MontyGovernance/montycat-mcpConnectors
Shared, persistent memory for AI agents. Self-hosted MCP server with semantic search, vector RAG, and live updates. Works with Claude, Cursor, Codex, and any MCP client.
48
kapillamba4/
code-memory
kapillamba4/code-memoryConnectors
MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.
49
iamtouchskyer/
memex
iamtouchskyer/memexConnectors
Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, VS Code Copilot, Codex, Windsurf & any MCP client. No vector DB — just markdown + git sync.
141
zvec-ai/zvec-grepTools
Local-first search across your workspace, built for humans and AI agents.
3.4k
Graphify-Labs/graphifySkills
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
117k
1 add
stevereiner/
flexible-graphrag
stevereiner/flexible-graphragFrameworks & SDKs
Python, LlamaIndex, LangChain, 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco, Nuxeo DBs. 14 data sources (10 auto-sync), KG auto-building, Ontologies, LLMs, Docling, LlamaParse, LiteParse, GraphRAG, RAG, Hybrid Search, AI Chat. TypeScript React, Vue, Angular frontends, REST, MCP Server. Options: Langflow, CocoIndex
184
scarletkc/
vexor
scarletkc/vexorTools
A semantic search engine for files and code.
240
Ontos-AI/
knowhere
Ontos-AI/knowhereTools
Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.
3.1k
dnotitia/
akb
dnotitia/akbConnectors
AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.
160
qualixar/superlocalmemoryConnectors
Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253
224
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
aayoawoyemi/
Ori-Mnemos
Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
323
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
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
Goldziher/basemindConnectors
Full AI context and content layer for coding agents over one MCP server — tree-sitter code-map, document RAG, shared memory, multi-agent comms, web crawl, git history + blame. 300+ languages, 10+ agent harnesses, pure Rust.
98
CodeAbra/iai-personal-memory-engineConnectors
A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.
873
cdeust/
Cortex
cdeust/CortexConnectors
Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.
72