Vector Search

Long-term memory for coding agents on your machine, as an MCP server: text in SQLite, vectors in Chassis

A structure-aware chapter search MCP server.

MCP server exposing Cerevox AI APIs (Lexa, Hippo, Account) for document parsing, RAG search, and account management

MCP server that exposes OpenAPI specifications as queryable documentation resources for LLMs, with Scalar deep links and semantic search

A policy-aware MCP server for an org-wide knowledge brain that lives in a git repo.

Brainstem — local-first knowledge backend for AI agents. Connect any MCP host (Claude Code, Cursor) to an Obsidian-compatible wiki with indexed retrieval, token-budgeted recall, and secure ingestion.

Search 23,995 Chinese statutes and verify citations to catch LLM-fabricated references.

Local-first persistent-memory MCP server. Per-project brain with hybrid vector + FTS5 search, recall, remember, forget, and supersede over a single SQLite file.

MCP connector for Bibliome's local PDF search, requires Bibliome (Mac App Store) installed

A Python MCP server for Qdrant memory storage and semantic search, compatible with Cursor-like MCP clients.

[DEPRECATED - use EchoVault] MCP Server for AI memory with PostgreSQL

Model Context Protocol (MCP) server for Teradata, Community edition by BachStudio

MCP server exposing the Modern-Expo virtual Business Analyst Knowledge Base (read/derive tools).

Japanese public-program MCP — subsidies, loans, tax, law, invoice. 261 tools, ¥3/billable unit

Generate MCP servers from ReadTheDocs documentation

BenoStreamDB Model Context Protocol (MCP) Server

AI-powered MCP server for FHIR document search and conversation

High-performance, local FastEmbed vector MCP server for Astro documentation

MCP server giving Claude Code, Cursor, Codex and Windsurf permanent AST-powered code memory. 98.9% token reduction. 100% local.

Citation-ready PDF and DOCX workflows that export reusable agent assets and Foam/LightRAG wikis over MCP