MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46251 |
swanlab-mcp
Claim
Enables read-only access to SwanLab workspaces, projects, runs, and metrics thr…
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| 46252 |
SecureLLM MCP Server
Claim
Enables AI assistants to interact with NixOS development tools, manage builds, …
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| 46253 |
@dandeliongold/mcp-time
Claim
Provides current time and time difference calculations in ISO format (YYYY-MM-D…
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| 46254 |
apple-health-export-mcp
Claim
Query your Apple Health data including sleep, heart rate, steps, workouts, and …
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| 46255 |
dyer-md
Claim
Access your dyer.md Markdown vault as a knowledge source for AI agents.
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| 46256 |
JP Business Calendar MCP
Claim
Enables Japanese business calendar operations such as holiday checking, busines…
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| 46257 |
Nutrition MCP
Claim
A filesystem-based MCP server that turns any MCP-capable AI agent into a conver…
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| 46258 |
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
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| 46259 |
kl-sharepoint-mcp
Claim
Enables interaction with SharePoint Online and OneDrive content via Microsoft G…
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| 46260 |
A read-only MCP server that exposes Estonian eesti.ai events (workshops and mee…
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| 46261 |
Keystone MCP Server
Claim
Enables construction professionals to query project documents with conflict-awa…
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| 46262 |
A Model Context Protocol server that collects, analyzes, and manages AI use cas…
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| 46263 |
akshare-mcp
Claim
An MCP server that gives AI assistants direct, structured access to China A-sha…
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| 46264 |
FindBlock MCP
Claim
An MCP server for retrieving block numbers by timestamp, enabling fast and prec…
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| 46265 |
Zoho Books MCP Server
Claim
Enables AI assistants to manage Zoho Books accounting tasks such as invoices, c…
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| 46266 |
cerberus-mcp
Claim
An MCP server that provides ultra-efficient code exploration through AST analys…
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| 46267 |
ANSYS MCP Server
Claim
Enables natural language-driven ANSYS simulations (Fluent, Mechanical, Geometry…
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| 46268 |
postgresql-mcp
Claim
A production-ready MCP server that connects AI assistants to any PostgreSQL dat…
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| 46269 |
mcp-brasil
Claim
MCP Server for accessing 36 Brazilian public data sources and 1 agent, enabling…
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| 46270 |
An MCP server that enables AI assistants to programmatically create and manage …
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| 46271 |
AI App MCP
Claim
A production-ready Python MCP server supporting stdio and Streamable HTTP trans…
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| 46272 |
cpp-semantic-graph
Claim
Builds a semantic knowledge graph of C++ code and exposes 9 MCP tools for AI as…
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| 46273 |
rive-docs-mcp
Claim
Provides access to Rive's animation documentation, runtime guides, editor featu…
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| 46274 |
webcrawl-mcp
Claim
Local-first web scraping, search, and crawling. Static pages extracted locally …
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| 46275 |
cron-parser
Claim
Cloudflare Workers MCP server: cron-parser
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| 46276 |
indie-metrics-mcp
Claim
MCP server that gives AI assistants real-time access to Stripe business metrics…
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| 46277 |
Agorus MCP Server
Claim
MCP server for the Agorus AI agent marketplace, exposing API operations as tool…
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| 46278 |
ERPNext MCP Server
Claim
Integrates with ERPNext/Frappe API to enable AI assistants to create, read, upd…
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| 46279 |
database-remote-mcp
Claim
Enables remote database access (RDBMS and MongoDB) through MCP tools, supportin…
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| 46280 |
justserpapi-mcp
Claim
Enables AI assistants to search Google, Maps, Trends, and other web data throug…
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| 46281 |
micrOSMCP
Claim
Standalone TypeScript MCP server for micrOS devices. Enables discovering device…
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| 46282 |
MCP Search Server
Claim
A unified Model Context Protocol server that integrates multiple search provide…
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| 46283 |
Medical Billing MCP
Claim
Enables AI assistants to look up medical billing codes, denial reasons, and pay…
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| 46284 |
Kioku
Claim
An MCP server that enables AI agents to read, search, and write to your Obsidia…
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| 46285 |
Offline, keyless lookup of the US civil aircraft registry — decode N-numbers, s…
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| 46286 |
hypawave
Claim
Agent-to-agent commerce over Bitcoin Lightning: buy, sell, list, and discover f…
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| 46287 |
ato-mcp
Claim
Australian tax knowledge base for agents: 34,500+ ATO documents, cited answers …
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| 46288 |
Diabetes:M MCP Server
Claim
Integrates Diabetes:M data with Claude Desktop to access glucose readings, insu…
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| 46289 |
Norric
Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
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| 46290 |
mcp-graphql
Claim
Enables LLMs to interact with GraphQL APIs through schema introspection and que…
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| 46291 |
Check any Base wallet before you pay it. Free, no signup, no account needed.
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| 46292 |
agentic-rag
Claim
Enables persistent, searchable memory for Claude Code by storing session knowle…
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| 46293 |
PubMed MCP Server
Claim
Enables AI agents to search and read PubMed academic literature directly, witho…
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| 46294 |
hermes-mcp
Claim
An MCP server that allows Claude Desktop and other MCP clients to delegate task…
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| 46295 |
skills-mcp
Claim
A self-hostable, open-source, semantically-searchable Agent Skills registry del…
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| 46296 |
Homebox MCP Server
Claim
Enables AI assistants to query and explore Homebox home inventory data in real-…
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| 46297 |
Enables Genspark to connect to upstream MCP servers like Meta Ads by bridging S…
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| 46298 |
brahe-mcp
Claim
Exposes the astrodynamics capabilities of the Brahe library enabling language m…
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| 46299 |
Birding Buddy MCP
Claim
An AI-powered birding companion that connects Claude to eBird and Xeno-canto AP…
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| 46300 |
snapforge-mcp
Claim
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
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