The real catalog of tools for AI agents

Hosted MCP front door to the Vectorize API: raster-to-vector tracing to SVG, PDF, EPS or DXF.

In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.

Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.

Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.

Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.

x402-gated semantic vector cache for agent swarms: Redis-backed similarity lookup. Paid in USDC.

Create professional SVG artwork, icons and vector logos from a prompt, or vectorize any image.

Probes vector-database endpoints for unauthenticated exposure of embeddings/RAG data

Semantic document memory using Redis vector store. Save and recall files with natural language.

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node

Deterministic SVG perception for LLM agents — measures, never guesses. MCP server.

MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.

Persistent context for AI agents built fromlearned vectors with certainty scores.

Persistent memory and knowledge graph for AI assistants — keyword + vector + graph search.

A collaborative substrate over your data: vector, knowledge graph, SQL, geospatial, streaming.

GitHub repository vectorizer and context synthesizer for RAG pipelines.

NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments

Clean Markdown extraction, 1200 DPI vector SVGs, and multi-modal capsules for agents.

Generate and vectorize clean, editable SVG graphics from text, images, or both.

Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.