F
license-
qualityB
maintenanceEnables secure execution of Python code, SQL queries, and metric fetching through MCP with ephemeral Docker sandboxing.
Last updated
61,039 servers. Last updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
io.github.hifarrer
app.learnwithagents
io.github.groundlogic-ai-source
io.github.medprice-ai
"Assistance with Creating Plotly Graphs Using AI" matching MCP servers:
- FlicenseBqualityDmaintenanceAn MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.Last updated32
- Apache 2.0
- Alicense-qualityDmaintenanceProvides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, directories, and URLs.Last updated1MIT
- Alicense-qualityDmaintenanceEnables external AI assistants to interact with Logseq graphs through 34 specialized tools for managing pages, blocks, journals, and tasks via the local HTTP API.Last updatedMIT
- Flicense-qualityCmaintenanceEnables translation of JSON i18n files to multiple languages using various AI providers (Google Gemini, OpenAI, Ollama/DeepSeek) with intelligent caching and deduplication.Last updated516
- AlicenseAqualityAmaintenanceMulti-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)Last updated2493867MIT
- AlicenseAqualityBmaintenanceAudits AI-bot visibility: robots.txt per-bot for 22 AI user-agents (GPTBot/ClaudeBot/PerplexityBot/etc), Cloudflare flags, JSON-LD, sitemap, llms.txt, SPA shell, plus cross-model brand mentions via Perplexity + OpenRouter. 0-100 score. SSRF-guarded, spend-capped.Last updated41MIT
- AlicenseAqualityAmaintenanceEnables real-time user intervention for MCP agents through a web UI, allowing users to review context and provide feedback when AI agents drift from intent, keeping them on track.Last updated116MIT
- AlicenseAqualityBmaintenanceModel Context Protocol server exposing the SCOUTS-AI web search API as a single web_search tool for AI agents. No API key required.Last updated1MIT
winston-ai-mcpofficial
AlicenseAqualityCmaintenanceMCP server for Winston AI's detection tools, enabling AI content detection, plagiarism checking, image analysis, and text comparison.Last updated4648MIT- AlicenseAqualityBmaintenanceCheck whether a website is visible to AI search engines (ChatGPT, Perplexity, Claude, Google AI Overviews). Returns a 0-100 readiness score, a grade, and a specific fix for each gap. Dependency-free, no API keys.Last updated24MIT
- AlicenseAqualityDmaintenanceMCP server for AI agents providing 300 curated Japanese home & lifestyle products across 31 categories. Features mm-precision dimension search, related-item chains (1 product → 3-5 accessories), shelf+storage coordination, and Rakuten/Amazon affiliate links.Last updated15101MIT
- AlicenseAqualityAmaintenanceProvides intelligent file system operations with advanced features including code analysis and modification across multiple languages, version control (Git/GitHub), file compression, encryption, semantic search, batch operations, and secure shell command execution.Last updated16MIT
- FlicenseAqualityBmaintenanceMCP server integrating Google Search Console, Google Analytics 4, and GitHub, enabling AI clients to query search analytics, traffic data, and repository information.Last updated1
- AlicenseAqualityCmaintenanceProvides persistent session memory for AI assistants, enabling them to store, search, and retrieve conversation summaries across sessions via the Model Context Protocol.Last updated10MIT
- AlicenseAqualityBmaintenanceTurns AI coding agents into visual creative assistants by providing a curated prompt gallery, prompt enhancement, and image/video generation via LemGen, with free inspiration tools and optional token-based generation.Last updated81MIT
- AlicenseAqualityDmaintenanceImplementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.Last updated203988MIT
- AlicenseAqualityDmaintenanceEnables AI models to dynamically create and execute their own custom tools through a meta-function architecture, supporting JavaScript, Python, and Shell runtimes with sandboxed security and human approval flows.Last updated510MIT
easydeploy-ai-mcpofficial
AlicenseAqualityBmaintenanceA Model Context Protocol (MCP) server that exposes the EasyDeploy public REST API as tools for Claude, Cursor, Claude Code, and other MCP clients.Last updated24MIT
