mcp — independent software & tools
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smolanalytics
open-source web + product analytics in one Go binary. ask your data in plain english, answers provably match the dashboard (a CI test enforces it). your coding agent instruments your app over MCP. self-host free.
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claude-code-reverse-engineering
Explore reverse engineering specs for Claude Code CLI, with implementation-ready design docs from source map analysis of the npm package
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exomem
Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Office docs, images, audio — from any MCP client. Hybrid retrieval over a typed, governed corpus, sub-second at 50k notes; your files stay plain markdown.
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claudinho
⚽ 2026 World Cup live scores in your terminal — MCP server, CLI & statusline for Claude Code and Cursor. No API keys. Not affiliated with FIFA or Anthropic.
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FixMap
Local-first repo maps for coding agents—ranked files, test routes, risks, CLI/MCP/GitHub Action, and public GitHub URLs.
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Actionables
Local execution coordination for OpenAI Codex. Turn technical findings into scoped, evidence-backed tasks with MCP integration and validation.
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ashlr-hub
Local-first command center for agentic engineers — the CLI + Raycast hub and front door to the Ashlr dev-tool ecosystem.
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attestral
Open-source security scanner for MCP servers and AI agents: finds prompt injection, tool poisoning, and excessive agency, and models the cloud your agents can reach. pip install attestral.
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verimem
Verified memory for AI agents: gated writes, provenance on every read, bi-temporal history, abstention instead of hallucination. AGPL/commercial.
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space-invaders-tui
STARFALL — a roguelite shmup in your terminal. Fly, shoot, and pick one of three random perks on every level-up. Play it over SSH, via npx, or let an LLM play through MCP.
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icode-skill
A 6-step coding workflow for Claude Code — Plan → Review → Finalize → Code → Deep Check → Audit. Run all at once or step-by-step, switch models between steps. Claude Code 六步编码工作流：计划 → 审查 → 定稿 → 编码 → 复检 → 终审，一步到位或分步执行，步骤间可切换模型。
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3ngram
Persistent, typed memory for AI agents — open-source MCP server, REST API, SDK, CLI, worker, and self-host backend.
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epicurus
Self-hosted, modular, local-first personal-assistant platform — an AI agent plus pluggable integration modules.
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codex-dsh-subagent
Run ordinary DeepSeek Harness sessions as Codex-delegated agents over MCP
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akashic-aurora
Memory for AI agents that learns what actually helped: lessons injected at the moment of action, credited by outcome, challenged by counter-evidence. Local-first, multi-agent, test-gated.
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VecMem
Manage LLM agent memory with a resource-aware dual-tier system that uses HNSW indexing to balance short-term context and long-term knowledge retention.
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seiche
Open-source US dollar funding-stress terminal using public Federal Reserve, repo, Treasury, positioning, and market data.
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ExternalBrain
Self-improving, self-hosted memory across every AI coding tool, project, and team (Claude Code, Cursor, Copilot, any MCP client). Autoskill proposes new skills from your sessions, so each project improves automatically. Inspectable, grounded, and yours. Built for teams and enterprise. Open source, MIT.
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eco-mesh-sdk
Mica Plugin 2026: Route AI Inference Through Green Energy MVM Nodes to Cut Token Costs by 60%
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agent-skills
Agent Skills — skill collection for AI agents (Sisyphus, opencode): github-repo-hygiene, test-graphics, reddit-karma, presentation-maker, docs-system. Autonomous instructions with skill.json manifests, CI validation, full documentation.
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todox
Working memory for developers and their agents — an agent-first task log with decisions, dead ends and handoffs, reachable over MCP
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daedalus
Daedalus is a standalone terminal-based AI coding assistant that runs on your machine. It connects to local LLM servers (LM Studio, Ollama, llama.cpp, vLLM) or remote providers (OpenAI, Groq, OpenRouter, Anthropic), routes requests intelligently, and gives your AI agent access to your file system, terminal, git, web search, and codebase indexing
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bike4mind
The open-core AI workbench — notebooks, agents, RAG, voice, and images across any model: OpenAI, Anthropic, Google, xAI, or local via Ollama/vLLM. BSL 1.1, auto-converting to Apache-2.0 on a two-year clock. Your AI keeps running when theirs doesn't.
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ada
From-zero terminal coding agent: a key-holding OpenAI-compatible routing backend + a thin client with ~285 skills, MCP connectors, and ask/plan/auto modes. No build step.
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plugins
Coding-agent plugins and skills for Boardwalk
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trusty-tools
Unified Rust workspace for the trusty-* AI developer-tooling ecosystem: hybrid code search, memory palace, code analysis, PR review, and the MPM multi-agent platform — MCP servers, daemons & CLIs.
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trusty-tools
Unified Rust workspace for the trusty-* AI developer-tooling ecosystem: hybrid code search, memory palace, code analysis, PR review, and the MPM multi-agent platform — MCP servers, daemons & CLIs.
