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mcp server qdrant

by @Jimmy974

A Machine Control Protocol (MCP) server that enables storing and retrieving information from a Qdrant vector database with semantic search capabilities.

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mcp gitlab

by @rifqi96

A Model Context Protocol server that enables interaction with GitLab accounts to manage repositories, merge requests, code reviews, and CI/CD pipelines through natural language.

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Fetch Browser

by @TheSethRose

A headless browser MCP server that allows AI agents to fetch web content and perform Google searches without API keys, supporting various output formats like Markdown, JSON, HTML, and text.

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mcp codebase insight

by @tosin2013

A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.

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mcp neo4j knowledge graph

by @mjftw

Enables storage and retrieval of knowledge in a graph database format, allowing users to create, update, search, and delete entities and relationships in a Neo4j-powered knowledge graph through natural language.

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solr mcp

by @allenday

A Python server that enables AI assistants to perform hybrid search queries against Apache Solr indexes through the Model Context Protocol, combining keyword precision with vector-based semantic understanding.

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openrouterai

by @heltonteixeira

Provides integration with OpenRouter.ai, allowing access to various AI models through a unified interface.

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ragdocs

by @heltonteixeira

Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings, allowing users to add, search, list, and delete documentation with metadata support.

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serveMyAPI

by @Jktfe

A personal MCP server for securely storing and accessing API keys across projects using the macOS Keychain, letting AI assistants and applications retrieve credentials through natural language.

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myAImemory mcp

by @Jktfe

An MCP tool that synchronizes user preferences, personal details, and code standards across multiple Claude interfaces, allowing users to maintain consistent personalized AI interactions without repeating themselves.

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airtable mcp server

by @domdomegg

A Model Context Protocol server that provides read and write access to Airtable databases. This server enables LLMs to inspect database schemas, then read and write records.

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intervals mcp server

by @mvilanova

Connects Claude with the Intervals.icu API to retrieve fitness data including activities, workouts, wellness metrics, and training events.

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obsidian mcp

by @newtype-01

This project implements a Model Context Protocol (MCP) server for connecting AI models with Obsidian knowledge bases. Through this server, AI models can directly access and manipulate Obsidian notes, including reading, creating, updating, and deleting notes, as well as managing folder structures.

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dbhub

by @bytebase

Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc.

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app builder

by @baidubce

Search web using baidu with AI.

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mcp servers kagi

by @ac3xx

Kagi search API integration

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shopify py mcp

by @kishimoto-banana

MCP server that integrates with Shopify API, allowing Claude Desktop users to retrieve and manipulate product information from Shopify stores.

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mcp paradex py

by @sv

A Model Context Protocol server implementation that enables AI assistants to interact with the Paradex perpetual futures trading platform, allowing for retrieving market data, managing trading accounts, placing orders, and monitoring positions.