mcp — independent software & tools
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Sparra
Adversarial build harness with cross-model judging (Claude builds, Codex judges) and a holdout wall. Drive it from Claude Code or run it unattended.
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Bowire
Multi-protocol API workbench for .NET — discover, invoke, record, mock, replay across gRPC, REST, GraphQL, MQTT, SignalR, WebSocket, SSE, MCP, OData, Socket.IO, and more... including your custom protocol.
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oh-my-pi-ai-toolbelt
Terminal AI Agent 2026: Hash-Anchored Edits & Python LSP Tool Harness
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lastest
Lastest Visual Regression Testing - Cloud/Self-hosted version
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CrewLoop
A team of specialized AI agents covering the complete software development flow — from requirements discovery to deploy. One responsibility per agent, specs as source of truth, no shortcuts.
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picamd
Edit Markdown with a native macOS AppKit editor featuring inline WYSIWYG rendering and direct file access without library databases.
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capka
Capka AI — An open-source, self-hosted sandbox for AI agents. A community-driven alternative to Claude's Cowork
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voicegateway
Drop-in observability and cost-control layer for LiveKit voice agents
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never-ask-twice
Enterprise Support MemoryAgent on Qwen Cloud that remembers customer context across sessions and proves it with a live re-ask-rate ablation.
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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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evidence-map
MCP-first review and evidence-mapping harness for AI-generated and human-drafted deliverables.
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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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neko-core
Neko Code - a local-first, fullscreen terminal coding agent (TypeScript + Bun + Ink). Provider-agnostic, offline-capable, extensible via skills + MCP. By The Wiii Lab.
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ctox
Agentic daemon and runtime for long-running technical work with Business OS connectivity.
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n8n-prompt-library
Build 20 n8n AI prompts with model tips, cost estimates, and ready-to-use workflow guidance
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pentest-with-LLM
Automate authorized pentesting with LLMs, combining scanning, RAG, and exploit research for faster target analysis, vuln discovery, and reporting
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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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Novada-mcp
One MCP server for all web data — search, scrape, crawl, proxy, and AI research in a single npx install. Works with Claude, Cursor, and any MCP client.
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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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covenant
A capability-based operating layer for long-running autonomous software engineering agents. Rust daemon, signed capabilities, append-only audit, drift-aware memory, fail-closed sandbox dispatch, commit-scoped provenance.
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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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agents-cli
The missing toolchain for CLI coding agents. Run any agent on your subscription. Parallel teams, browser driving, Touch ID secrets, routines.
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kuma
Not a plugin for one agent — an infrastructure layer for ALL agents. Works with Claude Code, GitHub Copilot (Codex), Gemini CLI, Cursor, and any MCP-compatible client.
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privateer-agent
⚓ Provider-agnostic terminal coding agent — bring your own model. Switch between OpenRouter Anthropic, OpenAI & local Ollama with one command. Plan mode, checkpoints, MCP, hooks, sub-agents and a modal prompt, all on the Vercel AI SDK.
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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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mcp-pubmed-evidence
MCP server for reliable PubMed literature retrieval, BibTeX export, and evidence table generation for biomedical research agents.
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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.