MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 7 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55551 |
robloxstudio-mcp
Claim
Enables AI assistants to explore Roblox Studio game structure, read and edit sc…
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| 55552 |
Sleepwalker
Claim
AI Visibility and Content Intelligence tools for Claude and MCP-compatible agen…
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| 55553 |
JIRA MCP Server
Claim
Enables natural language interaction with JIRA through MCP, providing 35 tools …
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| 55554 |
Enables AI-to-AI consultation for critical thinking and complex reasoning via O…
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| 55555 |
vnprices-mcp
Claim
An MCP server that provides Vietnamese financial market data through Claude Des…
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| 55556 |
Repliers MCP Server
Claim
Provides tools to access the Repliers API for real estate listings, property se…
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| 55557 |
Code-Oracle
Claim
MCP server for automated architectural mapping, security vulnerability detectio…
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| 55558 |
Ghost MCP Server
Claim
Enables interaction with Ghost CMS through the Ghost Admin API via LLM interfac…
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| 55559 |
Enables AI agents to audit email and domain security (SPF, DKIM, DMARC, etc.) f…
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| 55560 |
haus
Claim
OneHaus household tools: tasks, calendar, contacts, pets, vehicles, documents a…
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| 55561 |
TruePath Office
Claim
A local MCP server that lets Claude, Cursor, Codex, or any MCP client work with…
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| 55562 |
yt-mcp
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| 55563 |
my-first-blog
Claim
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| 55564 |
DesktopCommanderPy
Claim
A Python MCP server that provides controlled access to local filesystem, termin…
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| 55565 |
MCP Template
Claim
A boilerplate for building FastMCP servers, providing a basic setup for testing…
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| 55566 |
eventflare-mcp
Claim
Search 8,000+ corporate event venues across 40+ cities. Tools for venue search …
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| 55567 |
codeparse-mcp
Claim
Parses Java and Xtend source code into a graph database and provides MCP tools …
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| 55568 |
TouchBistro MCP Server
Claim
A comprehensive MCP server for TouchBistro restaurant management, offering 190 …
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| 55569 |
fallnet-mcp
Claim
Exposes a sovereign peer-to-peer mesh (WebRTC + BroadcastChannel) to any MCP cl…
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| 55570 |
MCP 3D Printer Server
Claim
Enables users to connect Claude with various 3D printer management systems, all…
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| 55571 |
ASTRA MCP Server
Claim
Exposes a bio-hybrid neuromorphic simulation pipeline (SNN LIF+STDP, consciousn…
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| 55572 |
MediaCrawler MCP Server
Claim
MCP server for crawling social media platforms (e.g., Bilibili) by keywords, vi…
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| 55573 |
Classifies SAP ABAP objects against SAP's official Clean Core release catalog t…
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| 55574 |
unfetch
Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
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| 55575 |
MCP Server Neurolorap
Claim
Provides code collection and project structure reporting tools for code analysi…
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| 55576 |
obsidian-tools
Claim
Enables natural language interaction with Obsidian vaults through an MCP server…
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| 55577 |
content-research-mcp
Claim
Combines Naver DataLab trends, blog/news search, translation, and Unsplash imag…
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| 55578 |
lore-mcp
Claim
Persistent knowledge layer for AI agents. KB, investigation threads, journal wi…
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| 55579 |
nl2sql-mcp
Claim
A production-ready MCP server that transforms natural language into safe, execu…
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| 55580 |
PlugLayer MCP Server
Claim
Enables deploying and managing infrastructure via natural language, including p…
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| 55581 |
Extracts structured incident analysis from raw communication logs, classifying …
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| 55582 |
zvec-mcp-server
Claim
Enables LLMs to interact with Zvec vector database through tools for collection…
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| 55583 |
ableton-and-max-mcp
Claim
Enables Claude AI to control Ableton Live and Max for Live, allowing music prod…
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| 55584 |
Agent Broker
Claim
AI agents find, message & book SMBs; pay per call in USDC on Base via x402. 14 …
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| 55585 |
obsidian-remote-mcp
Claim
Self-hosted MCP server that provides remote AI clients with read and write acce…
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| 55586 |
web-scraper-server
Claim
Provides browser automation and web scraping as MCP tools, enabling autonomous …
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| 55587 |
tractatus_thinking
Claim
An MCP server that breaks down complex concepts into fundamental logical compon…
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| 55588 |
jules-orc
Claim
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| 55589 |
hw3-nanda
Claim
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| 55590 |
@bingeljell/lead-gen-mcp
Claim
Enables AI-assisted B2B lead generation by discovering, extracting, scoring, an…
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| 55591 |
claude-async
Claim
A fire-and-poll MCP server that lets Claude Code run long background jobs witho…
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| 55592 |
Cabal-Hunter
Claim
On-chain Solana token safety for trading agents — traces coordinated wallet fun…
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| 55593 |
Typefully MCP Server
Claim
Typefully MCP Server
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| 55594 |
molsen.ca MCP
Claim
Enables LLMs to access Mike Olsen's essays on AI governance, professional accou…
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| 55595 |
api-vision-mcp
Claim
Enables image recognition using vision models via OpenAI-compatible APIs, suppo…
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| 55596 |
calibre-mcp
Claim
Enables read-only search, browsing, and metadata retrieval from a local Calibre…
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| 55597 |
am-memory
Claim
Persistent memory for Claude Code — a self-evolving knowledge layer that surviv…
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| 55598 |
conformite-ia-mcp
Claim
Provides an AI agent with regulatory compliance tools for the French/European m…
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| 55599 |
ai-ready-ds-auditor
Claim
Enables AI IDEs to query Figma design tokens, component specs, and audit issues…
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| 55600 |
DataClaw MCP Server
Claim
AI-first CSV analysis tool that enables AI agents to analyze, query, and audit …
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