MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44301 |
lemonado-mcp
Claim
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| 44302 |
grok-build-mcp
Claim
MCP server that wraps the Grok CLI to enable code review, adversarial testing, …
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| 44303 |
filesystem-mcp-ignore
Claim
A Node.js MCP server for filesystem operations with support for custom ignore f…
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| 44304 |
Zefix MCP Server
Claim
An MCP server for interacting with the Swiss Commercial Register via Zefix REST…
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| 44305 |
Input/output safety gate for AI agents: detect prompt-injection/jailbreak, leak…
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| 44306 |
medplum-mcp
Claim
Provides access to Medplum FHIR healthcare data, enabling Claude and other MCP …
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| 44307 |
code-sandbox-mcp
Claim
MCP server for E2B code sandbox, enabling creation, management, and execution o…
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| 44308 |
Poco MCP Service
Claim
Independent MCP service module for Poco, providing analytics and management too…
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| 44309 |
Audiala
Claim
Audio-guide and trip-planning tools for 1,100+ cities from Audiala. Free, no AP…
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| 44310 |
switchyard
Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
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| 44311 |
youtube-mcp
Claim
Extracts and processes YouTube video content including transcripts, metadata, c…
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| 44312 |
mdbp-server
Claim
Enables AI systems to securely query databases using structured intents (MDBP) …
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| 44313 |
Media-Editor-MCP
Claim
Provides MCP servers for AI-driven video editing. Enables offline editing of Ca…
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| 44314 |
Zocialeye MCP Server
Claim
Enables access to Zocialeye's social media analytics API for campaign data anal…
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| 44315 |
MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enab…
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| 44316 |
SkillForge MCP
Claim
A universal MCP server that loads Markdown skills from arbitrary folders, enabl…
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| 44317 |
mcp-research-pipeline
Claim
Unifies YouTube transcripts, YouTube search, and Google NotebookLM into a resea…
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| 44318 |
Revise MCP
Claim
Provides tools to revise and refactor code via MCP, including moving code, inde…
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| 44319 |
creo-mcp-server
Claim
MCP server for interacting with Creo Parametric CAD software. Enables tool call…
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| 44320 |
weather-mcp
Claim
Provides real-time weather data and alerts from the National Weather Service AP…
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| 44321 |
EVM Proxy MCP
Claim
MCP server providing AI assistants with tools for advanced EVM smart contract a…
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| 44322 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
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| 44323 |
Containarium-Cloud
Claim
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
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| 44324 |
@maxronner/tea-mcp
Claim
Enables AI assistants to manage Gitea repositories, issues, and pull requests v…
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| 44325 |
Google Search MCP Server
Claim
Enables performing Google searches using the Custom Search Engine API with supp…
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| 44326 |
brickdocs
Claim
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| 44327 |
Comet ML MCP Server
Claim
Enables interaction with Comet ML's experiment tracking platform through the Mo…
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| 44328 |
cds-kb-mcp
Claim
A dataless MCP server that searches the SAP CDS knowledge base, allowing users …
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| 44329 |
Amazon MCP App
Claim
Lets Claude search Amazon products via multiple keyword queries and present cur…
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| 44330 |
actual-mcp
Claim
Bridges AI/LLM applications to Actual Budget, exposing budget data as MCP tools…
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| 44331 |
streeteasy-mcp
Claim
A remote MCP server that wraps the StreetEasy GraphQL API to enable LLM agents …
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| 44332 |
Fetch MCP Server
Claim
Enables LLMs to fetch and extract web page content as markdown, supporting chun…
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| 44333 |
Birdeye MCP Server
Claim
Provides blockchain data context from Birdeye APIs for AI models via Model Cont…
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| 44334 |
lodd-mcp-server
Claim
Headless web analytics for AI agents. 42 MCP tools for traffic, events, funnels.
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| 44335 |
google-scholar-mcp
Claim
Enables AI assistants to search and analyze Google Scholar publications, author…
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| 44336 |
An MCP server for Claude Desktop that allows users to query data from selected …
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| 44337 |
Great Question
Claim
Great Question is the Agentic UX research platform for product builders. Run in…
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| 44338 |
Integrates ElizaOS agents with Cursor IDE, allowing users to list, select, and …
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| 44339 |
mcp-arxiv
Claim
An MCP server that enables AI assistants to search arXiv papers, retrieve metad…
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| 44340 |
youtube-mcp
Claim
Enables YouTube search, video details, channels, playlists, and comments scrapi…
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| 44341 |
EDCB MCP Server
Claim
Enables LLMs to control EDCB, a broadcast recording software, allowing program …
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| 44342 |
Enables querying and searching Lancaster County, Pennsylvania open geospatial d…
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| 44343 |
mcp-catalogue
Claim
A browse-first MCP middleware that provides an LLM-friendly catalogue for disco…
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| 44344 |
KCSC MCP Server
Claim
Enables AI clients to search and read Korean Construction Standards (KCS/KDS) d…
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| 44345 |
agents-mcp
Claim
Enables running AI agents via OpenAI-compatible APIs with custom system prompts…
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| 44346 |
incident-tool
Claim
Enables AI agents to diagnose Linux server incidents by collecting and structur…
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| 44347 |
oura-mcp
Claim
Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep d…
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| 44348 |
Connects the OpenFEC API to AI assistants for investigating US federal campaign…
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| 44349 |
Jira Daily PM Radar
Claim
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
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| 44350 |
nsforge-mcp
Claim
Enables creation of new mathematical formulas through symbolic derivation, veri…
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