MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64901 |
earth
Claim
MCP server for Mireye Earth — federal-source-cited geospatial data for any MCP-…
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| 64902 |
GoHighLevel MCP Server
Claim
A comprehensive MCP server that connects AI systems to GoHighLevel CRM, providi…
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| 64903 |
Kaggle Dataset Analyst
Claim
Enables exploratory data analysis and machine learning on CSV datasets with too…
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| 64904 |
pptx
Claim
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| 64905 |
reddit-research-mcp
Claim
MCP server for compact Reddit research packs. Enables Reddit data extraction, s…
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| 64906 |
NIUMA Premium MCP
Claim
Wraps NIUMA shop's session-based REST API into a remote MCP service for purchas…
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| 64907 |
python-mcp-server
Claim
A simple note-taking MCP server that allows adding notes and summarizing them v…
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| 64908 |
clermes-mcp
Claim
Exposes a Clermes worker fleet as typed tools over HTTP and stdio, enabling a c…
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| 64909 |
A read-only MCP server that exposes articles and photos from Local News Matters…
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| 64910 |
Accessibility MCP
Claim
Audits web pages for WCAG 2.2 AA accessibility aligned with the GOV.UK standard…
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| 64911 |
swiss-knife
Claim
Provides MCP tools for common developer operations like file outlining, git com…
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| 64912 |
mcp-notes
Claim
Personal knowledge management server with note CRUD, semantic search, git versi…
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| 64913 |
IIIF MCP Server
Claim
MCP server for IIIF integration, enabling image fetching, manifest exploration,…
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| 64914 |
Komodo MCP Server
Claim
A server that provides a comprehensive interface to the Komodo API, enabling ma…
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| 64915 |
arcgis-pro-mcp
Claim
Drives a live ArcGIS Pro session from Claude via arcpy, enabling layer listing,…
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| 64916 |
Linear MCP Server
Claim
Enables AI agents to manage Linear workspace resources such as issues, projects…
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| 64917 |
Qmed-AskCPG
Claim
Enables clinicians and developers to query Malaysian Clinical Practice Guidelin…
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| 64918 |
extra_skills_mcp_tools
Claim
Self-hosted MCP server with 83+ tools for AI workflows. Features 80%+ token red…
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| 64919 |
MCP server for gRPC — service discovery via server reflection, method invocatio…
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| 64920 |
sylex-search
Claim
Search engine for AI agents to discover products, services and businesses acros…
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| 64921 |
Selenium MCP Server
Claim
Provides browser automation using Selenium WebDriver, enabling web navigation, …
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| 64922 |
gobox-mcp
Claim
Enables AI agents and automation tools to interact with the Gobox e-commerce pl…
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| 64923 |
mcp-semclone
Claim
Enables LLMs to perform software composition analysis including license detecti…
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| 64924 |
Skryvo
Claim
Write and schedule social posts in your brand's voice on LinkedIn, X, Bluesky, …
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| 64925 |
Claude-Skills
Claim
338 AI skills across 16 domains. PM is the deepest (66 skills — discovery, exec…
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| 64926 |
A boilerplate MCP server built with Python and FastMCP, ready for deployment on…
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| 64927 |
colacloud-mcp
Claim
Provides access to over 2.5 million US alcohol label records from the TTB via t…
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| 64928 |
brand-gen
Claim
A memory-backed brand generation runtime for agent-led creative iteration. Enab…
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| 64929 |
piu-copy-mcp
Claim
GrowthHackers copywriting prompts (Meta/Google Ads, email, VSL) as MCP tools — …
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| 64930 |
Claude Thread Continuity
Claim
Automatically saves and restores project state when Claude threads hit token li…
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| 64931 |
@byterover/umami-mcp
Claim
A read-only MCP server for Umami analytics, enabling natural language queries o…
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| 64932 |
Skills-MCP-Server
Claim
Index and search reusable skills from local folders. Discover relevant skills w…
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| 64933 |
FC 26 MCP
Claim
Two MCP servers for EA SPORTS FC 26: one parses and edits squad files, another …
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| 64934 |
video-editor-mcp
Claim
An MCP server that provides video editing tools via ffmpeg, enabling tasks like…
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| 64935 |
sora-mcp-server
Claim
Enables AI assistants to generate, manage, and download AI-generated videos usi…
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| 64936 |
codex-antigravity-bridge
Claim
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
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| 64937 |
Blender MCP
Claim
Enables AI assistants to control Blender 3D software through natural language, …
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| 64938 |
@storybloq/lenses
Claim
Enables multi-lens code review by running 8 specialized reviewers in parallel, …
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| 64939 |
garmin-mcp-server
Claim
Connects Claude Desktop to your Garmin Connect running data stored locally in S…
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| 64940 |
kali-mcp
Claim
Enables AI assistants to run Kali Linux security tools in an isolated Docker co…
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| 64941 |
Suprdeck
Claim
Fundraising intelligence MCP server — access investor data, funding rounds, and…
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| 64942 |
Sketch Engine MCP Server
Claim
Connects Claude to Sketch Engine for corpus linguistics and text analysis, enab…
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| 64943 |
DataPacket MCP Server
Claim
An MCP server that provides access to the DataPacket GraphQL API, enabling LLMs…
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| 64944 |
OpenCoffer
Claim
Enables querying personal finance data including accounts, transactions, spendi…
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| 64945 |
DB Insights MCP Server
Claim
Enables AI assistants to query SQL databases safely with read-only access, allo…
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| 64946 |
claude-discord-mcp
Claim
Enables Claude Code to interact with Discord servers, including sending message…
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| 64947 |
Enables natural language control of a Minecraft bot, allowing it to execute tas…
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| 64948 |
siftingio-mcp
Claim
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
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| 64949 |
x-bookmarks-mcp
Claim
Fully local, privacy-first MCP server that turns exported X/Twitter bookmarks i…
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| 64950 |
mcp-dailymed
Claim
Search and retrieve FDA Structured Product Labels from DailyMed via NLM, suppor…
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