MCP Server Quality Scores
Independent quality analysis of 64153 public MCP servers
Last updated 1 hour, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62701 |
oscilloscope-mcp
Claim
MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to …
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| 62702 |
dmc-mcp-server
Claim
An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances…
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| 62703 |
Markets in Crypto-Assets (MiCA) Regulation (EU) 2023/1114 compliance for EU cry…
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| 62704 |
Memory for AI agents that can't hallucinate — cited or abstains, provable forge…
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| 62705 |
RunPod
Claim
Manage your RunPod cloud resources directly through an MCP-compatible client. C…
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| 62706 |
Uyuni MCP Server
Claim
Bridges LLMs with Uyuni infrastructure management, enabling natural language sy…
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| 62707 |
MCP on Azure
Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
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| 62708 |
mcp-typebot
Claim
Enables natural language management of Typebot bots: create, update, publish, l…
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| 62709 |
arxiv-personalized
Claim
Transforms Chinese queries into ranked arXiv paper recommendations, with transl…
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| 62710 |
Broken Link Checker
Claim
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
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| 62711 |
MCP server for the negotiate.v1 protocol, enabling Claude to discover stores, l…
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| 62712 |
MCP server for Jira and Confluence integration with 32 tools for managing ticke…
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| 62713 |
WHOOP MCP
Claim
Gives LLM agents read-only access to your WHOOP data — recovery, sleep, strain,…
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| 62714 |
ask-user-mcp
Claim
MCP server that enables Claude to pause and ask clarifying questions via Emacs.
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| 62715 |
mcp-roo-memory
Claim
Persistent fractal graph memory for AI coding agents via MCP. Semantic vector s…
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| 62716 |
This MCP server demonstrates end-to-end Auth0 authentication, validating JWT to…
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| 62717 |
reaper-mcp
Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
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| 62718 |
mcp-phish
Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
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| 62719 |
cursor-mcp-server
Claim
An MCP server wrapping the Cursor CLI agent, enabling Claude Code and other MCP…
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| 62720 |
mdbook-mcp-server
Claim
Enables MCP clients to access and read mdbook documentation, including structur…
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| 62721 |
Motion MCP Server
Claim
Bridges Motion's API with LLMs like Claude and ChatGPT via the Model Context Pr…
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| 62722 |
rawthink
Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
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| 62723 |
zeppelin-mcp
Claim
MCP server that provides AI assistants direct access to the Apache Zeppelin RES…
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| 62724 |
Hosted, pay-per-call MCP server for Cook County / Chicago property records — pa…
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| 62725 |
TokenLens MCP
Claim
Analyze AI conversations to estimate token costs, detect waste, and generate op…
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| 62726 |
mcp-lab-agent
Claim
Autonomous QA testing MCP server that analyzes, fixes, and learns from test fai…
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| 62727 |
mem-agent-mcp
Claim
MCP server for the driaforall/mem-agent model that enables interaction with an …
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| 62728 |
Rift Links
Claim
Rift is the agentic deep linking platform, one URL works two ways: humans get r…
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| 62729 |
directus-safe-mcp
Claim
A schema-aware, dry-run/verify-guarded MCP sidecar that wraps the Directus REST…
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| 62730 |
simplybook-mcp
Claim
Enables natural language interaction with SimplyBook.me API to manage bookings,…
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| 62731 |
Playwright MCP
Claim
Enables browser automation and web interaction through structured accessibility…
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| 62732 |
Brazilian investment-fund analytics for AI clients via the Model Context Protoc…
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| 62733 |
Harness Engineering MCP
Claim
Enables AI coding environments to enforce engineering governance through MCP to…
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| 62734 |
ArchHub MCP
Claim
Enables natural language access to 11 Korean building data tools including buil…
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| 62735 |
CBS Open Data MCP Server
Claim
A Model Context Protocol server for the CBS Open Data OData API, enabling AI as…
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| 62736 |
namecheap-webui-mcp
Claim
Manages Namecheap domains and account settings through the web dashboard withou…
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| 62737 |
An intelligent bridge between Claude and LinkedIn. This MCP server empowers Cla…
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| 62738 |
mcp-celestrak
Claim
Provides satellite orbital elements (TLE / GP data) for any tracked object via …
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| 62739 |
tdl-mcp
Claim
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| 62740 |
A comprehensive MCP server that provides system troubleshooting and diagnostic …
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| 62741 |
mcp-carbon-intensity
Claim
Enables users to query the UK National Grid's carbon intensity data, providing …
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| 62742 |
yt-dlp-mcp-server
Claim
Enables AI agents to inspect, plan, download, and postprocess media from YouTub…
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| 62743 |
Samantha
Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
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| 62744 |
CodeAgent MCP
Claim
An autonomous code-reasoning agent that parses repositories using tree-sitter, …
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| 62745 |
mcp-prayer-times
Claim
Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion u…
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| 62746 |
JobLens MCP
Claim
Provides job search, local resume parsing, and resume-to-job matching via offic…
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| 62747 |
Holiday Forever
Claim
Interactive photo gallery widget for a single Airbnb listing with price, rating…
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| 62748 |
vibie-mcp
Claim
Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…
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| 62749 |
AI Producer Hub
Claim
Integrates AI-powered music generation with professional production tools, enab…
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| 62750 |
eq-reference-mcp
Claim
MCP server for searching, browsing, solving, and interpolating engineering equa…
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