A local codebase index for agents: hybrid search, dependency graphs and change impact analysis
MCP servers
Neo4j Labs MCP servers: Cypher queries on a graph, graph memory for agents, Aura management and data modeling
Google's MCP server for deploying apps to Cloud Run from an agent, with service listing and log reading
Resend's official MCP server: send and read email, manage contacts, broadcasts, domains and webhooks from your agent
DuckDB / MotherDuck MCP Server
DuckDB / MotherDuck Local MCP Server
An MCP server for SQL analytics on DuckDB: local files, in-memory databases, S3-hosted databases and MotherDuck
Confluent MCP server for Kafka: topics, messages, Flink SQL, Schema Registry and connectors
Google Cloud's MCP server and Gemini CLI extension for GKE clusters: resources, logs, deploys, costs and upgrade risks
Official Auth0 MCP server: tenant applications, Actions, logs and users via the Management API
Google's official remote MCP server: grounds agent answers about Google Maps Platform development in current docs
Official Pinecone MCP server: documentation search, index creation, record upserts and search from your agent
Official HashiCorp Vault MCP server: mounts, KV secrets and PKI certificates from an agent