MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31951 |
snapforge-mcp
Claim
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
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| 31952 |
Carbono
Claim
Enables AI to generate images by describing them with HTML using Tailwind CSS a…
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| 31953 |
skills-mcp
Claim
A self-hostable, open-source, semantically-searchable Agent Skills registry del…
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| 31954 |
AuditShield
Claim
A three-layer MCP server that filters false positives from static analysis tool…
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| 31955 |
fccdb
Claim
Explore FCC ULS licenses, ASR antenna structures, and microwave path elevation …
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| 31956 |
Memento
Claim
Memento is a local-first, open-source MCP middleware that gives AI agents persi…
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| 31957 |
watchcheck
Claim
Enables AI assistants to read live macOS processes and identify monitoring soft…
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| 31958 |
doc-mcp
Claim
Enables semantic search and AI-powered Q&A over ingested GitHub documentation r…
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| 31959 |
PostgreSQL MCP Server
Claim
Enables AI assistants to interact with PostgreSQL databases through MCP, suppor…
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| 31960 |
MCP server that integrates with Microsoft Dynamics 365 Business Central, enabli…
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| 31961 |
mixi-mcp
Claim
Enables conducting spatial preference interviews for the MIXI lighting brand vi…
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| 31962 |
Cerebro MCP
Claim
Enables non-coders to build software by describing ideas in natural language, o…
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| 31963 |
Realtime Sales Dashboard
Claim
Streams simulated sales data via WebSocket and renders live KPIs, state ranking…
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| 31964 |
google-slides-mcp
Claim
Enables creating, reading, and modifying Google Slides presentations programmat…
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| 31965 |
constraints-registry-mcp
Claim
A single, queryable source of engineering constraints that coding agents consul…
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| 31966 |
Remote HTTP/SSE MCP server for web search with full page content extraction, se…
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| 31967 |
MWID MCP Server
Claim
Model Context Protocol (MCP) server for the MetaWealth Asset Launch Dashboard. …
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| 31968 |
Enables creating and managing automated workflows with triggers, actions, webho…
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| 31969 |
rundeck-mcp-server
Claim
MCP server enabling AI assistants to manage Rundeck projects, jobs, and executi…
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| 31970 |
Slite MCP Server
Claim
A Model Context Protocol server for Slite, enabling AI assistants to interact w…
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| 31971 |
nooon
Claim
A lightweight, read-only MCP server for Notion that enables searching, reading …
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| 31972 |
freeagent-mcp-server
Claim
MCP server that provides 76 tools for the FreeAgent accounting API, enabling ma…
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| 31973 |
Agora
Claim
A plugin-based MCP coordination server for AI agents, providing chat channels, …
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| 31974 |
bakom-mcp
Claim
MCP server for Swiss BAKOM open data, enabling natural-language queries about b…
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| 31975 |
tinytask
Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
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| 31976 |
dependency-health
Claim
An MCP server that performs comprehensive health checks on project dependencies…
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| 31977 |
templui-mcp-server
Claim
Enables AI assistants to access TemplUI components for building Go applications…
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| 31978 |
postman-mcp-server
Claim
Enables AI assistants to create, manage, and interact with Postman collections,…
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| 31979 |
llm-cost-guard
Claim
MCP server for tracking LLM costs, setting spending limits, and receiving budge…
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| 31980 |
Integrates a bio-hybrid neuromorphic simulation pipeline with SNN, consciousnes…
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| 31981 |
AI Engineer MCP
Claim
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
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| 31982 |
notebooklm-codex
Claim
Enables Codex to interact with Google NotebookLM, allowing it to list notebooks…
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| 31983 |
baritone-docs-mcp
Claim
Provides fuzzy search, read, and refresh capabilities for Baritone documentatio…
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| 31984 |
mcp-local-image-reader
Claim
A simple MCP server that reads local images and returns them as ImageContent fo…
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| 31985 |
mcp-datetime
Claim
Provides current date and time in various formats including standard, Japanese,…
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| 31986 |
jita-mcp
Claim
Remote MCP server for EVE Online that validates ship fittings with actual stats…
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| 31987 |
android-adb-mcp
Claim
MCP server for Android device management via ADB, enabling inspection and confi…
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| 31988 |
ebenova-insights
Claim
Reddit and Nairaland keyword monitoring with AI reply drafts.
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| 31989 |
jgrants-mcp-server
Claim
MCP server for Japan's Jグランツ grant application system, enabling LLMs to search …
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| 31990 |
A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry…
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| 31991 |
agent-mem0
Claim
Provides persistent cross-session memory for Claude Code, enabling it to rememb…
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| 31992 |
heraldic-blazonry-mcp
Claim
Translates heraldic blazon descriptions into structured visual parameters for i…
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| 31993 |
tgfmcp
Claim
MCP server that enables Telegram bot interaction via Telegraf, providing tools …
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| 31994 |
lark-chat-mcp
Claim
Enables remote chat between Feishu (Lark) and AI agents like Cursor/Claude via …
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| 31995 |
YTDL RMCP
Claim
yt-dlp search, download, metadata, delivery, and Plex workflows over MCP and CL…
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| 31996 |
Converts messy HTML into clean semantic markdown with integer IDs, enabling LLM…
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| 31997 |
Yandex Wordstat MCP
Claim
Enables querying Yandex Wordstat search statistics, including frequency, relate…
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| 31998 |
sensitive-lexicon-mcp
Claim
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
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| 31999 |
FitNotes MCP Server
Claim
Enables analysis of FitNotes workout data through an LLM, providing insights on…
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| 32000 |
The Stall
Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
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