MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35701 |
ModelRadar MCP
Claim
An MCP server that turns the ModelRadar catalog into a model router between Ope…
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| 35702 |
VERDICT
Claim
Enables autonomous DFIR investigation by turning the SIFT toolchain into eviden…
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| 35703 |
Poke Voice MCP Server
Claim
Enables Poke to trigger outbound AI phone calls through Vapi telephony, using a…
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| 35704 |
mcp-server-python
Claim
A minimal MCP server template for Python with Streamable HTTP transport, bearer…
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| 35705 |
mcp_zoomeye
Claim
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| 35706 |
vapi-mcp-server
Claim
Enables AI agents to manage Vapi Voice AI platform resources such as assistants…
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| 35707 |
bouldinsai
Claim
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| 35708 |
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
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| 35709 |
MistMind MCP Server
Claim
Enables LLMs to interact with the Juniper Mist API via a dynamic index and sand…
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| 35710 |
gwen-digestor
Claim
Model Context Protocol server for conversation compression that reduces token c…
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| 35711 |
Lore
Claim
An MCP server that captures and retrieves team decisions and facts from Slack w…
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| 35712 |
mcp-materials
Claim
Provides computed (DFT) materials structures and thermodynamic properties throu…
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| 35713 |
Easy MCP RAG
Claim
An MCP server for RAG using Qdrant that automatically indexes documents from di…
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| 35714 |
subradar
Claim
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| 35715 |
django-drf-mcp
Claim
Automatically exposes Django REST Framework endpoints as MCP tools with zero co…
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| 35716 |
m-dev-tools-mcp
Claim
MCP server that exposes tools to route natural language queries to typed IDs, d…
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| 35717 |
Mevzuat MCP
Claim
mevzuat.gov.tr (T.C. Mevzuat Bilgi Sistemi) için MCP sunucusu. Kanun, KHK, Cumh…
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| 35718 |
MCP server providing personalized greetings with AI-powered tools using Spring …
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| 35719 |
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| 35720 |
nutstore-mcp
Claim
MCP server for Nutstore cloud storage, enabling AI assistants to manage files v…
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| 35721 |
MCP Google Tools Server
Claim
A full-featured Model Context Protocol server that gives AI assistants real-tim…
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| 35722 |
filezop
Claim
Exposes file system operations to AI clients via MCP, enabling secure read, wri…
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| 35723 |
Gemini Design MCP Server
Claim
Generates frontend UI code from text descriptions, screenshots, or iterative re…
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| 35724 |
Enables AI assistants to search, explore, and query Calgary's open data portal …
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| 35725 |
SEO/AEO Audit MCP
Claim
Generates a comprehensive 5-section PDF audit for any website covering SEO, AEO…
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| 35726 |
mcp-server
Claim
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| 35727 |
StickyInc
Claim
Captures commitments from LLM conversations into a persistent local task list s…
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| 35728 |
software3
Claim
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| 35729 |
Eight Sleep MCP
Claim
Unofficial MCP server for Eight Sleep, reverse-engineered from observed mobile …
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| 35730 |
Spotify MCP Server
Claim
Dual-mode tool server for controlling Spotify through terminal or AI assistants…
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| 35731 |
soldefi-mcp
Claim
Paid access to Solana DeFi risk intelligence — rug/honeypot scans, liquidity-po…
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| 35732 |
LM Studio MCP Server
Claim
Enables AI assistants to manage LM Studio models, including listing, loading, a…
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| 35733 |
Open & Async
Claim
Draft decision docs, turn meetings into async artifacts, and triage sync vs asy…
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| 35734 |
Velociraptor MCP Server
Claim
Enables AI agents to interface with Velociraptor for digital forensics and inci…
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| 35735 |
x402tools
Claim
9 pay-per-call utility tools (QR, screenshot, DNS, OCR, PDF, etc) paid in USDC …
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| 35736 |
A remote MCP server that enables searching for news articles on specific topics…
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| 35737 |
modelroute
Claim
Enables AI agents to scan code for TODO, FIXME, XXX issues via MCP, providing p…
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| 35738 |
mcp-proofjson
Claim
A local MCP server that integrates ProofJSON to assess invoices before payment,…
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| 35739 |
Trello MCP Server
Claim
Enables interaction with Trello boards, lists, and cards. Supports creating, up…
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| 35740 |
github-mcp
Claim
Local MCP server for safe GitHub developer workflows. Enables pulling main, cre…
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| 35741 |
GoHighLevel MCP Server
Claim
Connects AI assistants to GoHighLevel CRM via MCP, enabling full sub-account au…
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| 35742 |
web-search-mcp
Claim
Enables real-time web search via DeepSeek's search-enhanced dialogue, providing…
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| 35743 |
Scribe
Claim
Enables AI assistants to securely manage Google Calendar events using natural l…
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| 35744 |
OnionClaw
Claim
OnionClaw™ — OpenClaw skill for full Tor dark web access: search .onion sites, …
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| 35745 |
visio-mcp
Claim
Drives Microsoft Visio desktop via COM automation to create, style, and layout …
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| 35746 |
Python_Scripts_MCP
Claim
MCP server that exposes local Python scripts as tools for AI clients (e.g. Clau…
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| 35747 |
mcp-search-kivest
Claim
Provides AI-powered search, web search, image search, video search, news search…
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| 35748 |
sci-bot-mcp
Claim
AI-powered research assistant MCP server for searching academic papers and answ…
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| 35749 |
upsprint-mcp
Claim
Enables AI models to interact with the Upsprints API for managing users, compan…
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| 35750 |
onec-odata-mcp
Claim
Bridges AI agents to 1C:Enterprise via OData, enabling natural language queries…
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