MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 3 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58551 |
huetension mcp
Claim
Extract palettes from images, generate harmonies, gradients, random palettes; C…
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| 58552 |
hugo-llms-mcp
Claim
A generic MCP (Model Context Protocol) server for any Hugo blog, deployed on Cl…
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| 58553 |
NetBox MCP Server
Claim
MCP server for interacting with NetBox API, enabling users to query and manage …
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| 58554 |
lineworks-mcp
Claim
MCP server for LINE WORKS that enables accessing user profiles, calendars, task…
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| 58555 |
GotFreeFax
Claim
Send free or paid faxes to US/Canada from Claude, ChatGPT, and other AI agents.
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| 58556 |
gong-mcp
Claim
MCP server for interacting with Gong's sales engagement platform, enabling acce…
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| 58557 |
DepGuard
Claim
DepGuard is an MCP server for real-time dependency safety checks, verifying pac…
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| 58558 |
mcp-multi-note
Claim
An MCP server that enables AI agents to search, read, and create notes across s…
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| 58559 |
devenv-cache
Claim
Provides a local SQLite cache of package documentation and APIs, enabling AI co…
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| 58560 |
Rust Coder
Claim
Enables AI agents to generate, compile, and fix Rust projects from natural lang…
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| 58561 |
Faultline
Claim
Check infrastructure health, manage incidents, and run runbooks in Faultline.
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| 58562 |
Entity Enricher
Claim
Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model be…
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| 58563 |
Claude Flow MCP
Claim
Integrates with Claude Code to execute AI-powered code analysis and workflow au…
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| 58564 |
Construction MCP Server
Claim
Ultra-lightweight MCP server for construction calculations and material estimat…
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| 58565 |
Flask Video Feedback
Claim
Video feedback for AI agents via Flask (flask.do). Agents upload renders for hu…
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| 58566 |
Jira CLI MCP
Claim
A Model Context Protocol (MCP) server that wraps the Jira CLI tool, exposing Ji…
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| 58567 |
Enables building, running unit tests, and instrumented tests for Android projec…
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| 58568 |
A secure PostgreSQL MCP server with built-in SSH tunneling that enables AI assi…
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| 58569 |
ob-smart-connections-mcp
Claim
Enables AI agents to find semantic connections and perform text searches in Obs…
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| 58570 |
academic-workflow-mcp
Claim
Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enab…
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| 58571 |
EVE-MCP Server
Claim
Bridges AI assistants with EVE-NG network simulation labs, enabling autonomous …
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| 58572 |
mcp-xray-cloud
Claim
An MCP server that connects AI assistants to Xray Cloud for Jira test managemen…
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| 58573 |
contract-guard-mcp
Claim
EVM contract/token risk check + ERC20 approval (proxy, EIP-7702, unlimited-allo…
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| 58574 |
mcp-enuygun-fs
Claim
Enables searching for places and tourist activities using Foursquare and Amadeu…
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| 58575 |
An MCP server providing AI-powered access to Open Data from the City of Zurich,…
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| 58576 |
peer-relay
Claim
A message relay MCP server enabling two separate Claude Code instances to excha…
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| 58577 |
pci-dss-mcp
Claim
pci-dss-mcp MCP server by MEOK AI Labs
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| 58578 |
soulcraft-mcp
Claim
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
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| 58579 |
sbs_mcp_1010
Claim
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| 58580 |
OwlOCR MCP
Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
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| 58581 |
anchain-data-mcp
Claim
Enables AI assistants to access AnChain.AI blockchain intelligence APIs for ris…
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| 58582 |
pymupdf4llm-mcp
Claim
MCP server for exporting PDF to markdown, optimized for LLM consumption.
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| 58583 |
AI HomeDesign MCP
Claim
MCP server to virtually stage, redesign, enhance and declutter real-estate phot…
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| 58584 |
imaginode
Claim
Generate AI images and videos (Flux, Nano Banana, Kling, Veo, 48+ models), refu…
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| 58585 |
MCP server that lets AI coding tools control and observe a running Node.js proc…
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| 58586 |
The public record of local government: what your officials actually say and do,…
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| 58587 |
arc-story-queue
Claim
MCP server that queues stories and feeds them to live Claude Code sessions, del…
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| 58588 |
Babson Engage MCP Server
Claim
MCP server that gives AI agents access to Babson's campus events and student or…
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| 58589 |
Windbg-MCP
Claim
Enables AI-driven WinDbg kernel debugging via the Model Context Protocol, allow…
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| 58590 |
n8n-mcphj
Claim
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| 58591 |
MCP Brain Service
Claim
Enables character management and semantic search for the Auto-Movie application…
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| 58592 |
VoiceLayer
Claim
VoiceLayer MCP server enables AI coding assistants to speak and hear via local,…
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| 58593 |
@jungho-dev/fs-mcp
Claim
Provides batch file operations, search, and essential git workflows via stdio M…
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| 58594 |
Uproad
Claim
Share prototypes as private links clients open without an account, attach specs…
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| 58595 |
scout
Claim
MCP server that fetches web pages, extracts clean markdown (reducing token coun…
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| 58596 |
whoop-mcp-server
Claim
WHOOP recovery, sleep, strain, and workouts with server-side analysis: trends, …
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| 58597 |
tiny-go-mcp-server
Claim
Minimal Go wrapper on the official [modelcontextprotocol/go-sdk](https://github…
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| 58598 |
mcp-server
Claim
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| 58599 |
proposalcraft
Claim
MCP server that drafts client proposals in your own voice. Save 2-3 of your win…
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| 58600 |
ROAST MCP App
Claim
Enables authenticated ROAST users to view their dashboard, profiles, photoshoot…
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