MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47901
cubicecho
A server that serves reusable markdown skills (instructions, playbooks, referen…
47902
bensleveritt
Enables AI assistants to create, read, update, and delete data in local-first a…
N/A N/A
47903
rnakashima1
A read-only MCP server that exposes articles and photos from Local News Matters…
47904
mbufkin
Cloakbox Claim
Let LLMs analyze sensitive data safely by querying a tokenized, join-preserving…
N/A N/A
47905
LKCY23
A FastMCP server that provides weather-related tools using the QWeather API, en…
47906
cktbarking
Enables searching academic papers on Semantic Scholar and downloading their PDF…
47907
kevinLiJ
An MCP server that enables fetching YApi interface details via a tool, allowing…
47908
georgittanchev
Drop-in replacement for Claude's native web_search and web_fetch tools, resolvi…
N/A N/A
47909
lbeyonl
Enables AI agents to search, compare prices, and get details on discounted and …
47910
nnnunezr
Switchboard Claim
A dashboard and MCP server for managing local development servers, enabling Cla…
N/A N/A
47911
Treeeeeeeeeeeeee
lsl-mcp Claim
A Model Context Protocol (MCP) server providing accurate LSL (Linden Scripting …
N/A N/A
47912
pubspro
medterms-mcp Claim
Medical terminology MCP server — ICD-10, MedDRA, RxNorm, CTCAE for AI agents
47913
tamiratias93-gif
MCP server that lets Claude control Google Gemini Omni video generation via a b…
N/A N/A
47914
KamranBiglari
A Model Context Protocol server offering over 15 chart types with Zod schema va…
47915
galacoder
An MCP server that provides tools for interacting with the Vimeo API, enabling …
47916
2ca3
A Model Context Protocol (MCP) server that integrates Cybozu's Garoon groupware…
N/A N/A
47917
shwetha-sundar
Provides real-time stock data, historical analysis, and stock comparisons using…
47918
zmbcen
Integrates multiple Android APK security analysis tools into MCP standard APIs …
N/A N/A
47919
Cinnamobot
A MCP server wrapper for Google's Gemini CLI that enables AI assistants to perf…
N/A N/A
47920
Ruchika2426
A lightweight MCP server that integrates with Google Docs and Gmail, allowing A…
47921
Jad-Assaf
shopify-mcp Claim
Enables management of Shopify store via GraphQL, including products, orders, in…
47922
yunhui-chae-krafton
Thin MCP wrapper providing read-only access to Microsoft To Do tasks via Micros…
N/A N/A
47923
krisrowe
Enables AI agents to manage dotfiles using git bare repos, supporting tracking,…
47924
data-goblin
MCP server for exploring Microsoft Fabric and Power BI workspaces. It provides …
47925
Mih-Nig-Afe
Integrates Trello with Cursor and GitHub for human-in-the-loop development, ena…
N/A N/A
47926
agentage
Exposes local memory vaults as 6 MCP tools over stdio, enabling clients like Wi…
N/A N/A
47927
davidmosiah
Read your Samsung Health CSV/ZIP exports — activity, sleep, heart, stress — loc…
N/A N/A
47928
signal-slot
mcp-gif Claim
MCP server for GIF animation analysis. Provides metadata extraction, individual…
N/A N/A
47929
stevederico
mongo-mcp Claim
An MCP server that enables querying, inserting, updating, deleting, aggregating…
N/A N/A
47930
nicovlr
MCP server that connects Carrefour Drive to Claude and other MCP clients, enabl…
N/A N/A
47931
Shanko-26
mdfmcp Claim
MCP server for analyzing ASAM MDF measurement data files, enabling AI assistant…
N/A N/A
47932
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations from foldkit as MCP…
N/A N/A
47933
vjrivmon
Enforces mandatory testing before merging via isolated worktrees, with build ve…
N/A N/A
47934
dawoodali-showpass
Connects to Domo API to run SQL queries, search datasets, retrieve metadata and…
47935 N/A N/A 95
47936
jlcbk
Bridges local Claude Code with a remote Codex instance on a VPS via SSH, enabli…
N/A N/A
47937
greyfieldsoftwaresolutions
Exposes a fictional B2B CRM database (companies, contacts, deals) as callable M…
N/A N/A
47938
jkitchin
fairchem-mcp Claim
An interactive MCP server for FAIRChem and ASE simulations that allows LLM agen…
N/A N/A
47939
tcccanada
Enables natural language interaction with PostgreSQL databases through MCP tool…
47940
jeronimomayorca
A powerful Model Context Protocol (MCP) server for image processing, designed t…
N/A N/A
47941
minovap
Enables AI assistants to consult other AI models via OpenRouter for help with c…
47942
ssm82
Full VK MCP Claim
Model Context Protocol (MCP) server for VKontakte (VK) — the largest social net…
N/A N/A
47943
ExoCubeYT
Enables AI assistants to manage WhatsApp sessions, send multi-format messages, …
47944
inkan-tech
DebugPilot Claim
Enables AI agents to inspect debug state, control execution, and set breakpoint…
N/A N/A
47945
giauphan
Enables AI agents to interact with both frontend and backend projects by provid…
N/A N/A
47946
saml7n
parbaked Claim
Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, de…
47947
cshara1
Enables AI agents to safely and structurally edit Jupyter Notebook (.ipynb) fil…
N/A N/A
47948
skillzmarket
Enables AI assistants to search, get info, call, and review paid AI skills on S…
47949
justinmccuistion
orca-ai-mcp Claim
Integrates with Orca AI's HUNT Platform API to search for information about peo…
47950
xhaiben
test-mcp2 Claim
N/A N/A 95
Showing 47901–47950 of 67226 servers
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