mcp — independent software & tools
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tiro
The open-source reading OS that keeps everything you read as markdown files on your machine — with a frontier-model research assistant, and your own agents, on top.
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Inferpal
Visual Studio 2022/2026 + VS Code extension: a local AI coding agent for Ollama, LM Studio or any OpenAI-compatible server. Agentic loop with 26 built-in tools — files, builds & tests, hybrid semantic code search, Git, web — inline ghost-text completions, MCP client & RAG, model bench & router. 100% local, no API key, no telemetry.
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agent-config
Universal AI Agent OS — audited skills, governance rules, replayable state. One contract, every host agent.
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everyapi-ai
EveryAPI CLI: Claude Code / Codex / Gemini CLI integration + MCP server
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Chaty
Private, on-device AI desktop app — GGUF (llama.cpp) & MLX models, a local coding agent, RAG knowledge base, Deep Research, vision and voice. 100% offline, no account, no telemetry. Windows & macOS.
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rustjunosmcp
MCP server for Juniper Junos devices, built on rustEZ.
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atlas-context-router-rs
Graph-aware code context for CLI and MCP workflows
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glass
MCP server: build → see → interact → debug loop over native GUI apps
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superseo-skills
Automate SEO audits, briefs, and content strategy using eleven production-tested Claude skills that perform independent research without external data input.
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pixiv-cli
Pixiv, in your terminal — a CLI, MCP server, and Go SDK for discovery, accounts, creators, collections, and downloads.
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fgentic
Sovereign AI-agent collaboration platform: humans and agents in Matrix rooms, A2A delegation, open standards, Kubernetes-native GitOps.
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mwe-mcp
Persistent, structured memory for AI agents — a human-readable Markdown wiki, multi-user with per-fragment ACL, self-organizing overnight. Agent-agnostic via MCP. Self-hosted, AGPL.
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DalamudAgentBridge
Authenticated local bridge and MCP tooling for safe agent-assisted Dalamud plugin development.
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aspicio
DXF and vector-PDF viewer for the web and AI agents — TypeScript parse→tessellate→render engine with a WebGL viewer, React/Vue/Svelte/web-component bindings, HTTP API, MCP server, and an in-chat viewer for ChatGPT & Claude (MCP Apps)
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agent-claim-network
面向终端的通用 AI 助手，让 Agent 之间共享可检索、可追溯且允许分歧的知识。让下一次判断，带着来源出发。
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mem
A portable, self-hosted memory plane for AI agents — one core across API, MCP, CLI, and UI.
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kimi-K2.6
Build full-stack applications with an autonomous IDE using an agent swarm architecture powered by the Kimi 2.6 model.
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terminal-mcp
An MCP server that gives LLMs a real interactive PTY with observability and seamless human takeover.
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claude-code-sourcemap-learning-notebook
Reverse-engineer Claude Code sourcemaps to study its architecture, design choices, and reusable AI agent patterns
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spectre-graph
Spectre AI 2026: Next-Gen OSINT Engine & Autonomous Graph Disambiguation Toolkit
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SheshAOS
Governance-first, event-sourced AI operating environment for Ubuntu Linux — Rust workspace, 12 crates, 981 tests, provider-agnostic LLM streaming.
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gaia-skill-tree
Gaia is a living, open registry of every AI agent skill in existence — structured as a leveling skill graph. Basic skills combine into Extras, Extra Skills evolve into Ultimates. Fork it, extend it, PR a fusion. The complete skill frontier of AI agents, mapped and growing.
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SharpBridge
MCP debug server for .NET — launch, attach, set breakpoints, inspect variables, and step through code from AI agents
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gecko-surf
The knowledge graph for APIs your agent can trust. Maps any API — even messy, paywalled, or on-chain ones — into a verified graph your agent traverses instead of guessing, and simulates any action to a receipt before money moves.
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geml
One format, two readers. People and AI agents now co-write the same document. Legible for people; addressable, verifiable, and versioned for machines. GEML is plain text — organized by one typed block for everything, remembered by a .gemlhistory sidecar.
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agent-rules-kit
Diagnose AI agent instruction files like AGENTS.md, CLAUDE.md, and Cursor rules using this local read-only Python CLI.
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sidekick
Self-hosted, extensible AI agent platform with governed MCP tools, persistent project memory, durable workflows, capability packs, autonomous execution, and distributed local-model compute.
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unity-biome-mcp
MCP server for Unity Editor — 142 tools for scene, assets, animation, VFX, playtest & more
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unity-kiss-mcp
MCP server for controlling Unity Editor from Claude Code. TCP bridge, 98 tools, plugin system, token-optimized, in-editor chat.
