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MCP Agent Starter Kit (by fub05)

🚀 Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.

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Xfinlab (by lnanology)

Financial intelligence API — SEC filings, insider trades, sentiment, technicals & MCP server for AI agents

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Oxe (by espetro)

Local web-search proxy and cache for AI agents. Exa-compatible HTTP API + MCP, under 30MB RSS.

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A Memory (by Cipher208)

a-memory: 4-tier AI agent memory in plain SQLite — 5 MCP primitives, hybrid FTS5+binary search, knowledge graphs, envelope encryption. Local-only.

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Igaming Ai Cases (by BogdanMLH)

End-to-end AI automation pipelines (n8n, Python, LLMs) demonstrating predictive CRM retention and intelligent support routing for iGaming.

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Successfactors Toolkit (by wudaoyou)

Self-hosted SAP SuccessFactors toolkit with REST and MCP interfaces for API troubleshooting and payload operations.

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Plamotrack (by DeusMaximus)

Self-hosted Gunpla/plamo collection & build tracker — Docker Compose, Kanban build pipeline, and an MCP server so you can manage it via Claude or ChatGPT.

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Applyfy (by t0mer)

Self-hosted LinkedIn job digest: a FastAPI + JobSpy scraper API plus an n8n workflow that emails fresh job listings as an HTML table

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Memory Cloud (by kagura-ai)

Adaptive memory for AI agents & teams — beyond RAG. Self-hosted MCP server that gets smarter every time you search: hybrid search + a neural memory graph that learns. Works with Claude, ChatGPT & any MCP client.

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Meals (by marco308)

A meal options planner with an aisle-sorted shopping list and a first-class AI access layer: REST API, MCP server, and a skill the server publishes itself. No built-in LLM — bring your own.

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Snagr (by oldmoldycake)

Selfhosted price tracker that searches marketplaces. A agent uses a headless browser to find, as well as recheck listings with a fastAPI backend and a live updating react dashboard

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Rag Eval Pipeline (by zenith19)

Retrieval-augmented QA over a PDF corpus, built around a from-scratch recall@k / hit-rate@k / MRR evaluation harness — exposed as MCP tools and orchestrated as a LangGraph agent (Qdrant, FastAPI, AWS S3 + Bedrock).

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Dexio (by dexio-wiki)

One wiki for all your agents. The server behind dexio.wiki: MCP, the web app, history and sharing.

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PaperLab (by khannoussi-malek)

Local-first PDF reader for researchers: notes anchored to the page, AI answers that cite it. Runs offline with Ollama.

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Cauce (by espetro)

Local web-search proxy and cache for AI agents. Exa-compatible HTTP API + MCP, under 30MB RSS.

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Mailbox (by benethos-hub)

Self-hosted REST API and web UI for all your mailboxes (IMAP, Microsoft 365, Outlook.com), with an MCP server so AI assistants like Claude can read, sort, draft and send mail, only within the rights and send limits you grant. Pre-alpha.

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NightingalesHoard (by Luissalet)

Local data workbench a local language model drives over MCP: ingest, versioned cleaning, quality rules, charts, dashboards as code and quick models. Part of the Hoard family.

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LaplacesHoard (by Luissalet)

Exact arithmetic, symbolic math, units, dates, statistics and SQL-over-files for local language models: every computation logged with an id the model cites and a person can re-run. FastAPI + React, MCP tool server included.

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Fraud Email Detection (by halim-abdul)

End-to-end machine learning system for detecting fraudulent and phishing emails, featuring NLP-based classification, FastAPI inference, Streamlit dashboard, MLflow experiment tracking, model evaluation, n8n pipeline and deployment-ready workflows.

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HR Tech (by Shaker-Al-Muzaini)

Php Laravel & Python FastApi & Vue.js & n8n

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Who2be (by luetzey)

Self-hosted hub for AI agent configuration: versioned personas, playbooks and knowledge with a mandatory review step, served to agents over MCP. Agent configuration you review — not behavior you hope for.

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Lense (by adeelahmad)

Lens: intelligence for your agent. Safe, secure and cost-effective. A self-hosted, cited knowledge graph and MCP server for your agents, from a Raspberry Pi to the cloud.

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I3x2ua (by AndreasHeine)

Turn any OPC UA server into an i3X-compliant REST and MCP Enabled API with OpenAPI docs, JSON, and live SSE streams. No OPC UA expertise required.

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Fooddb (by eait-fit)

Self-hosted food nutrition database: USDA, national tables and Open Food Facts merged with per-field provenance and trust resolution. REST, MCP and CLI.

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Taskflow (by NagilaLopes)

🚀 Streamline document processing with TaskFlow, a cost-effective pipeline that boosts accuracy and speed using specialized AI models.

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AI Softwareentwickler Team (by Schengii)

🤖 Multi-agent AI dev team in Python: turns a feature request into a planned, coded and tested project. LLM agents for planning, backend, frontend, QA & security; a verifier runs real tests and loops failures back. FastAPI dashboard, MCP server, pytest, CI.

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Mcp Server (by Aayush9029)

MCP server that sends your AI agents' tasks to iPhone, iPad, and Apple Watch

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Greencode (by zeenat28-ui)

Software Carbon Intensity (ISO/IEC 21031) & Cloud FinOps FOCUS 1.4 platform with AST energy analysis and hardware telemetry

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Fieldwork Agent (by altairos)

AI fieldwork planning assistant for anthropologists & social scientists — guided interviews turn a research idea into a fieldwork plan and Research Proposal draft, powered by FlyAI travel search + Qwen.

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N8n B2b Lead Enrichment Engine (by kritikosgns-web)

Self-hosted Python FastAPI + n8n workflow to filter free emails, live-scrape corporate domains, and AI-score B2B leads with GPT-4o-mini.

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Recon (by zimlama)

Phase 1 ethical hacking reconnaissance. 14 modules, AI-validated, self-hosted, MCP-ready.

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Codebaserules Samples (by rahuldeojoshi)

Free sample Cursor and Claude Code rules for FastAPI, Next.js and Spring Boot, from codebaserules.com

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Web Research Hub Mcp Server (by Paul-Orlando)

A standalone MCP server for the Web Research Hub — exposes web search, URL fetching, safe calculation, and report export as standardized tools over Streamable HTTP. Callable by Claude Desktop, Claude.ai, or any MCP-compatible agent.

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Tiny Kanban V2 (by elthommy)

Tiny dark-themed kanban board: React UI, FastAPI + SQLite backend, and an MCP server so LLMs can read and update your board.

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Agent Ready Rules Lite (by lilaforge)

Free AGENTS.md, CLAUDE.md and Cursor rules for Next.js and FastAPI. Make AI coding agents follow your conventions.

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Ai Job Outreach Platform (by gautax)

Self-hosted, human-in-the-loop AI platform for job discovery, company qualification, contact research, outreach automation, reply monitoring, and follow-ups.

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Industrial Ai Analysis System (by samanyousefi-Projekte)

Industrial AI system combining Streamlit production analytics, local LLM Q&A, FastAPI monitoring, n8n automation, and real Telegram alerts.

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Aktools (by akfamily)

HTTP API and MCP server for AKShare: fetch financial data from any programming language or AI assistant (Claude, Cursor)

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Onet Match (by Benjamin-V-Chan)

Occupation classification and job-title normalization for the O*NET-SOC taxonomy. A fine-tuned retrieve-and-rerank model maps job titles, resumes, postings and skill lists to ranked SOC codes with calibrated confidence. 51% top-1 vs 21% TF-IDF. Python, CLI, REST API, MCP server.