qualixar/superlocalmemoryConnectors
Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253
224
rekal-dev/
rekal-cli
rekal-dev/rekal-cliTools
Your coding agent starts every session blank. Rekal is the memory your team is missing
193
jgravelle/
jdocmunch-mcp
jgravelle/jdocmunch-mcpConnectors
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
203
zilliztech/claude-contextConnectors
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
13k
zilliztech/memsearchPlugins
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
2.6k
shinpr/
mcp-local-rag
shinpr/mcp-local-ragConnectors
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
388
joshuaswarren/
remnic
joshuaswarren/remnicConnectors
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.
198
EtienneChollet/
ontomics
EtienneChollet/ontomicsConnectors
Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.
41
aayoawoyemi/
Ori-Mnemos
Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
323
doobidoo/mcp-memory-serviceConnectors
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
1.9k
MaxFreedomPollard/
Compartment
MaxFreedomPollard/CompartmentConnectors
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.
586
alibaizhanov/
mengram
alibaizhanov/mengramConnectors
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
194
dcostenco/
prism-coder
dcostenco/prism-coderConnectors
Persistent session memory for AI coding agents — local-first, with on-device inference, associative recall, and drift detection. Works with Claude Code, Cursor, and Codex.
157
buildingjoshbetter/TrueMemoryConnectors
The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with Claude Code, Claude CLI, Cursor, Codex CLI, Gemini CLI.
378
syncable-dev/memtrace-publicConnectors
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
469
lyonzin/
knowledge-rag
lyonzin/knowledge-ragConnectors
Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.
278
sverklo/sverkloConnectors
Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware review, and git-pinned decisions. MIT; no API keys or code upload.
79
jztan/pdf-mcpConnectors
An MCP server that gives your AI agent agentic RAG over your PDFs, one file or a whole folder: hybrid semantic + keyword search, selective page reads, tables, images, OCR, chart data, and multi-column/CJK layouts. The agent decides when to search; pdf-mcp does the retrieval.
133