Vector Search

Model Context Protocol server that exposes the Macula mesh to any agent harness

Local belief and memory engine with evidence, certainty, and honest revision history.

Deterministic, namespace-isolated document retrieval with a CLI and MCP server.

Cerefox — user-owned shared memory for AI agents. CLI + stdio MCP server + web UI + ingestion for a knowledge base on your own Supabase project (or fully self-hosted with Cerefox Local).

Markdown Content Preprocessor - Fetch web pages, extract content, convert to clean Markdown

Connect AI assistants to TestRail: manage test cases, suites, runs, results, and attachments.

Cut LLM agent token use in Claude Code, Cursor, Codex, Gemini CLI. Local, no API key. gAI Ventures.

Unified memory-layer plugin for Claude Code. One MCP server, multiple typed corpora (vault, code, plans, docs, research, project-map), unified cross-corpus knowledge graph, conditional tool registration, in-process drift detection, and human↔code translat

MCP server for memory management using vector database

Universal LLM API client for 174 providers — chat, streaming, tools, embeddings, search, OCR, plus an OpenAI-compatible proxy and an MCP server.

Frinus - MCP Server for Cognitive Memory (φρήν + νοῦς). Long-term memory, sessions, agents and knowledge for Claude and any MCP client.

MCP server for crawling and indexing web documentation - works with any website

Memory for any Ai: remembers across sessions, enforces your rules before actions, reviews the work.

Auditable shared memory for AI coding agents. Provenance on every note, injection-linted writes, one-command undo. Self-hosted, MIT.

Official MCP server for Noesis — the markdown notes manager for Claude Code. Search, sync, and manage your .md knowledge base via 19 AI-powered tools.

Portable cognitive engine for AI agents — storage, embeddings, memory, FSRS, and MCP server

Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).

Persistent memory for AI coding agents — local embeddings, SQLite stores, zero config. Works with OpenCode (as a plugin), Claude Code (as an MCP server), and Cursor (as an MCP server).

DashScope Embedding MCP Server - 提供文本/图片向量化工具，调用阿里百练平台API

Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes.