Ragdocs icon

Ragdocs

115

Enables semantic search and retrieval of documentation using a vector database, allowing users to add and query documentation from URLs or local files using natural language.

Meilisearch icon

Meilisearch

115

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

Solon Ai icon

Solon Ai

115

Enables Java AI application development for various scenarios, supporting LLM, Function Call, RAG, and more.

Discord icon

Discord

115

Integrates Discord with Model Context Protocol (MCP) clients, such as Claude Desktop, enabling interaction with Discord servers.

OpenAPI icon

OpenAPI

115

Generates MCP tool definitions directly from OpenAPI specifications, enabling AI agents to access APIs described by standard specifications.

JetBrains Model Context Protocol icon

JetBrains Model Context Protocol

114

Enables integration between Large Language Models (LLMs) and JetBrains IDEs by providing a server-side implementation for handling Model Context Protocol (MCP) requests and extension points for custom tools.

Vibe Check icon

Vibe Check

114

Implements strategic pattern interrupts in AI workflows to prevent cascading errors and tunnel vision.

Code Index icon

Code Index

114

Index, search, and analyze code repositories with large language models using a Model Context Protocol server.

RagRabbit icon

RagRabbit

114

Enables AI-powered search and LLM.txt generation for your website with self-hosting capabilities.

Servers Archived icon

Servers Archived

114

Provides archived reference implementations of Model Context Protocol servers that are no longer maintained.

Simple PubMed icon

Simple PubMed

113

Enables searching and querying of the PubMed medical research database through the Entrez API.

BigQuery icon

BigQuery

113

Enables Large Language Models to inspect BigQuery database schemas and execute queries.

Apple Notes icon

Apple Notes

113

Allows Claude to read and utilize content from your local Apple Notes database.

Instagram DMs icon

Instagram DMs

113

Enables programmatic sending of Instagram direct messages through a Model Context Protocol server.

Buttplug icon

Buttplug

113

Enables LLM programs to query and control Genital Interface Devices within the Buttplug.io ecosystem.

Ollama MCP Client icon

Ollama MCP Client

113

Enables local LLMs to interact with Model Context Protocol (MCP) servers using Ollama, facilitating tool use.

Demo Mcp On Amazon Bedrock icon

Demo Mcp On Amazon Bedrock

113

Demonstrates how to enhance ChatBot applications using Amazon Bedrock with the Model Context Protocol (MCP) to enable seamless integration with external systems and data sources.

Cli icon

Cli

112

Provides fine-grained control over Model Context Protocol (MCP) clients, servers, and tools.

Dynatrace icon

Dynatrace

112

Enables interaction with the Dynatrace observability platform directly within development workflows.

Solana Agent Kit icon

Solana Agent Kit

112

Enables Claude AI to interact with the Solana blockchain through a standardized Model Context Protocol interface.

Laravel Loop icon

Laravel Loop

112

Connects Laravel applications with AI assistants using the Model Context Protocol.

Discord icon

Discord

112

Enables LLMs to interact with Discord channels for sending and reading messages.

Quick Data icon

Quick Data

111

Facilitates agentic data analysis on JSON and CSV files for AI models like Claude Code.

Notion icon

Notion

111

Provides a standardized interface for interacting with Notion's API as a Model Context Protocol (MCP) server.

K8s Connector icon

K8s Connector

111

Enables interaction with Kubernetes clusters through Model Control Protocol (MCP) tools.

Txtai.rs icon

Txtai.rs

111

Provides Rust bindings for the txtai API, enabling semantic search, LLM orchestration, and language model workflows within Rust applications.

Telegram icon

Telegram

110

Enables large language models to control and interact with Telegram accounts.

Feishu icon

Feishu

110

Enables AI-powered coding tools to access Feishu documents via a Model Context Protocol server.

Dart icon

Dart

109

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

MCP icon

MCP

109

Simplifies building Model Context Protocol (MCP) servers with PHP.

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