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An MCP server that optimizes agent context, reducing token costs and improving accuracy through codebase mapping.

Reduce Claude Code token usage by rendering bulky text context into compact images for the model to process.

This self-hosted, open-source platform provides AI agents with a permission-aware context layer to search, navigate, and cite company knowledge from over 40 connectors like Slack and GitHub.

A local MCP server that allows AI agents to read, search, and edit notes within an Obsidian vault.

nocturne_memory

Dataojitori

This MCP server provides rollbackable, graph-like long-term memory for AI agents, allowing them to remember context across sessions and models.

An MCP server that gives AI coding agents efficient access to up-to-date documentation for APIs, services, and libraries.

Provides a centralized MCP server for managing multi-project memory banks, allowing AI agents to store and retrieve project-specific information remotely.

projectmem

riponcm

An open-source, local-first MCP server that provides memory and judgment for AI coding agents, recording issues, attempts, and decisions to prevent repeating past failures.

A self-hosted memory layer on Cloudflare that shares context across Claude, ChatGPT, and Cursor.

Provides a shared, single-file local memory layer for AI agents like Claude and Cursor on Apple Silicon, offering sub-millisecond RAG over text, photo, and video.

OKF Agent Memory provides a Git-native, persistent project memory system for AI coding agents via an embedded MCP server, reducing token bloat.