MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63801 |
mcp-yt-dlp
Claim
MCP server wrapping yt-dlp for downloading videos and audio from URLs, providin…
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| 63802 |
FHIR MCP Server
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Enables interaction with FHIR APIs, specifically for Oracle Millennium Platform…
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| 63803 |
selfhosted-sentry-mcp
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MCP server for self-hosted Sentry instances, providing tools to query and triag…
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| 63804 |
archival-imagery-mcp
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An MCP server for browsing and downloading open-licensed imagery from major mus…
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| 63805 |
Supervisord MCP
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Enables AI agents to manage Supervisord processes (start, stop, restart, view l…
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| 63806 |
agentpay-gateway-mcp
Claim
Centralized API gateway routing to MCP servers with per-call billing
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| 63807 |
mcp-stdio-guard
Claim
Catch stdout pollution and handshake failures in MCP stdio servers before clien…
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| 63808 |
my-test
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| 63809 |
w2w-mcp
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MCP server integrating with When2Work scheduling API, enabling AI assistants to…
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| 63810 |
CCGO Imager MCP
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Enables Codex and Claude to generate or edit images using natural language via …
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| 63811 |
MealOS
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Enables users to plan meals and place orders across Swiggy Food, Instamart, and…
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| 63812 |
NEAT MCP Server
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Provides AI agents with a live architecture model of a codebase, enabling queri…
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| 63813 |
Connxio MCP Server
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Provides tools for managing Connxio integrations, code components, environment …
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| 63814 |
Performance Engineer MCP
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Analyzes websites like a senior performance engineer and produces prioritized C…
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| 63815 |
S3 MCP Server
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This server enables interaction with Amazon S3 buckets for listing and retrievi…
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| 63816 |
pathmark
Claim
Local-first memory for MCP clients. It provides shared durable memory without r…
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| 63817 |
Enables AI assistants to audit websites for AI-readiness, generate AI-optimized…
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| 63818 |
RecourseOS
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MCP server that evaluates Terraform plans, shell commands, and tool calls to as…
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| 63819 |
rss-digest-mcp
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A stateless RSS competitive-intelligence MCP server that fetches and filters RS…
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| 63820 |
TFS MCP Server
Claim
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
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| 63821 |
quads-mcp
Claim
MCP server for interacting with QUADS infrastructure systems via API, enabling …
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| 63822 |
pkg-peep
Claim
Enables querying NPM package download statistics, metadata, and dependency info…
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| 63823 |
Brain Execution Server
Claim
A queue-based execution server that monitors a command queue and executes shell…
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| 63824 |
bag-health-mcp
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MCP server for the Swiss Federal Office of Public Health Infectious Disease Das…
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| 63825 |
MCP-Data-Analysis-Server
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Provides comprehensive data analysis utilities including statistical functions,…
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| 63826 |
classifinder-mcp
Claim
Scans text for leaked secrets and credentials, and redacts them before sending …
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| 63827 |
Twitch-Streamer-Server
Claim
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
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| 63828 |
graphql2mcp
Claim
Convert GraphQL schemas and endpoints into Model Context Protocol (MCP) servers.
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| 63829 |
web-browser-mcp
Claim
Enables AI agents to perform query-driven web searches and fetch page content v…
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| 63830 |
engram
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An MCP server that stores atomic facts extracted from text, links them to entit…
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| 63831 |
asdfas123
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| 63832 |
mcp-obsidian-ek
Claim
MCP server providing tools to interact with Obsidian via the Local REST API com…
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| 63833 |
Express ERP MCP Server
Claim
Enables AI agents to verify orders in an ERP system through Supabase API, check…
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| 63834 |
mini_whisper_mcp
Claim
This MCP server enables audio transcription using OpenAI Whisper, supporting va…
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| 63835 |
askgrokmcp
Claim
Brings xAI's Grok API into Claude Code as native tools, enabling chat, image ge…
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| 63836 |
Argo CD MCP Server
Claim
Enables AI assistants to interact with Argo CD applications, managing clusters,…
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| 63837 |
microsoft-ads-mcp
Claim
MCP server for Microsoft Advertising (Bing Ads) REST API enabling agent-led cam…
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| 63838 |
github-mcp-server
Claim
Enables management of GitHub issues, milestones, projects, and labels for a sin…
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| 63839 |
invgate-service-desk-mcp
Claim
MCP server for InvGate Service Desk: 96 tools across 11 domains (incidents, use…
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| 63840 |
MCP Ollama
Claim
Integrates Ollama's local AI models with MCP clients, enabling listing models, …
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| 63841 |
Mnemosyne MCP
Claim
An active, stateful software knowledge graph engine that serves as an 'all-know…
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| 63842 |
Enables LLMs to query the RCE Cultural Heritage SPARQL endpoint using ontology …
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| 63843 |
iroha for Notion
Claim
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
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| 63844 |
feedback-mcp
Claim
MCP server for Open Feedback, enabling AI assistants to submit, list, get, upda…
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| 63845 |
LinkedIn Jobs MCP Server
Claim
Self-hosted MCP server that scrapes LinkedIn jobs using your authenticated sess…
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| 63846 |
mcp-server-ai-bot
Claim
An MCP server integrating Google Gemini LLM for intelligent customer service, p…
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| 63847 |
ComplyOS
Claim
AI-native compliance auditing engine for enterprise LMS, enabling querying comp…
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| 63848 |
A generative AI agent that searches song lyrics across the web and returns resu…
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| 63849 |
oblio-mcp
Claim
Unofficial MCP server for Oblio.eu accounting software enabling natural languag…
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| 63850 |
ssh-shell-mcp
Claim
AI-native SSH orchestration server enabling Claude or any MCP agent to execute …
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