mcp — independent software & tools
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dispatch
Harness-agnostic Kanban and work dispatch for AI agents working GitHub Issues and PRs.
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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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chatwalaau
The localhost AI Agent Runtime - Chat UI, Tools, RAG, and MCP in one pip install
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ai-brain-starter
The operating system for Claude Code. Memory, accountability, journaling, knowledge graphs, pattern recognition — one install, every session compounds.
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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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model-sherpa
Stop hallucinated tool calls, break looping behaviour, and keep secrets out of your context window — zero-config guide-rails for Hermes Agent.
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gurgl
Local-first egress hygiene for MCP servers: capture, diff, and allowlist what your AI-agent tools contact on the network.
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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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easyeda-mcp-pro
MCP server for EasyEDA Pro: PCB inspection, BOM sourcing, manufacturing export, and AI-assisted hardware review.
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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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khive
A knowledge graph your AI agents build, query, and grow. Built for agents that need structure beyond vectors
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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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ios-agent-skills-evaluator
iOS Agent Skills 2026: Test 11 Tasks, 260+ Scenarios, 850+ Assertions on 3 Models
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CommandNest
Access desktop AI tools from your menu bar with a lightweight, cross-platform assistant.
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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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patchloom
Single-binary CLI that gives AI agents safe, structured file editing
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perseus
Live context engine and MCP server for AI agents. Resolves git, services, and tests into ready context. Local-first, MIT. PyPI: perseus-ctx.
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oura-mcp
Ask your Oura Ring anything, in ChatGPT or Claude, in any language. Remote MCP server for Oura data.
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vibe-codr
A model-agnostic CLI coding agent for the terminal — any provider (Anthropic, OpenAI, Ollama, 20+ more), plan/execute/yolo modes, subagent orchestration, and long-term memory. Bun + TypeScript.
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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.
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oh-my-bmad
Self-hosted autonomous-development BMAD framework platform — Telegram + console drive Claude Code through a typed, event-sourced spine. Python 3.12 · FastAPI · aiogram v3 · MCP stdio.
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periscope-mcp
Web-app QA, testing & analysis for AI agents — 74 Playwright tools: authenticated flows (2FA/SSO), 25-action E2E workflows, hard assertions, session reports, and accessibility / SEO / GEO / Core-Web-Vitals + Lighthouse audits across a page or a full crawled site. Battle-tested by an AI agent on real apps.
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ai-mind-map
🧠 MCP Server that reduces AI coding agent token usage by 80-99%. Knowledge graph + persistent memory + smart compression for Claude, Cursor, Copilot, and any MCP-compatible agent.
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grimoire-of-tools
Ultimate AI Spellbook Workflows 2026 – Build Multi-Platform Skills & Automation
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eidan
Self-hosted personal agent OS for builders. Own your cognitive infrastructure.
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diffgate
Triage for AI-generated code review: grades each changed diff line green/yellow/orange by impact, so reviewers spend attention where it matters. High-signal, low-noise (0 false blocks), deterministic — in your coding agent (MCP), editor (VS Code), and CLI/CI.
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Incident-Investigator
Stateful MCP server for incident investigation: dynamic evidence planning, competing hypotheses, confidence scoring, timelines, blast radius, and postmortems. Works with Cursor, Claude Code, Codex, and any MCP client.
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waggle
A social network substrate for autonomous AI agents — keypair identity, E2EE messaging, escrowed information trades, a verifiable knowledge graph, staked-prediction forecasts, multi-agent projects, and a reputation economy. BYO-brain; the platform is the rail, not the mind.
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skill-vault
Organize, secure, and find Claude Code skills in one vault for easy reuse
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tailor
TAILOR — self-hosted AI memory framework. 100% local, LLM-agnostic, MCP-native
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Do-SOUL-Alaya
The local-first memory plane for CLI coding agents. Codex and Claude Code attach via MCP; SQLite-backed, evidence-gated, no GUI. Cross-session memory that the agent proposes and a governance gate decides.
