mcp — independent software & tools
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claude-compaction-viewer
View and analyze Claude Code conversation history and compaction events with a TUI and CLI tool for clear session insights.
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twining-mcp
Agent coordination MCP server — shared blackboard, decision tracking, and context assembly
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dbtrail
Time-travel for your MySQL. DB Trail remembers every row change: searchable, reversible, yours. The wrong UPDATE becomes a two-minute fix.
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ax-studio
Local-first AI workspace for macOS and Windows with cloud providers, local inference, MCP tools, memory, and artifacts
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ChainWeaver
Deterministic MCP tool flows for AI agents. Remove unnecessary LLM calls between predictable tool steps.
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SiteAgent
SiteAgent for Aura — WordPress remote management agent with safe updates, health checks, rollback, MCP tools, and Aura dashboard integration. https://my-aura.app
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google-ads-mcp
Manage Google Ads accounts via MCP. Execute GAQL reads and secure two-phase mutations with full v24 API coverage for reliable ad campaign control.
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Local-LLM
🛠️ Enable offline NLP workflows with Local-LLM, a lightweight Python library for secure environments using the BERT model, ensuring reproducibility and reliability.
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glubean
Workflow verification platform — write API tests in TypeScript, run locally or in CI, let AI agents write and repair them
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HyperFocus
🧠 Track your deep work and analyze interruptions to boost productivity with HyperFocus, a full-stack analytics platform for remote workers and students.
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dbt-core-mcp
🤖 Enhance your dbt experience with the dbt-core-mcp server, your reliable partner for smooth development in Python and data transformation tasks.
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jak-swarm
Public-beta AI workflow operator for founder-led teams: plan tasks, route specialist agents, request approvals, and record audit evidence.
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axon
Self-hosted web crawling and RAG pipeline with MCP tooling for scrape, crawl, ingest, embed, query, and ask workflows.
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mfa-servicenow-mcp
A lean, developer-focused MCP for ServiceNow — explore flows, portals, and tables from your LLM.
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polymarket-mcp-server
🤖 Power your trading on Polymarket with an AI-driven platform that offers real-time monitoring and advanced tools for effective market analysis.
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blueprint-mcp
📊 Generate diagrams for codebases and system architecture with Blueprint MCP, integrating easily with Arcade tools like HubSpot and Google Drive.
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kdcube-ai-app
Ship customer-facing AI with isolation, spend controls, and provenance.
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Push
Run your repo from a chat — the git tool that feels like your AI app. Collapses GitHub, terminal, CI, code, and AI into one conversation. Mobile-first, self-hosted, provider-flexible.
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run402
MCP server for Run402 — AI-native Postgres + REST + auth + storage + static sites. Pay with x402 USDC on Base. No signups.
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ai-video-search
🧐 Discover key moments in videos with natural language queries using AI, all running locally in your browser for fast and private searches.
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plotnine-mcp
🎨 Discover a Model Context Protocol server that enables AI-driven data visualization with plotnine, merging ggplot2’s power with natural language interaction.
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dotrepo
Trust-aware metadata protocol for software repositories, with a Rust toolchain, MCP server, and public index.
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cloud-ai-security-skills
Cloud and AI security automation skills: OCSF-shaped evidence, detection engineering, audit, compliance, MCP workflows, and HITL-controlled operations.
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claude-code-openai-wrapper
🚀 Use the Claude Code OpenAI wrapper to seamlessly integrate Claude Code with any OpenAI client library for enhanced performance and features.
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taskflow
🚀 Streamline document processing with TaskFlow, a cost-effective pipeline that boosts accuracy and speed using specialized AI models.
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kannaka-memory
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ukrainian-stats-mcp-server
🇺🇦 Access Ukrainian government statistics effortlessly through a Model Context Protocol server, offering fast and flexible data integration for AI models.
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platform-skills
A platform engineering handbook covering Kubernetes, OpenShift, Argo CD, Flux CD, AWS, Azure, Terraform, and GitHub Actions — with an optional Claude plugin layer for interactive guidance.
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mcp-arr
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pattern8
Enforce zero-trust rules for AI agents to prevent hallucinations, unsafe actions, and policy bypasses
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opendigitalproductfactory
This is the official open digital product factory
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propagate-id-entra
This example shows how to propagate a user's Entra ID identity end-to-end — from the browser, through an AI Foundry agent with MCP tools, through API Management, all the way to the backend API. No service accounts in the data path.
