mcp — independent software & tools
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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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h1-brain
Connect your AI assistant to HackerOne by syncing bounty data and enabling detailed search and analysis with MCP-compatible tools.
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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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gossipcat-ai
Multi-agent code review mesh — orchestrates AI agents from multiple providers to review code in parallel, cross-review each other's findings, and build accuracy profiles over time. Agents that catch real bugs get picked more often. Agents that hallucinate get deprioritized. MCP server for Claude Code, Cursor, and other IDEs.
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anythingllm-mcp
Manage and operate AnythingLLM workspaces, chats, documents, and vectors with a fast, Python-based MCP server.
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MCPScan
Scan and identify security issues in MCP servers to help strengthen defenses against potential attacks on AI agent connections.
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karellen-rr-mcp
Provide an MCP server to enable reverse debugging with rr, improving control and insight during program execution analysis.
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contextmemory
Track and save AI coding context across sessions and team members to maintain intent history and reduce repeated explanations.
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skills
Enable AI agents to automate document signing and contract workflows using reusable skills integrated with the eSign platform API.
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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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email-design-mcp
Generate responsive, professional email templates using AI with brand memory, expert design, live preview, and easy editing in MCP-compatible clients.
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claude-code-hooks-mastery
🔧 Master Claude Code hooks to control behavior and enhance agent orchestration with sub-agents and validation systems for effective coding solutions.
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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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Blender_mcp
Control and automate Blender 3D scenes using AI agents via MCP with scalable toolsets, multilingual support, and robust execution.
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OpenScrape
Scrape web content using Puppeteer with an interactive CLI to extract titles, descriptions, links, headings, paragraphs, and full text efficiently.
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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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claude-tts
Convert Claude Code responses to speech using various TTS providers with local fallback for seamless audio output across platforms.
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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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awesome-mcp-collection
The most comprehensive, curated collection of MCP servers with ready-to-use configurations
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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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kansei-mcp-server
Local-first MCP navigator for AI agents. 11,000+ SaaS services, 200 workflow recipes, 89-97% token savings. Works with Claude Code, Cursor, Cline, Zed, Windsurf.
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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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markdown-editor-mcp-server
📝 Enhance your Markdown workflow with this MCP server, designed for structured editing and full compliance with MCP 2025 standards.
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kdcube-ai-app
Ship customer-facing AI with isolation, spend controls, and provenance.
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auxilia
A lightweight web MCP client designed to host your MCP-powered AI assistants. auxilia is designed to only support remote MCP servers.
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AIDomesticCoreAIJ
🛠️ Build a robust AI Kernel for stable, auditable, and sovereign AI systems, ensuring secure execution and compliance across various domains.
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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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agent-skills
Enhance AI coding agents with structured workflows and best practices for building reliable web applications through production-grade engineering skills.
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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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agentup
Enhance your AI coding assistant by injecting curated design patterns, best practices, and architecture guidance for production-ready code.
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smartchannels
Deliver a secure, multi-channel AI assistant platform with persistent memory and local-first intelligence for seamless messaging integration.
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quasar-docs-mcp-server
📚 Access Quasar Framework documentation seamlessly with this MCP server, featuring full-text search, component details, and smart caching for efficiency.
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claude-app-server
Provide a JSON-RPC 2.0 server that enables Claude Code access via stdio or WebSocket without requiring an API key or extra authentication.
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m1nd
The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.
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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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agentchattr
Facilitate real-time chat and task coordination between AI coding agents and humans using a local server with multi-agent support.
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t2000
Agentic finance infrastructure.
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wechat-db-decrypt-macos
Decrypt WeChat databases on macOS by extracting encryption keys to access and export chat records with support for searching and AI query integration.
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MarketMind-AI
Track crypto markets and automate financial data research using AI-driven agents for signal collection and market monitoring.
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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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sixtyfour-skill
Enable AI agents to access live web data for in-depth people and company research, lead enrichment, contact discovery, and automated workflows.
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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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agentlys
Lightweight AI agent library. Turn Python functions/classes into AI tools instantly. No verbose configs or complex abstractions.
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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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claude-trinity
Implement a three-layer memory system for Claude Code to enhance AI retrieval, organization, and querying with automatic and on-demand layers.
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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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mcp2cli
Turn MCP servers, OpenAPI specs, or GraphQL endpoints into efficient CLIs at runtime with zero code generation and minimal token use.
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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.