anti-hallucination

5 servers · 115★ total

Give your AI assistant real web search, full-page reading, and multi-source research with citations that are never fabricated.

Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-config Docker setup.

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

A minimal graph engine for grounded AI — records, associates, and retrieves, but never invents. Written in Rust.

Legal Cite PL — MCP server weryfikujący aktualne brzmienie przepisu PL/UE prosto ze źródła (Sejm ELI, EUR-Lex). Anti-halucynacja dla Claude. Apache 2.0.