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gnosis
Gnosis is a Greek noun meaning "knowledge" or "awareness"
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uploads
Lightweight upload gateway for agents to add screenshots and recordings to pull requests and issues. Cloud and self-host options.
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busabase
⚡ The approval-first, open-source database & knowledge base for AI agents — review & approve every change before it's trusted. Local-first, self-hostable Airtable/Notion alternative.
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n8n-decanter
The toolkit for building code-heavy n8n workflows — agent-first, MCP-native.
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omadia
Self-hostable agentic OS. Build, run & audit multi-agent AI teams from signed plugins. Bring your own LLM key, own all your data, EU/GDPR-ready.
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NexusLink
Unreal Engine MCP plugin — expose editor, assets, blueprints, and PIE to AI clients via Streamable HTTP & WebSocket (works with Rider/VS Code proxies).
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korgi-vision-oss
Open-source, self-hosted platform for distributed image analysis using local Vision LLMs (Moondream 2 / Qwen 2.5). Built with Rust, Axum, and Vue 3.
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calnode
Lean, self-hostable Calendly alternative — a single Go binary + SQLite, API-first and MCP-native. Apache-2.0.
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dotflowy
(alpha - all features free during alpha. Generous free tier coming) Dotflowy is an open-source outline editor. Created in the likeness of Workflowy but with the plugin extensibility of Obsidian. MCP compatible.
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mcpbridge
Self-hosted MCP gateway that turns any REST, GraphQL, or MCP server into secure, governed AI tools — OpenAPI auto-discovery, per-tool guardrails, RBAC, circuit breaking, and a real admin UI.
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uxp-plugin-knowledge-graph
Adobe UXP Plugin AI Assistant 2026 🤖 | Dev Tools & Spectrum WC Guide
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alloy
Multi-provider coding agent harness built on Pi.
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kalshi-mcp-server
Self-hosted MCP server for Kalshi prediction markets. Native RSA-PSS auth, token-bucket rate limiting, demo/prod safety controls. Designed to be forked and deployed.
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agentic-ai-homelab
How I work with agentic AI: personal patterns, homelab infra (vLLM, Ollama, Grafana Alloy, LibreChat), project scaffolding. Not best practices - what I run.
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forge-harness
Forge your Claude Code projects — pass them through, they come out faster.
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dsh-harness-mcp-server
Expose DeepSeek Harness agent capabilities as an MCP server (brain=Hermes, arms=Harness)
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honeyrail
Open-source runtime for long-horizon, verifiable engineering work.
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titen
Self-hosted Threads management platform — schedule, analyze, monitor
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mootx01-ce
MOOTx01 Community Edition
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shipyard
Shipyard 🚢 — Cross-platform Docker container management platform. Python FastAPI backend + Flutter frontend for Android, iOS, macOS, Web & OpenHarmony. Manage multiple Docker hosts, monitor CPU/GPU resources in real time, control containers & Compose projects, built-in MCP server.
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coinrithm-agent-trading
Let any AI agent (Claude, ChatGPT/Codex, Gemini) paper-trade on CoinRithm with a key you mint and control. Hosted MCP, local MCP, OpenAPI, skill + prompts.
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Synaptic
Auditable code intelligence for AI agents - map dependencies, predict change impact, select the right tests, and verify refactors before they ship.
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almanac
A fitness tracker you talk to instead of tapping through forms
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tickward
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docplane
A control plane for docs: pages live in PostgreSQL, published through an API — MkDocs site, version history, and MCP tools for AI agents included.
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rag-rat
Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impact-surface preflight, git + GitHub papertrail, and a source-anchored memory graph.
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runar-forge
Persistent, semantically-searchable memory and a symbol-level code graph for AI coding agents. One static Rust binary — SQLite or PostgreSQL, MCP-compatible.
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crumbtrail-cli
Crumbtrail SDKs and CLI — bug-context capture for coding agents. Source for the crumbtrail, crumbtrail-core, crumbtrail-node, crumbtrail-react, crumbtrail-react-native and crumbtrail-tauri npm packages.
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Recover
Self-hosted training & recovery companion — readiness scoring, AI coach, and an MCP bridge to Claude
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omind
OMI/Obsidian memory tooling (Open Knowledge Format) for AI agents: reproduce the integration on any machine, plus a local web app to view, edit, and add memory entries.
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cyborg
Open-source collaborative AI agent platform. Humans and AI agents on different machines work together in shared workspaces — agents run locally on your own daemon, self-hosted, no cloud execution of your code.
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druks
Autonomous software delivery on your own Claude/Codex subscriptions — durable runs, human gates, sandboxed agents. Druks is the self-hosted home for durable agent apps.
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fireflyiii-mcp
Connect any MCP client to Firefly III — 140 tools via stdio (PAT) or HTTP (OAuth