Model Context Protocol (MCP) Server Directory

Build a FastMCP Neon Postgres server giving autonomous agents instant copy-on-write database branching and sub-500ms isolated testing sandboxes.

Build a FastMCP Vespa server delivering sub-4ms hybrid dense-sparse search and multi-phase tensor ranking for high-concurrency autonomous agent swarms.

Build a high-throughput Apache Pulsar event streaming MCP server with FastMCP to route real-time multi-agent messages with sub-millisecond consumer latency.

Build a high-performance ArangoDB multi-model MCP server with FastMCP to query native graph relationships and JSON documents with sub-4ms traversal latency.

Build a ScyllaDB NoSQL MCP server with FastMCP to deliver sub-2ms key-value retrieval and distributed state storage for long-running agent swarms.

Build an InfluxDB 3.0 real-time telemetry MCP server with FastMCP to enable sub-5ms time-series aggregations and metric filtering for agent swarms.

Build a Meilisearch hybrid search MCP server with FastMCP to deliver sub-2ms typo-tolerant full-text and semantic retrieval for coding agent swarms.

Build a high-performance MongoDB Atlas Vector Search MCP server with FastMCP to enable sub-4ms hybrid semantic retrieval for autonomous agent swarms.

Build an AWS Redshift Serverless MCP server using FastMCP and Data API to execute sub-15ms SQL query pushdowns for autonomous data analyst agent swarms.

Build a Couchbase Capella MCP server using FastMCP and N1QL to deliver sub-3ms document retrieval and hybrid vector search for autonomous AI agent swarms.

Build an Apache Pinot real-time OLAP MCP server in Python to enable autonomous agent swarms to query billions of telemetry events with sub-8ms latency.

Build a TiDB serverless HTAP analytics MCP server in Python to provide autonomous agent swarms with hybrid transactional and analytical SQL execution in 4ms.