model-context-protocol — independent software & tools
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homespun
Homespun: apps your AI builds and hosts. Client CLI, MCP server, SDK core, agent skill and Claude plugin. MIT.
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agentdocs-mcp
MCP server for AgentDocs (agentdocs.eu) — give any AI agent native tools to read, search, write, and share collaborative docs
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sigma
Open-source AI coding agent with sandboxed execution, resumable sessions, verified changes, ACP desktop integration, and a multi-provider model gateway.
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Comodor
A coding agent that lives in your terminal and learns the way you correct it. Fix something once and the next answer already obeys.
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AIcortex
Give any LLM a private, self-hosted brain on your NAS: categorized memory & skills, your tools, devices, email, calendar & webhooks, an encrypted vault, roles & per-user areas — single-user or multi-user, all through one MCP connector.
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polygate
An MCP server that lets any LLM research and trade Polymarket. Point Claude, Cursor, or VS Code at it and your agent can read markets, prices, and your account — and place real trades. Optional REST gateway for algorithmic bots.
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mailman
MailMan — an MCP server to send and read Gmail (SMTP/IMAP App Password or OAuth2) in plain English from any AI CLI. Attachments, draft/confirm review, scheduled sends, multi-account, inbox search. macOS/Linux/Windows.
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reddit-httpx
Reddit MCP server — 56 tools for full Reddit automation via browser cookies + Chrome TLS impersonation
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droid-agent-kit
Local, permissioned MCP server giving AI coding agents real Android dev tools — Gradle, adb, logcat, lint, crash triage — instead of raw shell access
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deckyard
The open-source, end-to-end presentation platform - build, present, publish, and collaborate. Self-hosted, MCP-native, fully themeable.
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judgment-pack-demo
Research preview: clone-and-go sandbox demo for Judgment Packs — browser workspace with file explorer, BYOK, and the runtime pre-wired over MCP.
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keel-trade
Keel — CLI and MCP server for AI-driven crypto strategy development on Hyperliquid
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data-olympus
Governance-grade, OKF-compatible knowledge-base format with a single-writer MCP server and CLI. Pre-release.
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wigolo
The go-to web for your agent!
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lastest
Lastest Visual Regression Testing - Cloud/Self-hosted version
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exeora
Secure execution for AI agents, on any machine. Connect any MCP client to the development environment on any machine you can run a command on (even your own laptop) - no open ports, no tunnels, and your source code never leaves the machine.
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a2wave
Turn the agent CLIs you already use into shared services your whole team can call. Natural-language-driven agent orchestration for Claude Code, Cursor Agent, and OpenAI Codex.
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poolstatis
Agent-native product analytics for coding agents
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quantum-hardware-mcp
Open-source MCP server giving AI assistants live, natural-language control of real quantum hardware across IBM Quantum, IonQ, and AWS Braket
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mcp-sentinel
🛡️ Secure MCP server that lets AI cloud services (Claude, ChatGPT, Gemini, Cursor) remotely control Linux servers. HTTP/SSE transport · API key + JWT auth · IP whitelist · 20 tools · role-based access · audit logs.
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canvas-drop
Self-hostable, open-source platform to deploy & share small static web apps ("canvases") inside your org — paste/drag/PUT a folder, get an instant secure URL. Five zero-config backend primitives (KV, files, AI, identity, realtime), an MCP server for AI agents, no telemetry.
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m365-copilot-companion-mcp
Personal-use MCP server that gives Microsoft 365 Copilot real hands on your own laptop: files, Python, Office, SQL, Web. 100+ tools, autonomous relay, easily extensible, no extra licences.
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shotcut-mcp
Transactional MCP server for creating, editing, validating, previewing, and rendering Shotcut projects.
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helix-context
Agent knowledge index — IDF-weighted retrieval with deterministic SLM embedded models. SQLite, Know-vs-Go
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ribosome-schema
The ribosome standard: normative JSON Schemas for ribosome.json/ribosome.lock.json, generated types, validation, and a conformance corpus.
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ScalaSemantic
MCP server for deep semantic analysis of Scala via SemanticDB — exact find-usages, class hierarchies, implicit resolution & call paths for AI coding agents like Claude Code. Beyond grep and standard LSP.
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linkedin-internal-api
Reverse-engineered reference + MCP server for LinkedIn's internal web APIs (Voyager + SDUI). 130 endpoints, 26 MCP tools, browserless-first, honestly documented. Lets an AI assistant read & write LinkedIn.
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Agent402
500+ pay-per-call web tools + skill packs for AI agents — every one tested, priced, and settled on-chain. Paid in USDC over x402 on 10 chains, or free via proof-of-work on the pure-CPU tools. Self-hostable, MCP-native, deterministic. Plus the open x402 index (Find / Route / Leaderboard).
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daemon
Rust server for managing cron jobs over UI, REST, and MCP interfaces, synced to your OS crontab
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theodosia
Put an AI agent on rails: mount a Burr state machine as an MCP server so the agent can only take the next allowed step, with every step recorded and replayable.
