Official MCP Servers

Chroma

429

Provides a Model Context Protocol (MCP) server implementation with database capabilities powered by Chroma for LLM applications.

MotherDuck

368

Enables SQL analytics capabilities for Claude by integrating MotherDuck and local DuckDB.

Graphlit

368

Enables integration between Model Context Protocol (MCP) clients and the Graphlit service for content ingestion and knowledge retrieval.

E2B

349

Enables Claude to execute code using E2B sandboxes via the Model Context Protocol.

Apify Actors

337

Enables AI applications to use Apify Actors as tools for performing specific tasks like data extraction and web scraping.

Kagi

229

Enables Claude to access and utilize the Kagi search engine for enhanced conversational AI experiences.

ForeverVM

224

Securely executes stateful Python code in sandboxed environments designed to run indefinitely.

Milvus

197

Provides access to Milvus vector database functionality through the Model Context Protocol (MCP).

Opik

187

Provides a Model Context Protocol (MCP) implementation for the Opik platform, enabling seamless IDE integration and unified access to LLM application data.

Search1API

158

Provides search and crawl functionality using Search1API through a Model Context Protocol (MCP) server.

Meilisearch

155

Enables interaction with Meilisearch through Large Language Model (LLM) interfaces via a Model Context Protocol (MCP) server.

Xero

151

Connects the Model Context Protocol (MCP) to Xero's API for standardized access to accounting and business features.

Langfuse Prompts

147

Enables access and management of Langfuse prompts through the Model Context Protocol.

Make

141

Enables Make scenarios to be utilized as callable tools by AI assistants.

StarRocks

128

Bridges AI assistants with StarRocks databases, enabling direct SQL execution and database exploration.

Logfire

127

Enables LLMs to retrieve application telemetry data, analyze distributed traces, and use results from SQL queries executed via Logfire APIs.

AgentQL

127

Integrates AgentQL's data extraction capabilities as a Model Context Protocol server.

AgentRPC

121

Connect functions across different languages and network boundaries to AI agents.

Dart

121

Connects Dart AI project management tools to AI assistants through the Model Context Protocol.

Chronulus Agents

103

Enables chatting with Chronulus AI forecasting and prediction agents within Claude.