MCP Servers

Chroma MCP Server

★ 26

An MCP server for the Chroma embedding database, providing persistent, searchable working memory for AI-assisted development with features like automated context recall and codebase indexing.

MCP MySQL Server

★ 26

An MCP server based on Spring AI that executes arbitrary SQL queries against a configured MySQL database.

Engram Memory Engine

★ 26

MCP server for engram — persistent, brain-like memory for AI agents.

College Football Data

★ 26

Access college football statistics from the College Football Data API.

MCP Trino Server

★ 25

Integrates with Trino and Iceberg for advanced data exploration, querying, and table maintenance.

PDB MCP Server

★ 25

Access the Protein Data Bank (PDB) for 3D structures of proteins and nucleic acids, with tools for structural analysis and comparison.

KuzuMem-MCP

★ 25

A distributed memory bank MCP tool that stores memories in a KùzuDB graph database, with repository and branch filtering capabilities.

Strapi MCP

★ 25

An MCP server for Strapi CMS, providing access to content types and entries through the MCP protocol.

MCP Registry - Lyra

★ 25

Lyra Registry is a standalone API service that catalogs, scores, and serves metadata for all tools in the Lyra ecosystem. It enables discovery, evaluation, and integration of 800+ crypto, blockchain, DeFi, memecoin, NFT, metaverse, trading tools, MCP tools.

PostgreSQL Full Access MCP Server

★ 25

A full-access PostgreSQL server for MCP with read/write capabilities and enhanced schema metadata.

StockFlow

★ 25

Provides real-time stock data and options analysis from Yahoo Finance, enabling market data access, stock analysis, and options strategy evaluation.

KQL Query Execution

★ 24

Execute KQL queries using Azure authentication. Requires Azure CLI login.

Solana MCP Server

★ 24

Provides comprehensive access to Solana blockchain data using 21 essential RPC methods.

TiDB

★ 24

An MCP server for TiDB, a serverless, distributed SQL database.

Qdrant Memory

★ 24

A knowledge graph implementation with semantic search powered by the Qdrant vector database.

MCP Memory libSQL

★ 24

A persistent memory system for MCP using libSQL, providing vector search and efficient knowledge storage.

Neo4j Knowledge Graph Memory

★ 24

A knowledge graph memory server using the Neo4j graph database to store and retrieve information from AI interactions.

Directus MCP Server

★ 24

An MCP server for Directus CMS, enabling AI clients to interact with the Directus API.

RBDC MCP Server

★ 24

An MCP-based database server with support for SQLite, MySQL, PostgreSQL, and MSSQL.

Superset MCP Server

★ 24

Manage Apache Superset datasets, metrics, and SQL queries.

Hasura GraphQL

★ 23

Interact with a Hasura GraphQL endpoint, enabling schema introspection, queries, mutations, and data aggregation.

dbt-docs

★ 23

MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.

SQLite

★ 23

MCP server for SQLite files. Supports Datasette-compatible metadata!

Apache Gravitino

★ 22

Access Apache Gravitino, a high-performance, federated metadata lake for data and AI.

Membase MCP

★ 22

A decentralized memory layer for AI agents providing secure, persistent storage for conversation history and knowledge.

YantrikDB

★ 22

Cognitive memory for AI agents - persistent semantic memory with knowledge graph and adaptive recall

Elasticsearch

★ 21

Connect to and interact with an Elasticsearch cluster directly from any MCP client using environment variables for configuration.

AWS Athena MCP Server

★ 21

An MCP server for querying and interacting with AWS Athena.

MCP Database Server

★ 21

Connects to and interacts with various database systems like SQLite, PostgreSQL, SQL Server, and MongoDB.

Seq MCP Server

★ 21

Search and stream events from a Seq server.