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allan-mcp-memory-code
Store persistent knowledge graphs for AI coding assistants using a local Docker setup with hybrid search and entity extraction.
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agentflare
Run AI coding agents efficiently, and coordinate more than one of them. Zero fluff, zero runtime deps.
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libero
The open-source AI teammate for Slack. Self-hosted, credential-isolated, every tool call audited.
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getxapi-mcp
Official GetXAPI MCP server. Use the Twitter/X API (search, users, tweets, posting, DMs, articles) inside Claude, Cursor and any MCP client.
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x402-farm
10 pay-per-call APIs for AI agents — x402 protocol, USDC on Base. Web extraction, screenshots, French company data, DNS… MCP server included.
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gissen
The headless visual editor for Vue 3. Agent-native, self-hostable, MIT.
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immich-curator-mcp
Best Immich Photo Manager Alternative 2026 - AI Search & Geographic Albums
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gitcad
Agent-first, headless, git-native CAD
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pi-shazam
A native codebase awareness extension for the Pi coding agent — 7 structural analysis tools (overview, lookup, impact, verify, changes, format, rename) powered by tree-sitter & LSP. Also available as MCP server for any AI agent.
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clawseccheck
🦞 Free, local, read-only security self-audit for your own OpenClaw AI-agent setup. Scores it A–F, surfaces the urgent holes, emits copy-paste fixes. Zero deps, no network, no API key — your data never leaves your machine.
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glyph
Glyph is a workbench for composing the forms intelligence takes today — and discovering the language it will speak tomorrow.
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gnt
Checks every AI agent action against your company's real rules before it runs. Git-native, PR-reviewed.
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core-agent
Reusable Go base agent on the Google ADK — multi-provider (Gemini, Vertex, Claude on Anthropic + Vertex), MCP-native, with AGENTS.md, skills, and permissions wired up.
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shotik
Beautiful open-source screenshot tool for Windows with a built-in MCP server - let Claude see your screen
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gw1-mcp
GW1 build compiler MCP server: skill data, template code encode/decode, validation, hero roster. Read-only.
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skill-manager
Zero-dependency CLI to scan, recommend, deduplicate, audit, and visualize Claude Code / Codex skills and MCP servers.
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mellos-mapping
A live layered dependency map for bottom-up development — MCP server + terminal pane for Claude Code, Codex CLI and any MCP client. Ghost the design first, light nodes up as they are built and verified.
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llm-task-tree
Local-first visual task graph that keeps humans and AI agents aligned on goals, progress, reasoning, and the next action.
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acikpoz
Turkish public construction unit-price (birim fiyat) catalog parser — PDFs into structured pozes. Deterministic, no ML, honest, MCP-native.
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claude-skills-doctor
A doctor for your Claude Code agent skills — find the SKILL.md files Claude silently can't see (over the discovery-char budget), plus naming, routing & hygiene issues. Whole-system, deterministic, no model calls. Command: skilldoctor.
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ai-site-forge
Ultimate AI Static Site Generator 2026 – Free No-Lock-in Build Tool for Claude & Cursor
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Wakeflow
Dual-host Wakeflow plugins for Codex and Claude Code: controller state roots, task packages, direct-thread/session delivery, evidence review, and local-first runtime.
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awesome-ai-handbook
Learn the full stack skills required to transition from a software developer to an AI engineer.
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roboclaw-reports
AI Robotics Demos 2026 - VLM Policies, MCP Skills & HTML Reports
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ai-engineering-production
AI Engineering Roadmap 2026 🚀 | Build & Deploy AI Apps from Scratch
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Cheers
A Slack-style hub for humans and AI agents — real-time channels, external agent bots, file-aware chat, and channel memory. Open-source & self-hostable & MacOS & IOS.
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indexa
The local context engine for AI. Summarizes every file, rolls folders up into whole-project context, and serves any AI tool (Claude Code, Cursor, local models) a ranked slice over CLI, web & MCP. Local-first, Apache-2.0.
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index
Map one unfamiliar repo into a self-contained, verified wiki, or a whole workspace into a two-layer atlas of repos, docs, and dependency graphs. Built from file:line evidence, not guesses. Offline, deterministic, zero runtime dependencies, with a native MCP bridge.
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bde-score
🏆 Open-source multi-factor stock scoring API (0-100) | US/HK/A-Share 74 stocks | Zero signup | shields.io badges | GitHub Action | EU AI Act compliant
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arc
Local-first AI orchestration runtime: persistent memory, skills, and task/agent orchestration, all on SQLite. No cloud account or API key required.
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open-mind
Understand any unfamiliar codebase in an afternoon — a local, deterministic, source-traceable knowledge index (glossary · graphs · code search) that never invents what isn't there.