Universal Git-powered persistent memory, context rules & native MCP server for AI coding agents. Prevents context amnesia with stateful workflows, Git Notes, and cross-model review gates across Claude
MCP server that gives AI agents fast, searchable access to the pgsql-hackers mailing list and PostgreSQL source code (threads, patches, authors, commits and a knowledge graph) to answer Postgres histo
Narrative intelligence engine for AI. An MCP server and CLI that manages characters, relationships, knowledge, and story events with semantic embeddings, arc tracking, and perspective vectors. Gives
codryn is an open-source Rust tool that indexes a codebase into a persistent knowledge graph and exposes it as an MCP server for AI coding agents.
A self-hosted embedding server with HTTP, gRPC and MCP APIs, verified model installation, batching, health checks, metrics and Windows and Linux releases.
MCP (Model Context Protocol) server for semantic code search. Replace grep/ripgrep with understanding-based code search.
MCP server for agent memory over HexxlaDB—ring retrieval, embeddings + lexical search, seams, facets, YAML persistence policy, localhost HTTP transport.
Cross-framework MCP server and CLI for MITRE ATT&CK, D3FEND, ATLAS and F3, with provenance on every link. Renders D3FEND CAD, Attack Flow, Navigator and Mermaid diagrams.
Claude Code + Claude Desktop plugin for any Bifrost MCP gateway: one-command setup, skill discovery, agent-driven memory, signed admin policy, and OAuth 2.1 for Desktop.
Agent-native memory infrastructure for AI coding assistants. Governed session capture, LLM compression, hybrid retrieval (FTS + vector + RRF), temporal knowledge graph, content-addressed storage, comp
Graph-theoretic system modeling: living documentation as a typed knowledge graph, with the AI tooling built on it — prompt contracts, embedding and reranking MCP servers, and a 4B local model that nav
Shared long-term memory as a knowledge-graph MCP server — persistent context, preferences and project knowledge for Claude Code, opencode and any MCP-capable AI agent.
Run AI models like Llama, Qwen, and Gemma on every computer you own, and manage them for everyone on your network. Local first, with OpenAI- and Anthropic-compatible APIs, people and roles, and MCP.
Memory MCP server for the Zed editor
The memory is yours. The model is a guest. Local-first memory and retrieval layer for AI agents: RAG with no model in the path, abstention as a verdict, MCP server, evaluation included. Rust, Apache 2
HPC aggregation pipeline and API/MCP server for LLM-mediated biomedical data integration
HALO (Harness for Always-On Loop Oversight), from the survey Always-On Personal Intelligence: an evaluation harness and MCP plugin for always-on personal AI assistants and LLM agents. It checks whethe
MCP server for German public procurement data — semantic search and tender matching for Claude, GPT, Cursor, and LM Studio
Short-term memory proxy gateway with proactive memory surfacing for AI agents
MCP server for Ragionex Memory: long-term memory for AI coding agents. Agents save what matters on their own, keep it up to date and recall it in every new session. Vaults keep projects apart and shar
PBX Market Estimation & VoIP Trend Forecasting
Self-hosted team knowledge base for Claude and other MCP clients: shared project, design and tech knowledge with human review, semantic search and cross-project sharing.
Cross-platform visualization MCP for Cortex — host-neutral live activity from Codex, Gemini CLI, Claude Code, and other MCP clients; memory galaxy, execution trace, knowledge graph, consolidation boar
A self-hosted library for the papers and web pages one person reads: hybrid search, a graph whose links cite their sentence, and an MCP interface for agents
Signed, append-only decision records for AI coding agents: an MCP server and CLI that hand your team's decisions to Claude Code, Codex, Copilot CLI, Gemini CLI, OpenCode and other MCP hosts, hold the
Open-source, local-first memory for AI agents. An MCP server that keeps facts, decisions and open loops in one SQLite file on your machine. MIT, public alpha.
Namespace-scoped, token-authenticated shared memory for AI coding agents. Self-hosted on Postgres (embedded by default). MCP server, REST API & Python SDK.
BioMed MCP over AlphaFold DB + 8 public sources, with SQLite knowledge graph, offline mode, and explicit clinical-use limits.
KhaosMCP is a local-first, agent-operated pentest platform using AI via MCP. It connects the external operator to the complete assessment cycle: scoping, supervised execution, integrations, evidence g
MCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph
Go MCP server for HMLR hierarchical memory system with semantic search
Code intelligence MCP server for Claude Code — multi-project code graph, semantic search, session history, knowledge base
Universal Local RAG Server for Model Context Protocol (MCP)
Local-first project memory, context packs, backlog, and verification workflows for coding agents
Dynamic Intelligence Graph (DIG) MCP server for AI coding agents. Persistent code knowledge graph, a code RAG improvement, with hybrid Graph + Vector + BM25 retrieval, agent memory, multi-agent coordi
Structured memory system for AI assistants. Eliminates context loss with branch notes, tacit knowledge, and project context. Local MCP integration for Cursor IDE.
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