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next-ai-ready
Next.js AEO + Agent-API — llms.txt, JSON-LD, OpenAPI, MCP. One build step, no UI rewrite.
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toolnexus
Your LLM, with MCP tools + agent skills built in — MCP · skills · native · HTTP · built-in · A2A tools behind one interface, byte-identical across JavaScript, Python, Go, Java, C# and Elixir. Docs: https://muthuishere.github.io/toolnexus/
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claude-plugins
NebInfra Claude Code plugin marketplace
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opencode-starter
Opinionated OpenCode configuration with reusable agents, document skills, MCP integrations, custom tooling, and cross-platform workstation bootstrap.
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MCPSafari
Control Safari on macOS for AI agents with native MCP tools for tabs, forms, HTML, JavaScript, screenshots, and network data
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ns-ui
228 React components you install as plain source — no runtime package, no lock-in. shadcn-compatible registry, CLI and MCP server.
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Aethos_Memory
Universal, cross-tool persistent memory bank for AI assistants (Claude Code, Cursor, Windsurf, OpenCode, Codex) powered by FastMCP, Gemini embeddings & Supabase pgvector.
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a2amesh
AI-native TypeScript runtime and tools for A2A agent orchestration, MCP integration, registry, protocol, and CLI.
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debug-recorder-mcp
TypeScript MCP server for structured debug session capture, reproducible diagnostics, event recording, and developer workflow observability.
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health-monitor-mcp
TypeScript MCP server for service health monitoring, status checks, uptime probes, and operational diagnostics across local or remote targets.
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infra-lens-mcp
TypeScript MCP server for infrastructure visibility, health checks, inventory inspection, and operations-focused automation across developer environments.
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ssh-mcp-pro
TypeScript MCP server for controlled SSH operations, remote host workflows, command execution guardrails, and infrastructure automation.
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profile-vault-obsidian
Manage your career profile in Obsidian with a modular vault for CVs, applications, and professional history
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OrchestrateKIT-MCP
The honest, evidence-backed MCP planner for safer AI agent workflows.
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limen
MCP-accessible multi-agent task orchestration: cross-repo task intake, universal dispatch schema, self-healing fleet-scale coordination over the Model Context Protocol.
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sqlike
sqlike clients — CLI + MCP (thin remote clients for the sqlike SQL analyzer)
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sqlike
MCP server and CLI for sqlike: deterministic SQL analysis and query-equivalence checking. Tokenizes locally, so your real table names and values never leave your machine.
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canary
Canary — local Interactive Brokers MCP server, CLI, and risk desk. Standard builds and MCP are read/preview-only; a separate opt-in trading build provides gated CLI broker writes.
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ovecc
CLI-first, deterministic architecture intelligence. Builds an offline model of your repo to answer impact, cycles, dead code, duplication and security, and enforces your architecture as a contract in CI. No LLM in the loop; usable by coding agents over MCP.
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tdmcp
TouchDesigner MCP server, describe a visual to Claude, Cursor or Codex and it builds a real, playable node network (audio-reactive, generative, particle, 3D, feedback) with live knobs + MIDI/OSC/DMX, then checks for errors and previews its own work.
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patchloom
Single-binary CLI that gives AI agents safe, structured file editing
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AgentCall
AgentCall is an open-source platform that lets AI agents call you when they need help. When an AI gets stuck — needs approval, clarification, or urgent input — it rings your phone via a real voice call. Chat, make decisions, and send the AI back to work. Self-hosted, private, no records. Works with Claude, Cursor, OpenCode, and any MCP-compatible.
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TORQCLAW
A governed control plane for AI agents — approval before action, budget before spend, receipts after every run. Local + cloud.
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docker-talkies
OpenAI-compatible audio server in Docker. 7 ASR backends (Whisper, Distil-Whisper, Parakeet, Canary, Canary-Qwen) + 2 TTS engines (Kokoro, Qwen3-TTS voice cloning). Single /v1/audio/{transcriptions,speech,voices} surface. CPU + CUDA images. Hot model swap. MCP server built in.
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mora
Local-first, zero-egress memory for MCP agents: Gmail, Calendar, iMessage, Apple Calendar → entity graph + ranked daily brief + hybrid retrieval
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Hesi
浏览器里的多 Agent 圆桌讨论平台 — 让多个 AI Agent 围一桌讨论你的代码与终端任务（本地运行、零数据出网）
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quicker-rpc
QuickerAgent: AI desktop assistant for Quicker. Monorepo with QuickerRpc plugin + qkrpc CLI — headless action create/edit/run via MCP, HTTP, or JSON CLI (StreamJsonRpc named pipe).
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relay-shell
Model Context Protocol server for full shell and SSH fleet operation, with audit, tiered authority, and resource bounds
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switchboard-mcp
Let your Claude Code (CLI) agents talk to each other — a local hub that connects independent agents in tmux via MCP, with a web dashboard. Windows + WSL.
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willow-2.0
Willow 2.0 — local-first memory, MCP tools, and fleet coordination for AI agents. Postgres KB, Ollama default, Grove LAN remote.