MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55201
geekjourneyx
📝 md2wechat MCP Server | 让 Claude Code & AI Agent 一键排版发布到微信公众号
N/A N/A
55202
Jeanivy
Shopify MCP Claim
Read-only Shopify Admin API MCP server for business reporting, exposing tools l…
55203
hkopenai
Enables querying of current A\&E waiting times, specialist outpatient waiting t…
55204
Krv-Labs
Topos Claim
Structural code-quality tools for AI coding agents.
N/A N/A
55205
decksaga
Live market data for AI agents — crypto prices, stocks (any ticker), S&P 500/NA…
55206
daaru00
A framework to deploy MCP servers on AWS using serverless services like Lambda,…
55207
FlowMCP
Provides LocalServer and RemoteServer implementations for running MCP servers l…
55208
luizeduul
MCP server for logging and checking Jira Cloud worklogs from AI agents such as …
N/A N/A
55209
wuxiaoqiang12
MCP server that enables inspecting, controlling, and safely automating live ope…
N/A N/A
55210
AgentX-ai
Enables AI assistants to extract YouTube video metadata, subtitles, and top com…
55211
SulavKharel
A local MCP server that connects Claude to your YouTube channel, enabling video…
55212
jorisvddonk
Enables AI tools to play the game DEFCON by providing tools to communicate with…
N/A N/A
55213
j04n-f
MCP server that connects AI assistants to Woodpecker CI for debugging pipeline …
N/A N/A
55214
Gaivoronsky
huntflow-mcp Claim
MCP server for HuntFlow ATS API v2, providing tools to manage vacancies, candid…
55215
AliKarami
MikroMCP Claim
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
N/A N/A
55216
maheshjagzap123
Exposes GitHub actions as tools for creating branches, pushing files, opening a…
55217
mcpflow
sourcesage Claim
SourceSage is an MCP server that efficiently memorizes key aspects of a codebas…
N/A N/A
55218
Ozav
Expert knowledge about forex, IOF tax, US bank accounts, stablecoins, internati…
N/A N/A 95
55219
piyushpathakqa
argus Claim
An agentic QA framework that authors, generates, triages, and self-heals Playwr…
N/A N/A
55220
MCP-Mirror
Provides access to real-time satellite tracking data using the N2YO API, enabli…
81
55221
kamiazya
Enables AI agents to collaboratively draw and annotate Excalidraw diagrams in r…
N/A N/A
55222
norm613
MCP server for accessing the eSpace facilities management API, enabling work or…
N/A N/A
55223
adelaidasofia
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge …
N/A N/A
55224
AutomateLab-tech
Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-c…
55225
nazar256
Enables managing Firefox Relay masks (random and domain) via MCP tools, includi…
55226
gamandeepsingh
Enables AI models to interact with the Zerodha trading platform for portfolio m…
55227
alopez3006
snipara-mcp Claim
Lightweight MCP connector that provides persistent project memory and context o…
55228
gull-9mgK
Suprdeck Claim
Fundraising intelligence MCP server — access investor data, funding rounds, and…
81
55229
ssolis-ti
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
55230
Aradotso
OpenAra Claim
An open-source local MCP server for macOS that provides desktop control tools (…
N/A N/A
55231
guirguispierre
canvasMCP Claim
Deploys a read-only MCP server to Cloudflare Workers for interacting with Canva…
55232
janschachtschabel
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
55233
harrisboatworks
Live Mercury outboard data and CAD quote builder from a Mercury Platinum Dealer…
55234
KK6BZB
Bitcoin regime detection intelligence — know which market regime you are in and…
55235
LANDRYJACQUES237
AI-native eGovernment platform for Cameroonian public services, providing tools…
55236
stackblaze
rustfs-mcp Claim
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling…
55237
aicastle-school
Stock Price Claim
Fetch current stock quotes by ticker symbol across global markets. Integrate up…
N/A N/A 95
55238
zen-apps
Provides access to USDA FoodData Central database, enabling food search, nutrit…
55239
clauxel
Paid remote MCP for AI Studio Workspace approval gate MCP, structured receipts,…
55240 N/A N/A 95
55241
torkian
Enables Claude Desktop to search custom knowledge bases using retrieval-augment…
N/A N/A
55242
osrd-gh
ha-mcp Claim
An MCP server that enables AI assistants to control Home Assistant via natural …
N/A N/A
55243
imikailoby
Comics MCP Claim
Model Context Protocol server for comic data sources with plugin architecture, …
55244
Deltologic
DataDoe MCP Claim
Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, …
55245
RJTPP
An MCP server that enables file system search and inspection, including directo…
N/A N/A
55246
adamcfield
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
55247
inscada-app
Enables AI assistants to interact with inSCADA systems via the Model Context Pr…
55248
agentaudit-dev
AgentAudit Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
55249
ilask
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
81
55250
McpCrypto
A backend service that executes transactions across multiple blockchains, enabl…
81
Showing 55201–55250 of 57357 servers