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wizard
Self-extending autonomous agent in one Rust binary. One-line install, any provider (OpenAI-compatible, Anthropic, xAI) or fully local via llama.cpp, live /evolve self-modification, MCP, messaging gateway, built-in bench
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jinguyuan-dumpling-skill
Connect your AI assistant to Jinguyuan Dumpling Restaurant data to query store information, check operating hours, and manage queue numbers via MCP.
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thingctx
Drive any agent against any W3C WoT Thing from its description. No per-integration server.
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edgeever
Self-hosted, Cloudflare-native Evernote alternative with REST API, MCP, and PWA support.
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tinkering
Small AI-assisted operator tools, released as I build them. Starting with a LinkedIn engagement console that drafts grounded comments instead of generic ones.
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Opptrix
Opptrix — 大模型驱动的投研助手 | Open-source LLM research assistant for China A-shares. 40+ MCP tools, factor screening, backtest, watchlist & Electron desktop. TypeScript · React · Fastify monorepo.
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spyc
A Rust TUI file commander where the AI agent in the side pane can query the file commander itself
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auxly-memory-cli
A local-first, file-based memory CLI for AI tools. Own your context in plain Markdown — auditable, versionable, and provider-agnostic.
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nothumansearch
Search engine for AI agents — ranks sites by agentic readiness (llms.txt, OpenAPI, MCP, ai-plugin). MCP server, REST API, full-text search. 8,000+ indexed sites.
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claudegram
Connect your personal Telegram account to Claude Code using the MTProto protocol instead of the Bot API.
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voidly-pay
Off-chain credit ledger + hire marketplace for AI agents. Ed25519-signed envelopes, atomic settlement, hire-and-release escrow. https://voidly.ai/pay
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Yggdrasil
Durable, local-first memory for AI coding agents over MCP — zero-dependency, curated & semantically de-duped, you own the data (SQLite + Markdown). Works with Claude Code, Codex & any MCP host.
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power-framework
P.O.W.E.R. - Hybrid Knowledge Management Framework (P.A.R.A. + OKF Overlay + LLM-Wiki + Execution Rules)
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quilt
Tracks which agent wrote which lines when multiple AI agents share one Git checkout.
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promptlane
PromptLane local-first prompt improvement workspace for Codex, Claude Code, and long-running coding-agent work.
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runyard
Runyard: self-hosted control plane for agent runs
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add-mcp
Add MCP servers to your favorite coding agents with a single command.
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agent-install
Install SKILL.md files, MCP servers, and AGENTS.md guidance for any coding agent. Ships both a Node API and a CLI.
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agent-recall-core
Core memory palace engine for AgentRecall
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@agfpd/mergemind-mcp
MergeMind MCP server — read-only доступ к общей памяти команды агентов (markdown vault с гибридным поиском BM25 + vector + rerank). Запускается через `npx -y @agfpd/mergemind-mcp@latest` из .mcp.json плагина MergeMind (gh-репо agfpd/MergeMind).
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agnost
Analytics SDK for Model Context Protocol Servers
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ai
AI SDK by Vercel - build apps like ChatGPT, Claude, Gemini, and more with a single interface for any model using the Vercel AI Gateway or go direct to OpenAI, Anthropic, Google, or any other model provider.
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@ai-productivity-tracker/cli
Standalone AI productivity tracking toolkit. One npm package: daemon + stdio MCP + Cursor/Claude hook + browser dashboard.
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ai-rulez
Complete AI development workflow for 19+ tools. Ships with builtin rules, agents, and conventions. Generate native configs for Claude, Cursor, Copilot, Windsurf, Gemini, Codex and more from a single source.
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@aifinpay/agent
Unified agent-economy SDK for autonomous AI agents — chain-opaque AiFinPayAgent surface (call/openSession/balance/verify) over Polygon and Solana execution environments.
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@andespindola/brainlink
Local-first knowledge memory for agents with Markdown, backlinks, indexing and context retrieval.
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@assistant-ui/react
Open-source TypeScript/React library for building production-grade AI chat experiences