Agent memory

A token-efficient MCP code intelligence server that indexes a codebase once with tree-sitter and lets AI coding agents retrieve only the symbols they need instead of reading whole files.

• MCP servers
• Agent memory

A daemon-backed local semantic code graph for AI coding agents, exposing MCP tools for symbol search, call graphs, impact analysis and repository context instead of repeated grep and file reads.

• MCP servers
• Agent memory

A framework-agnostic AI memory system that keeps every extracted fact tied back to an append-only source archive and verifies it before recall. It runs offline on modest hardware with 8 GB or more RAM.

• Agent memory

A long-term memory plugin for OpenClaw agents that combines exact keyword search over stored facts with vector-based semantic recall, so an agent remembers what a user told it across sessions.

• Agent memory

A local MCP server that caches screenshots and UI states using perceptual hashing and vision embeddings, so a coding agent recognizes a screen it has already seen instead of paying for a fresh vision-model call each time.

• MCP servers
• Agent memory

A local-first MCP server that gives a coding agent repo memory before it edits: symbols, callers, dependencies, diff-aware review context and decisions pinned to specific commits.

• MCP servers
• Agent memory

A framework-agnostic memory runtime that lets an AI agent store and later recall facts, episodes and what worked before, using local embeddings by default or a Postgres backend for production scale.

• Agent memory

A library that generates short, memorable word-based identifiers for AI agents to pass through prompts and logs, using fewer tokens than a UUID and configurable collision resistance.

• Agent memory
• Libraries

A self-improvement engine for AI agents that scores what an agent relied on against how a run turned out, then hands the next similar run a briefing and a recommendation instead of a blank slate.

• Agent memory
• AI evals

A memory system for AI agents that pairs vector search with a temporal knowledge graph and a background process that consolidates memories, flags contradictions and lets unused facts fade over time.

• Agent memory
• Databases

A locally stored, semantically searchable store of architectural decisions that an AI agent can query through MCP or a developer can browse through a command line and a graph-based web interface.

• MCP servers
• Agent memory

A vendor-neutral specification, reference server and set of SDKs for AI tools to share portable memory about a user across different assistants, sessions and devices.

• Agent memory

A durable memory engine for AI agents that stores an append-only, hash-chained log of an agent's reasoning plus a version-controlled skill registry, so agents keep what they learned across model swaps and different coding tools.

• Agent memory

A multi-agent framework in which a planner, paired coder-and-reviewer teams, a coordinator and a memory-extracting agent divide up a complex task, work in parallel, and build a searchable knowledge base from what they learn.

• Agent frameworks
• Agent memory

A command-line tool that stores a repository's tasks and architecture decisions in a project-local folder, so a coding agent can see what was decided and why, and claim, verify and hand back work.

• Agent memory
• CLI tools

A tree-sitter-based compiler that parses an entire codebase into a queryable map of symbols, call edges and class relationships, so a coding agent can look up structure directly instead of reading whole files.

• Agent memory

A local memory and search layer that stores notes in SQLite and exposes full-text and vector-capable search over them through HTTP, MCP, a CLI and a web UI.

• Agent memory
• RAG

An AST-powered code intelligence engine that indexes a codebase into a persistent knowledge graph with Cypher queries, cross-file call resolution and hybrid semantic search across 62 languages.

• Agent memory
• Databases

A tool that automatically saves decisions, constraints, bugs and todos from Claude Code chats into a JEVMEM.md file, then feeds the relevant lines back into context in later sessions.

• Agent memory

A local-first MCP context engine that indexes a repository into a graph, routes a prompt to the relevant symbols, and sends the model a compact evidence packet instead of whole files.

• MCP servers
• Agent memory

An open-source memory system for AI agents that gives them persistent episodic, semantic and procedural memory, with cryptographic integrity proofs and automatic decay and conflict resolution over time.

• Agent memory

An open cognitive architecture for a self-directed personal AI agent, combining persistent memory, self-directed learning and a graduated autonomy model with over 60 tools, meant to be cloned and run as one's own instance.

• Agent frameworks
• Agent memory

A local-first memory engine for AI agents that fuses vector, graph, and columnar storage under one query language, and can explain the evidence behind each recall.

• Agent memory
• Databases

A command-line tool that captures the reasoning behind an AI coding session at every git commit and stores it in the repository, so any coding agent can recall why a past decision was made.

• Agent memory
• Git