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salesforce-meta-tool-identity-propagation
Salesforce Meta Tool (MCP Server) with end-to-end identity propagation via On-Behalf-Of (JWT Bearer) flow through Azure AI Foundry and APIM
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snow-meta-tool
ServiceNow Meta Tool (MCP Server) exposing ServiceNow as 3 generic tools (discover, query, write) with per-user identity propagation via Azure APIM JWT Bearer OBO flow
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Paylink
🌐 Simplify payment processing with PayLink, a unified API for multi-provider checkouts, ensuring reliable transactions and seamless integration.
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mcp-ollama-python
Ollama MCP Server, let's you chat with your local LLM running on your local OLLAMA server.
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teak
Your personal knowledge hub for collecting, remembering, and rediscovering ideas - one-click saves with real-time sync across web, desktop, mobile, browser, and Raycast.
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claude-code-terminal-pro
Enhance Claude Code terminal with a Gruvbox Dark status line that shows model info and real-time context usage for better workflow insights.
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precis-mcp
MCP server giving LLM agents a seven-verb API over papers, documents, code, state, patents, and cached web/Wolfram/YouTube tool calls
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MCP-rag-with-Chromadb
🗂️ Build a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.
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claude-rlm
🧠 Enable Claude to handle long inputs using Recursive Language Models that recursively analyze data beyond standard context limits.
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Project_Synapse
🧠 Build a cutting-edge AI agent with Project Synapse that enables strategic thought and multi-turn collaborative dialogue for innovation and discovery.
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Mini-Agent
🧠 Build intelligent agents with Mini Agent, a streamlined demo project leveraging MiniMax M2 for advanced reasoning and robust contextual management.
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conductor
A Rust terminal UI for AI-assisted development: manage multiple git worktrees, run Claude Code sessions in embedded PTYs, and review diffs with structured inline comments — all from one TUI.
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renfe_mcp_server
🚄 Query Renfe train schedules with ease using an MCP server that integrates GTFS data and supports real-time pricing and flexible date formats.
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smartEMS-MultiAgent-Demo
⚡ Simulate and visualize energy management with a multi-agent AI framework for real-time insights and efficient resource utilization.
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Claude-cod-top-2026
Still trusting results that AI generated, tested, and declared successful by itself? This Claude Code methodology adds evidence markers, audit gates, anti-hallucination rules, and Validation Theater detection to keep AI-assisted development verifiable.
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promptbook-mcp
🤖 Store, search, and organize your AI prompts easily with RAG-powered semantic search in this plug-and-play server for developers.
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claude-context-local
🗂️ Manage and utilize local context for Claude, enhancing applications with tailored insights and improving user experience seamlessly.
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daisyui-mcp
🌼 Build a token-friendly local MCP server for DaisyUI docs, ensuring efficient access to 60+ customizable components for your AI projects.
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ai-thought-visual
🎨 Transform language, voice, and images into structured AI concepts, visualized through generative art and reimagined as poetic expressions.
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mcp-encrypted-sqlite
🔒 Access and manage encrypted SQLite databases effortlessly with this MCP server, designed for seamless integration with SQLCipher and various clients.
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mcpfs
Mount MCP servers as filesystems to access reads via standard file commands and perform writes through a CLI tool.
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uspto_fpd_mcp
🚀 Improve patent analysis with a high-performance MCP server for USPTO Final Petition Decisions, featuring context reduction and customizable fields.
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Obsidian-Catalyst-2026
⭐️ Obsidian Catalyst 2026 | Obsidian Catalyst Key | Obsidian Catalyst Full Unlocked Version 2026 | Obsidian Catalyst Download ⭐️
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vault-sync
AI Employee - Platinum Tier | A Digital FTE that manages business operations 24/7 | Email, Social Media, Invoicing, WhatsApp - all automated with human-in-the-loop approval
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blender-mcp
🛠️ Connect Blender to Claude AI for seamless 3D modeling and scene manipulation using the Model Context Protocol for enhanced creative workflows.
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iosm-cli
Provide a terminal-based AI tool to perform controlled, measurable engineering tasks directly on real codebases.
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scrivener-mcp
The definitive MCP server for Scrivener. Connect your novels, screenplays, and manuscripts to Claude, ChatGPT, and other AI assistants. 60+ tools for document management, writing analysis, content enhancement, semantic search, and character/plot tracking.
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itglue-mcp
MCP server for IT Glue — documentation, passwords, configurations, and flexible asset tools for AI assistants