MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 5 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36451 |
toggl-track-mcp-server
Claim
Enables fetching Toggl Track v9 time entries for a single date with timezone aw…
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| 36452 |
hermes-bridge
Claim
Relay MCP server enabling synchronous multi-turn communication between Hermes a…
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| 36453 |
@repomend/mcp
Claim
Security scanning MCP server that connects Claude to RepoMend findings, enablin…
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| 36454 |
YetAnotherUnityMcp
Claim
MCP server that bridges Unity with AI agents, enabling scene inspection, C# cod…
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| 36455 |
cos MCP server
Claim
Enables container orchestration on the local Docker daemon, allowing management…
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| 36456 |
codereview-mcp
Claim
An MCP server that lets AI agents review code using language models, supporting…
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| 36457 |
ADLS2 MCP Server
Claim
Enables interaction with Azure Data Lake Storage Gen2 through the Model Context…
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| 36458 |
smartlead-mcp-server-sse
Claim
An MCP server that enables AI agents to manage Smartlead campaigns, including c…
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| 36459 |
aws-blackbelt-mcp-server
Claim
A Model Context Protocol (MCP) server that enables searching AWS Black Belt Onl…
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| 36460 |
debmatic-mcp
Claim
Control a HomeMatic / debmatic CCU (eq-3 home automation) over its JSON-RPC and…
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| 36461 |
Midnight MCP
Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
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| 36462 |
microsoft-ads-mcp
Claim
MCP server for Microsoft Advertising (Bing Ads) REST API enabling agent-led cam…
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| 36463 |
minimax-image-mcp
Claim
Enables image generation via MiniMax's API through MCP, supporting text-to-imag…
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| 36464 |
MCP server for managing AI prompts with CRUD operations, categorization, and ta…
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| 36465 |
zimage-mcp
Claim
A local MCP server for generating web-dev images using the Z-Image Turbo model …
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| 36466 |
ambient-weather-mcp
Claim
Enables natural language queries about Ambient Weather personal weather station…
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| 36467 |
Matomo MCP Server
Claim
Enables LLMs to directly query a Matomo analytics instance, execute reporting m…
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| 36468 |
neatcode-mcp
Claim
Provides deterministic AST graph queries and rule validation for AI coding agen…
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| 36469 |
Disk Insights MCP
Claim
A read-only MCP server that reports largest files, folder sizes, and disk usage…
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| 36470 |
Exposes the full Campaign Monitor v3.3 API as 117 tools for managing campaigns,…
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| 36471 |
Korean Law MCP Server
Claim
A FastMCP server that enables searching Korean legal documents and retrieving r…
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| 36472 |
together-ai-mcp
Claim
Exposes Together AI's inference endpoints (chat, image generation, vision, embe…
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| 36473 |
spike-mcp
Claim
Connects Claude to Jira and Confluence for researching, designing spike docs wi…
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| 36474 |
mcp-vision
Claim
An MCP server that adds image recognition to AI coding tools, enabling them to …
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| 36475 |
mcp-debugpy
Claim
MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Pro…
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| 36476 |
ComfyMCP Local
Claim
Local-first MCP server for controlling a loopback ComfyUI instance from same-ma…
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| 36477 |
mcp-keap
Claim
An MCP server for interacting with Keap CRM, enabling contact and tag managemen…
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| 36478 |
intelligence-hub
Claim
A Multi-Domain Private Intelligence Hub that routes user queries to the best lo…
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| 36479 |
lso-mcp
Claim
38 AI data tools for Claude and any MCP-compatible agent — crypto, DeFi, equiti…
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| 36480 |
Lanten MCP Server
Claim
Connects AI assistants to the Lanten property management API, allowing them to …
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| 36481 |
bridgemcp-server-weather
Claim
Provides weather data including current conditions, forecasts, and summaries vi…
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| 36482 |
mcp-units
Claim
An MCP server that provides deterministic unit conversions backed by Pint, enab…
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| 36483 |
illustrator-mcp
Claim
Enables AI agents to generate vector graphics in Adobe Illustrator using natura…
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| 36484 |
MCP Test Server
Claim
A Python MCP server with 65 deterministic tools across 8 groups, supporting std…
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| 36485 |
Pinion
Claim
AI-powered characterization test generator that reads Python functions or class…
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| 36486 |
daily-hot-mcp
Claim
MCP server for fetching daily hot lists from 30+ sources with built-in caching …
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| 36487 |
BoardBrief AI
Claim
AI-powered board deck generation and governance reporting for private equity fi…
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| 36488 |
the-mogiyoon-mcp
Claim
Enables controlling a game character, drawing on a canvas, and running chemistr…
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| 36489 |
fetch-log-mcp-server
Claim
An MCP server that fetches remote logs from specified IP addresses via HTTP, wi…
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| 36490 |
MinerU Document Explorer
Claim
Enables AI agents to search, deep-read, and build knowledge bases from Markdown…
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| 36491 |
mcp-win-toast
Claim
Enables AI assistants to send Windows toast notifications and dialog boxes, all…
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| 36492 |
1C MCP Server
Claim
Acts as a bridge between AI agents (Claude, Cursor) and 1C:Enterprise databases…
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| 36493 |
Stealth Browser MCP
Claim
Undetectable browser automation for AI agents that bypasses Cloudflare, antibot…
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| 36494 |
qq-mcp-server
Claim
A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling cl…
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| 36495 |
linkedin-engine
Claim
Enables running the entire LinkedIn sales motion inside Claude Code, including …
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| 36496 |
spacedata
Claim
Aggregated public space data — satellite orbits, catalogs and launches — as a s…
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| 36497 |
S3 Uploader MCP Server
Claim
Enables file uploads to AWS S3 buckets with automatic MIME type detection.
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| 36498 |
mcp-stat-ee
Claim
Access Statistics Estonia (andmed.stat.ee) PxWeb data without API key. Enables …
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| 36499 |
ERP MCP Server
Claim
MCP server for Arbisoft's ERP system, enabling AI assistants to read and write …
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| 36500 |
Enables reading Discord messages and server information using your own account …
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