The real catalog of tools for AI agents

Cloudflare Workers MCP server: embedding-search

TwelveLabs MCP: video indexing, search, analysis, and embeddings for AI applications.

Bilingual dual memory with SSC for AI agents. Semantic search, embeddings, profiles.

Read-only semantic search MCP server for Obsidian vaults using local Ollama embeddings.

Search the web, generate AI responses, and create embeddings with real-time information

Local semantic search — embedding-powered grep for files, zero external services.

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools

MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.

Search self-contained .pikelet knowledge artifacts over MCP — no vector DB, no embedding API.

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

MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.

BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.

Premium agentic endpoint for cross-modal-embedding-aligner-mcp.

Helps AI coding agents integrate MetaMask Embedded Wallets (Web3Auth) SDKs.