
35005
Deepractice
RoleX Claim
Provides AI agents with persistent identity, social organization, and experienc…
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35006
manu-mishra
MCP server for multi-provider AI image generation (AWS Bedrock, OpenAI, Google …
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35007
BACH-AI-Tools
A Taiwan holiday query server based on the Model Context Protocol, providing ac…
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35008
storybookjs
addon-mcp Claim
Help agents automatically write and test stories for your UI components.
 — ○ ⏳ — N/A N/A — 95 —
35009
n2ns
n2n-memory Claim
Persists AI's cognitive fragments as a knowledge graph within each project dire…
 — ○ ⏳ — N/A N/A — — —
35010
jcode-works
Mimir Claim
Local-first memory and retrieval for private project knowledge. Enables indexin…
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35011
kingtousick
Fetches Korean and global financial data (indices, stocks, ETFs, exchange rates…
 — ○ ⏳ — N/A N/A — — —
35012
KeeVeeG
Godot MCP Claim
Godot MCP connects AI assistants directly to the Godot editor, exposing 300+ to…
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35013
todesstoss
monobank-mcp Claim
A Model Context Protocol server that enables interaction with Monobank API, pro…
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35014
dr-code
tessera Claim
Provides persistent codebase memory for Claude Code, enabling semantic understa…
 — ○ ⏳ — N/A N/A — — —
35015
wuwu119
biji-mcp Claim
Search and retrieve content from Get笔记 knowledge bases through natural language…
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35016
ziamalik
A Model Context Protocol server that lets Claude (and any MCP client) cite actu…
 — ○ ⏳ — N/A N/A — — —
35017
ddonathan
Enables direct interaction with MySQL databases through SQL queries, table expl…
 — ○ ⏳ — — — — 81 —
35018
maor6700
Provides basic arithmetic operations (add, multiply, divide) for AI assistants …
 — ○ ⏳ — N/A N/A — — —
35019
0xMihirK
Hercules MCP Claim
Enables AI agents to perform professional penetration testing through a contain…
 — ○ ⏳ — N/A N/A — — —
35020
Reuben1987AI
Enables AI agents and LLMs to interact with Google Ads accounts, allowing searc…
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35021
ryanStark24
sfgraph Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
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35022
l3wi
homekit-cli Claim
An MCP server that provides tools for inspecting and controlling Apple HomeKit …
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35023
jayounglee92
Automates internal system form submissions by reading data from Excel/CSV or Go…
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35024
saibalajijammu
HR-Assist Claim
Automates HR workflows such as employee onboarding, leave management, and ticke…
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35025
Sharat005
Enables natural language querying of MySQL databases via Claude Code, allowing …
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35026
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。
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35027
hevji
Enables AI assistants to manage a Discord server, including creating channels, …
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35028
ethos-zero
A local-first shared memory layer for MCP-aware agents like Claude, Codex, and …
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35029
glabun002
Enables scanning live after-hours stock prices on Robinhood Chain, paying for q…
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35030
GayathriNarayanan1610
Exposes search over internal documents and company lookup via authenticated API…
 — ○ ⏳ — N/A N/A — — —
35031
ThySummer14
mcp-fusion Claim
Multi-model fusion analysis tool that sends queries to multiple AI models in pa…
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35032
simonlin1212
etsy-data Claim 1
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
 — ○ ⏳ — — — — 67 —
35033
shuowang-ai
Provides real-time weather, air quality, forecasts, and astronomical informatio…
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35034
truman-t3
KeyShot MCP Claim
A local MCP server that enables AI apps to control KeyShot Studio for scene ins…
 — ○ ⏳ — N/A N/A — — —
35035
DojoGenesis
MCP server that exposes the OBBBA No Tax on Tips federal deduction logic as cal…
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35036
sena-labs
Universal MCP server for the full Replicate catalog: image, video, audio, music…
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35037
plataformaemilia
ej Claim
— ○ ⏳ — N/A N/A — 95 —
35038
saudqsaleshandy
Enables to extract TypeScript methods, functions, and their relevant imports an…
 — ○ ⏳ — N/A N/A — — —
35039
simonives
research_mcp Claim
An MCP server that mirrors the skills and workflows of an industry-leading rese…
 — ○ ⏳ — N/A N/A — — —
35040
shaheedghazi
daraz-mcp Claim
Enables searching Daraz.pk products with smart cheapest detection and category …
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35041
Giorgiofox
booklore-MCP Claim
An MCP server for BookLore that lets any MCP-compatible assistant talk to your …
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35042
SAS-AII
mcp-server Claim
MCP server that enables web search via Tavily API and chess player stats via Ch…
 — ○ ⏳ — N/A N/A — — —
35043
aesopfrom0
todoglow Claim
See what each of your coding agents is working on, and read or advance your tod…
 — ○ ⏳ — N/A N/A — — —
35044
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 — — —
35045
joon-labs
ms-teams-mcp Claim
Provides access to Microsoft Teams, Outlook, Calendar, and SharePoint via the M…
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35046
fjacquet
MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
 — ○ ⏳ — N/A N/A — — —
35047
PedroGabrieldm
goevento-new Claim
— ○ ⏳ — N/A N/A — 95 —
35048
LPDigitale
Enables to manage your Outlook mailbox via Microsoft Graph (write access) with …
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35049
DharaniDasari
Enables AI agents to search, fetch, and clean live documentation from LangChain…
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35050
UHQ-Actual
DOL WHD MCP Claim
TypeScript MCP server for accessing Department of Labor enforcement data, OSHA …
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Showing 35001–35050 of 69468 servers
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