125 tagged embeddings, measured the same way as everything else here.
Browse within: code-search 18local-first 18knowledge-graph 16model-context-protocol 15agent-memory 14chromadb 14hybrid-search 14knowledge-base 12bm25 9ai-memory 8semantic-search 7markdown 6documentation 5fastmcp 5
MCP server Claude CodeCodexCursor
Semantic code search MCP server: Tree-sitter AST chunking + voyage-code-3 embeddings + hybrid retrieval (sqlite-vec + FTS5 + RRF) + Voyage rerank-2.5 + call graph expansion. Runs locally from the semcode-mcp Python package.
MCP server Claude CodeCodexCursor
Cognitive memory system with hybrid retrieval, entity graphs, and memory lifecycle. 98.1% R@5 on LongMemEval. Runs locally from the engram-memory-system Python package.
MCP server Claude CodeCodexCursor
MCP server "kiro-total-recall" as configured in danilop/kiro-total-recall. Runs locally from the kiro-total-recall Python package.
fazerluga-creator/shared-memory
MCP server Claude CodeCodexCursor
MCP server "shared-memory" as configured in fazerluga-creator/shared-memory. Runs locally from the shared-memory Python package.
MCP server Claude CodeCodexCursor
MCP server "nvidia-mcp" as configured in holm-digital-io/nvidia-mcp. Runs locally from the nvidia-mcp Python package.
MCP server Claude CodeCodexCursor
The memory layer for AI coding tools. Local-first, developer-specific, works everywhere. Runs locally from the @aman_asmuei/amem npm package.
MCP server Claude CodeCodexCursor
Local cross-project knowledge and research library for LLM workflows. Runs locally from the openlmlib Python package.
Tamaz-sujashvili/senior-code-mcp
MCP server Claude CodeCodexCursor
MCP server "senior-code-mcp" as configured in Tamaz-sujashvili/senior-code-mcp. Runs locally from the senior-code-mcp Python package.
MCP server Claude CodeCodexCursor
MCP server for persistent memory using Qdrant vector store. Runs locally from the @taraksh011/memoryhub npm package.
MCP server Claude CodeCodexCursor +2
Trinity v8.2.0: Memory Operating System — Multi-Agent Shared Memory, 50-Layer Guardian Chain, 129-Paper Brain-Inspired Alignment, GraphQL API, Raft Cluster, BM25+Jieba Chinese Retrieval. Runs locally from the trinity-memory Python package.
MCP server Claude CodeCodexCursor
22 x402 pay-per-call utility tools for AI agents — scrape, validate, embed, store, moderate, notify, convert, prevent loops. No accounts, no API keys. USDC on Base via the x402 protocol. Runs locally from the @melis-ai/x402-tools-mcp npm package. Needs 2 environment variables to run.
MCP server Claude CodeCodexCursor
Local-first memory system for AI agents with hybrid search and graph reasoning. Runs locally from the cozo-memory npm package.
mcp-tool-shop-org/tool-compass
MCP server Claude CodeCodexCursor
Semantic MCP tool discovery gateway - find tools by intent, not memory. Runs locally from the tool-compass Python package.
CyprianFusi/MCP-rag-with-Chromadb
MCP server Claude CodeCodexCursor
MCP server "6-mcp-rag-with-langchain" as configured in CyprianFusi/MCP-rag-with-Chromadb. Runs locally from the 6-mcp-rag-with-langchain Python package.
MCP server Claude CodeCodexCursor +2
Universal long-term memory layer for AI agents via MCP. Runs locally from the mnemon-memory Python package.
MCP server Claude CodeCodexCursor
MCP server "exocortex" as configured in shawnhack/exocortex. Runs ./packages/mcp/dist/index.js with node.
MCP server Claude CodeCodexCursor
MCP server for knowledge base functionality - Coming Soon. Runs locally from the mcp-knowledge-base npm package.
MCP server Claude CodeCodexCursor
Local hybrid retrieval (BM25 + embeddings + RRF) for agent memory and codebases — one SQLite file, MCP server included. Runs locally from the shelfmark-rag Python package.
MCP server Claude CodeCodexCursor
MCP server "synccontext" as configured in infinitylabs-io/SyncContext. Runs locally from the synccontext Python package.
artificemachine/obsidian-semantic-mcp
MCP server Claude CodeCodexCursor +2
MCP server "obsidian-semantic-mcp" as configured in artificemachine/obsidian-semantic-mcp. Runs locally from the obsidian-semantic-mcp Python package.
MCP server Claude CodeCodexCursor
Local-first, graph-linked persistent memory for AI coding agents (MCP server + CLI). Runs locally from the trailmem Python package.
MCP server Claude CodeCodexCursor
Give every AI agent perfect memory of your codebase — offline. Local knowledge + context engine with CLI and MCP. Runs locally from the @ixxrllg/localmind npm package.
MCP server Claude CodeCodexCursor
MCP server "supermem" as configured in LaxRaj/supermem. Runs locally from the supermem npm package.
MCP server Claude CodeCodexCursor
MCP server "cortexmem" as configured in gonzalonicolasr/cortexmem. Runs locally from the @gonrocca/cortexmem npm package.