Give your AI agent a memory — local-first, private, easy to install. Guided setup wizard; works out of the box on your own machine, no cloud. For everyday agent users, homelabs, and developers alike · 99.2% LongMemEval-S retrieval @ k=10 · Works with Claude · Gemini · Antigravity · OpenCode · OpenClaw · Hermes · any…
Reduce Claude Code token usage by 70-90% with cross-session memory and four-layer optimization: semantic codebase indexing, PostToolUse tool compression, turn summarization, and session consolidation. MCP server powered by Ollama — zero API calls, runs en. Runs locally from the cctx-optimizer npm package.
An MCP server that offloads cheap work from your cloud LLM agent to a local Ollama model. Runs locally from the ollama-handoff Python package. Needs 5 environment variables to run.
MCP server "pageindex-local" as configured in jamesbubenik/pageindex-local-mcp. Runs /home/user/pageindex-local-mcp/dist/index.js with node. Needs 9 environment variables to run.
MCP server "pageindex-local-windows" as configured in jamesbubenik/pageindex-local-mcp. Runs C:\Users\user\pageindex-local-mcp\dist\index.js with node. Needs 9 environment variables to run.
MCP server "lightrag" as configured in Ricardo-Kaminski/local-rag. Launched with C:\Users\ricar\miniconda3\envs\local-rag\python.exe C:\workspace\pessoal\local-r.
Know what breaks before you break it. Structural knowledge graph for codebases — impact analysis, dead code detection, health scores. No LLM required. Runs locally from the codebrain Python package.
Governed observability + governance for on-endpoint local LLMs (Ollama): model inventory/provenance, a deterministic secrets/PII/jailbreak prompt scanner, allow/deny policy, and route-through guarding — the complement to IGEL AI Armor, with a built-in governance harness (audit, budget, undo, risk tiers). Runs locally…
Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference. Runs locally from the local-model-suitability-mcp npm package. Needs 1 environment variable to run.
MCP server "scout-plugin-hybrid-routing" as configured in mgannotti/scout-plugin-hybrid-routing. Runs locally from the scout-plugin-hybrid-routing Python package.
MCP server "windows-system-sounds-mcp" as configured in vasjabrevno-dev/windows-system-sounds-mcp. Runs locally from the windows-system-sounds-mcp Python package.