MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55201 |
md2wechat-mcp-server
Claim
📝 md2wechat MCP Server | 让 Claude Code & AI Agent 一键排版发布到微信公众号
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| 55202 |
Shopify MCP
Claim
Read-only Shopify Admin API MCP server for business reporting, exposing tools l…
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| 55203 |
Enables querying of current A\&E waiting times, specialist outpatient waiting t…
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| 55204 |
Topos
Claim
Structural code-quality tools for AI coding agents.
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| 55205 |
market-pulse-mcp
Claim
Live market data for AI agents — crypto prices, stocks (any ticker), S&P 500/NA…
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| 55206 |
Serverless MCP Framework
Claim
A framework to deploy MCP servers on AWS using serverless services like Lambda,…
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| 55207 |
FlowMCP Server
Claim
Provides LocalServer and RemoteServer implementations for running MCP servers l…
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| 55208 |
jira-worklog-mcp
Claim
MCP server for logging and checking Jira Cloud worklogs from AI agents such as …
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| 55209 |
opencode-lens
Claim
MCP server that enables inspecting, controlling, and safely automating live ope…
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| 55210 |
YouTube DLP MCP Server
Claim
Enables AI assistants to extract YouTube video metadata, subtitles, and top com…
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| 55211 |
YouTube MCP Server
Claim
A local MCP server that connects Claude to your YouTube channel, enabling video…
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| 55212 |
defcon-mcp-server
Claim
Enables AI tools to play the game DEFCON by providing tools to communicate with…
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| 55213 |
woodpecker-mcp
Claim
MCP server that connects AI assistants to Woodpecker CI for debugging pipeline …
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| 55214 |
huntflow-mcp
Claim
MCP server for HuntFlow ATS API v2, providing tools to manage vacancies, candid…
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| 55215 |
MikroMCP
Claim
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
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| 55216 |
GitHub MCP Server
Claim
Exposes GitHub actions as tools for creating branches, pushing files, opening a…
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| 55217 |
sourcesage
Claim
SourceSage is an MCP server that efficiently memorizes key aspects of a codebas…
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| 55218 |
Expert knowledge about forex, IOF tax, US bank accounts, stablecoins, internati…
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| 55219 |
argus
Claim
An agentic QA framework that authors, generates, triages, and self-heals Playwr…
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| 55220 |
Provides access to real-time satellite tracking data using the N2YO API, enabli…
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| 55221 |
@kamiazya/whiteboard-mcp
Claim
Enables AI agents to collaboratively draw and annotate Excalidraw diagrams in r…
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| 55222 |
cpp-espace-mcp
Claim
MCP server for accessing the eSpace facilities management API, enabling work or…
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| 55223 |
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge …
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| 55224 |
automatelab-ai-seo
Claim
Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-c…
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| 55225 |
firefox-relay-mcp
Claim
Enables managing Firefox Relay masks (random and domain) via MCP tools, includi…
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| 55226 |
zerodha-claude-mcp
Claim
Enables AI models to interact with the Zerodha trading platform for portfolio m…
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| 55227 |
snipara-mcp
Claim
Lightweight MCP connector that provides persistent project memory and context o…
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| 55228 |
Suprdeck
Claim
Fundraising intelligence MCP server — access investor data, funding rounds, and…
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| 55229 |
CrewAI MCP Orchestrator
Claim
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
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| 55230 |
OpenAra
Claim
An open-source local MCP server for macOS that provides desktop control tools (…
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| 55231 |
canvasMCP
Claim
Deploys a read-only MCP server to Cloudflare Workers for interacting with Canva…
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| 55232 |
mcp-wikijs-mv
Claim
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
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| 55233 |
Live Mercury outboard data and CAD quote builder from a Mercury Platinum Dealer…
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| 55234 |
signallord-mcp-server
Claim
Bitcoin regime detection intelligence — know which market regime you are in and…
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| 55235 |
eGov MCP — Cameroun
Claim
AI-native eGovernment platform for Cameroonian public services, providing tools…
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| 55236 |
rustfs-mcp
Claim
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling…
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| 55237 |
Stock Price
Claim
Fetch current stock quotes by ticker symbol across global markets. Integrate up…
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| 55238 |
Provides access to USDA FoodData Central database, enabling food search, nutrit…
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| 55239 |
Paid remote MCP for AI Studio Workspace approval gate MCP, structured receipts,…
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| 55240 |
test-calendar
Claim
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| 55241 |
RAG MCP Server
Claim
Enables Claude Desktop to search custom knowledge bases using retrieval-augment…
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| 55242 |
ha-mcp
Claim
An MCP server that enables AI assistants to control Home Assistant via natural …
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| 55243 |
Comics MCP
Claim
Model Context Protocol server for comic data sources with plugin architecture, …
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| 55244 |
DataDoe MCP
Claim
Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, …
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| 55245 |
File Search Tool
Claim
An MCP server that enables file system search and inspection, including directo…
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| 55246 |
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
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| 55247 |
@inscada/mcp-server
Claim
Enables AI assistants to interact with inSCADA systems via the Model Context Pr…
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| 55248 |
AgentAudit
Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
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| 55249 |
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
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| 55250 |
UniversalDeFi AI
Claim
A backend service that executes transactions across multiple blockchains, enabl…
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