MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| 45001 |
asdasdasdasdasdds
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| 45002 |
hive-mcp-imprimatur
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Pre-attestation gate for AI inference that checks compliance conditions and iss…
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| 45003 |
ABACUS MCP Server
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Enables first-principles calculations (SCF, structure optimization, molecular d…
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| 45004 |
mcp-crew
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Agent Personas for Claude. 10 tools, 8 personas, 3 workflows. Zero API cost.
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| 45005 |
DERO MCP Server
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Read-only DERO blockchain MCP: 33 tools (12 composites) incl. TELA discovery + …
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| 45006 |
claude-real-video
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Let any LLM actually watch a video: scene-aware keyframes plus a timestamped tr…
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| 45007 |
atlassian-mcp
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Enables interaction with Atlassian Confluence through MCP, allowing retrieval o…
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| 45008 |
qutebrowser-mcp
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MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
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| 45009 |
mcp-md-pdf
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Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
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| 45010 |
career-scout-mcp
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A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
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| 45011 |
squire
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Remote runtimes for validation and offload jobs.
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| 45012 |
zyta-sign-mcp
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Enables AI agents to manage Zyta Sign documents, signatures, and studies with s…
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| 45013 |
Celigo
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Manage your Celigo integrator.io account: integrations, flows, connections, err…
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| 45014 |
FlexFS MCP
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Provides secure file system, web fetching, and Google Cloud Storage access for …
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| 45015 |
alephant-mcp
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Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
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| 45016 |
Custom Blinds Shop
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South Africa's first AI-transactable blinds, shutters and awnings catalogue wit…
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| 45017 |
Czechia payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
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| 45018 |
stathead-mcp
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Fantasy football analytics: stats, dynasty, projections, prospects, Sleeper lea…
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| 45019 |
ssh-mcp-server
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Enables SSH command execution, file uploads/downloads, and multi-server managem…
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| 45020 |
GHL MCP Server
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Enables Claude to manage GoHighLevel CRM contacts, pipelines, and workflows thr…
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| 45021 |
MEMO MCP Server
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Local-first semantic memory with MLX embeddings, hybrid search, knowledge graph…
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| 45022 |
MCP Prow Server
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Enables users to interact with Prow CI/CD systems, retrieving build logs and di…
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| 45023 |
Famulor
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AI voice agents: assistants, calls, campaigns, leads, knowledge bases, WhatsApp…
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| 45024 |
calculator-2mcp
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| 45025 |
MaiAgent MCP Server 3.0
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An intelligent AI assistant routing and management platform that integrates 107…
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| 45026 |
DICOMweb MCP Server
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MCP server exposing a DICOMweb DICOM archive to AI assistants via QIDO-RS and W…
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| 45027 |
video-vision-mcp
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Analyze any video (local file or URL) into frames + transcript for Claude Code
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| 45028 |
Provides a standardized interface for interacting with Falai's tools and servic…
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| 45029 |
LLM Memory MCP Server
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Enables AI assistants across platforms to share memory, recall facts, preferenc…
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| 45030 |
Gdelt
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GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)
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| 45031 |
fb-ads-automation
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Enables full read/write management of Facebook ad campaigns, ad sets, ads, and …
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| 45032 |
Salesforce Copilot MCP
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Enables Microsoft 365 Copilot to interact with Salesforce through REST APIs, su…
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| 45033 |
MaestroMCP
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Enables AI assistants to control MIDI devices and synthesizers through WebMidi.…
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| 45034 |
FEDLIN Scanners
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Exposes FEDLIN's public security scanners as agent-callable tools over Streamab…
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| 45035 |
skill-depot
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Enables AI agents to semantically search and retrieve relevant skills from a lo…
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| 45036 |
ResourceSpace MCP Server
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Provides comprehensive access to the ResourceSpace Digital Asset Management API…
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| 45037 |
book-teardown-mcp
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Enables deep structural analysis of ebooks by extracting core conflicts, insigh…
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| 45038 |
easy-jupyter-editor-mcp
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Enables AI agents to safely and structurally edit Jupyter Notebook (.ipynb) fil…
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| 45039 |
Mavis MCP Server
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Exposes the Mavis multi-agent system as an MCP server, enabling Claude Code and…
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| 45040 |
mdfmcp
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MCP server for analyzing ASAM MDF measurement data files, enabling AI assistant…
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| 45041 |
Trestle
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Detects leaked secrets (API keys, tokens, private keys) in source code.
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| 45042 |
MCP Basic Create Tool
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A minimal MCP server using FastMCP to demonstrate tool creation, including a ge…
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| 45043 |
Astro Charts
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Generate astrology charts from a date, time, and location. Explore planetary po…
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| 45044 |
Formula 1 MCP Server
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Provides easy access to Formula 1 data including championship standings, event …
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| 45045 |
mcp-gera-voice
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GeraVoice MCP (placeholder) — voice-native gateway for emerging markets. Launch…
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| 45046 |
ac-infinity-mcp
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Monitor and automate AC Infinity grow controllers through natural conversation …
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| 45047 |
claude-mcp-bridge
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MCP server that lets any agent or MCP host delegate tasks to Claude Code runnin…
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| 45048 |
agent-payment-mcp
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Secure MCP router providing access to AgentPMT's pay-per-use AI tools marketpla…
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| 45049 |
prometheus-mcp-server
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Provides tools to search, query, and visualize Prometheus metrics, returning re…
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| 45050 |
opencode-browser-control
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A Playwright-powered MCP server for browser automation using ARIA snapshots and…
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