MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 2 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36301 |
@theyahia/tgstat-mcp
Claim
MCP server for TGStat API that provides analytics for Telegram channels, includ…
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| 36302 |
Meal Planner MCP
Claim
Plans a week of meals from a local recipe library, optimizing for shared ingred…
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| 36303 |
epiphany
Claim
One private, local memory your AI tools share. Cross-model, on-device, never lo…
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| 36304 |
Enable AI assistants to manage broadcast messaging, email campaigns, and contac…
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| 36305 |
Hunch
Claim
Calibrated judgments for text: yes/no probabilities, picks from your options, o…
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| 36306 |
bash-mcp
Claim
Enables executing shell commands without permission prompts, including running …
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| 36307 |
mcp-rule-engine
Claim
Captures code modifications via AST analysis, generates reusable rules, and inj…
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| 36308 |
Zentao Bug MCP
Claim
MCP server for Zentao that reads bugs, extracts reproduction steps, and allows …
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| 36309 |
SD-WAN MCP Server
Claim
Enables monitoring and management of SD-WAN devices through REST API endpoints,…
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| 36310 |
Save, search, and compile valuable knowledge from your Claude conversations.
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| 36311 |
CustomGPT MCP Server
Claim
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
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| 36312 |
jenkins-mcp
Claim
Enables interaction with multiple Jenkins instances from a single MCP server, u…
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| 36313 |
xhs-mcp
Claim
A MCP server for Xiaohongshu that enables account login, copywriting generation…
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| 36314 |
smithery-ai-mcpv2
Claim
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| 36315 |
Exposes DeerFlow's multi-agent capabilities (deep research, data analysis, char…
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| 36316 |
Purple AI MCP Server
Claim
Enables MCP clients to interact with SentinelOne's cybersecurity platform for s…
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| 36317 |
claude-context-server
Claim
An MCP server that reads all your Claude Code project memory files and exposes …
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| 36318 |
GetABrain
Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
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| 36319 |
Enables deployment of MCP servers on Cloudflare Workers without authentication …
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| 36320 |
familiar-mcp
Claim
MCP server that drives the user's real signed-in Chrome on macOS via AppleScrip…
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| 36321 |
sigmap MCP over HTTP
Claim
Exposes the sigmap MCP server (code analysis tools) over Streamable HTTP via su…
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| 36322 |
Angular MCP Toolkit
Claim
Provides 11 powerful tools for Angular development with enterprise-grade templa…
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| 36323 |
soapstone
Claim
Context-anchored gotcha notes for LLM agents that surface warnings at the point…
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| 36324 |
omnicall-mcp
Claim
Keyless, pay-per-call AI gateway: 248 LLMs plus image/video/voice/music generat…
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| 36325 |
Sandbox Agent
Claim
Enables code execution in isolated Docker containers with persistent IPython, N…
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| 36326 |
Roblox Studio MCP Server
Claim
Bridges AI assistants to Roblox Studio with 51 tools for exploring, editing, an…
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| 36327 |
A sample MCP server for testing
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| 36328 |
google-analytics-mcp
Claim
Connects to Google Analytics 4 to run reports, manage configurations, and retri…
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| 36329 |
Search coding challenge solutions by keyword and optionally filter by programmi…
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| 36330 |
homotope
Claim
Vectorize images to SVG, PDF, EPS or DXF, and check a DXF before cutting.
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| 36331 |
gimp-mcp
Claim
Bridges GIMP image editing with AI assistants via the Model Context Protocol, e…
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| 36332 |
edge-tts
Claim
Convert text into natural-sounding speech for fast audio creation. Orchestrate …
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| 36333 |
Where's My DB?
Claim
A Claude skill + MCP server that tells you how Deutsche Bahn delays will affect…
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| 36334 |
JsHookMcp
Claim
The js hook toolkit that all you need
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| 36335 |
stackexchange-mcp-server
Claim
Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQ…
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| 36336 |
Tattoo Feed
Claim
An MCP server that lets an LLM client browse and curate posts from a hand-picke…
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| 36337 |
Zotero MCP Server
Claim
Gives Claude full read/write access to your Zotero reference library, enabling …
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| 36338 |
Azure DevOps MCP Server
Claim
Enables AI assistants to interact with Azure DevOps APIs for managing projects,…
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| 36339 |
OpenAI Image Generator
Claim
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 36340 |
state-blueprint-mcp
Claim
Enables automation and external tool interaction with a digital business proces…
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| 36341 |
hyperframesrender-mcp
Claim
A paid remote MCP for HyperFrames, built to return verdicts, receipts, usage lo…
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| 36342 |
line-oa-mcp-ultimate
Claim
Operate your LINE Official Account from any AI agent through natural language.
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| 36343 |
Google Trends MCP Server
Claim
Enables AI assistants to access Google Trends data for comparing keywords, disc…
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| 36344 |
odin-print-farm-mcp
Claim
Enables AI agents to operate a 3D print farm via O.D.I.N. backend, including jo…
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| 36345 |
simple-mcp
Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
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| 36346 |
OnionClaw
Claim
OnionClaw™ — OpenClaw skill for full Tor dark web access: search .onion sites, …
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| 36347 |
Kubernetes MCP Server
Claim
An MCP server for generating Kubernetes manifests (deployments, services, confi…
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| 36348 |
antigravity-terminal-mcp
Claim
Windows-focused MCP server for terminal automation with persistent PowerShell s…
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| 36349 |
danish-law-mcp
Claim
Query Danish laws and regulations, EU cross-references, case law, and preparato…
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| 36350 |
An MCP server that brokers discovery and interaction with AAuth resources, prov…
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