Gemini AI MCP Server

Encodes text data into videos that can be quickly looked up with semantic search.

Zero-config knowledge base for AI coding agents. Loads your markdown docs into a searchable database and exposes them as MCP tools — search, read, and manage documentation without leaving your editor. Works instantly with SQLite (no setup), upgrades to PostgreSQL + pgvector for hybrid semantic search. Includes skills for searching docs (/gnosis:search), health checks (/gnosis:status), doc management (/gnosis:manage), and first-time setup (/gnosis:setup). 6 MCP tools, 3 resources, FTS5 keyword search, 176 tests.

Fetches the latest news headlines from the Boring News API.

A semantic search server for codebases using Qdrant, featuring intelligent GitHub issue and project management.

Query computer component prices from Taiwan's CoolPC website to generate AI-assisted price quotes.

Discover public A2A agents on the Agently platform using its public API.

A server for performing deep web searches using the @just-every/search library, requiring API keys via an environment file.

A Location-Based Service (LBS) providing geospatial APIs for geocoding, POI search, route planning, and more.

Semantic search using the Qdrant vector database.

Semantic code search using the Qdrant vector database and OpenAI embeddings.