Insight
Level FSourceValidated analytics agent for CSV/Excel. LLMs plan - as a JSON plan or a bounded tool-calling loop - while deterministic pandas/scipy/DuckDB computes and re-verifies every number. No arbitrary code execution: the model only selects audited operations.
Installation
View source repo →Related servers
mempalaceThe best-benchmarked open-source AI memory system. And it's free.private-gptComplete API layer for private AI applications on local models: RAG, skills, toocodebase-memory-mcpLocal code intelligence for developers and AI agents. Connect code, docs and infcontext-modeFree, local plugin that keeps tool output out of your coding agent's context wincogneeCognee is the open-source AI memory platform for agents. Give your AI agents pergraphitiBuild Real-Time Knowledge Graphs for AI Agents