Vector Search

CodeFundi MCP server for codebase mapping and blast-radius analysis.

MCP server: convert PNG/JPG to SVG from Claude, Cursor & any MCP client. By Pic2Vector.

Local, private RAG second brain over your Claude Code & Codex transcripts, served back to both agents as an MCP server.

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

Semantic + structural code search MCP server for AI-native development.

Semantic code & doc search with keyword boost. AST code nav, auto HF mirror, local, privacy-first.

AI Memory & Knowledge Management MCP Server — 32 tools, BM25 R@5=95%, hybrid search (RRF), knowledge graph, analytics, cloud sync, Obsidian compatible. Works with Claude Code, Cursor, Gemini CLI, Windsurf, hermes-agent.

Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.

Transform any GitHub repository into searchable vector embeddings. MCP server with smart indexing, voyage-context-3 embeddings, and semantic search for Claude/Cursor IDEs.

FF-Occam MCP — Native AOT .NET 10 host with 15 MCP tools for live web extraction into clean Markdown, with a locally-signed verifiable receipt. Zero-config install via npx.

Save tokens while coding — your AI agent gets structured code context, not file dumps.

Local RAG system for AI agent memory using ChromaDB and sentence-transformers

Local-first document management and semantic search for AI coding agents

Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.

Model Context Protocol (MCP) server for LightRAG - 30 fully working tools with complete RAG and Knowledge Graph integration

Semantic search over local folders of code and docs, with a code-search encoder running on your CPU.

EU-native web scraping for AI agents. scrape pages, map sites, run background jobs, check usage.

Cited, OSV-gated, injection-hardened web briefs for coding agents. Verified, never raw web.

Memory for coding conventions and standing instructions that persists across sessions.

DeSciX CLI and MCP Server - Unified command-line interface for DeSciX platform