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Anysearch

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API Development
Developer Tools
Data Science & ML

Empowers AI agents with specialized, domain-filtered information search, research, and knowledge retrieval capabilities.

Anysearch is a command-line interface (CLI) and MCP server designed as a vertical-domain information-specialist agent. It integrates advanced search, research, memory, and knowledge functionalities, featuring FTS5 for efficient recall and multi-source Reciprocal Rank Fusion (RRF) for combining results. A core capability is its robust domain allowlisting, which strictly gates returned information both at the provider level and post-retrieval, ensuring an 'abstain-first' approach rather than hallucination when no allowed results are found. It also includes an auto-indexing MCP server that provides tools for various agent hosts.

Key Features

01Abstain-first policy for zero gated results, providing a first-class abstain outcome instead of errors or hallucinations.
02Multi-source search with RRF fusion across providers and FTS5 for memory recall.
03MCP server offering tools like `search_web`, `research_web`, `recall_memory`, `query_knowledge`, and `ans_chat`.
04Verified integration with major agent hosts including CodeBuddy, Claude, Codex, and Antigravity.
05Vertical-domain information specialization with authoritative URL allowlists for strict content gating.
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Use Cases

01Integrating advanced search and research capabilities into existing agent host platforms like CodeBuddy or Claude.
02Developing AI agents that require precise, domain-specific information retrieval and adherence to content policies.
03Ensuring strict information governance by filtering all search and research results against a predefined domain allowlist.