Smart-Thinking MCP Server

Example Use Cases

• 1

  Deterministic, local multi-step reasoning and traceable decision timelines without calling external LLM APIs.

• 2

  Fast, local memory retrieval and context expansion using TF‑IDF + cosine similarity for embedding-free similarity search.

• 3

  Heuristic quality scoring and a verification workflow to surface confidence, contradictions, and calculation traces for facts.

Description

Smart-Thinking is an MCP server that builds and persists a reasoning graph, uses local TF‑IDF + cosine similarity for memory lookups, and applies transparent heuristic scoring and verification workflows instead of remote LLMs. It produces deterministic, auditable reasoning timelines and supports session persistence so agents can resume work with the same graph and verification ledger. The server is distributed as an npm package, supports connector mode for clients that only accept search/fetch tools, and is designed for reproducibility, visibility, and local-first deployments.