PDF Search
Built for Zed to enable semantic searching of PDF documents using a Qdrant vector database and OpenAI embeddings.
Directory
Search MCP Servers
Azure Cosmos DB
Enables natural language interaction with Azure Cosmos DB for querying, creating, and managing databases, containers, and items through Go-based tools…
Solr Vector Search
Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured…
Vnsh
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OneTool MCP
🧿 One MCP for developers - No tool tax, no context rot. 100+ tools including Brave, Gemini, Context7, Version Checker, Excel, File Ops, Database, Chrome…
Scalix Cloud
Agent-operable cloud platform: database, AI, functions, containers, storage and auth over one remote MCP endpoint with 50 tools.
Scalix Cloud
The agent-native cloud: database, functions, AI, storage, computers. 55 tools, one API key.
Statey
Agent-native hosted database over MCP: collections and validated records shared across every AI chat, with versioned schemas and attribution.
Epsilla
Integrates with Epsilla databases using pyepsilla to enable efficient creation, manipulation, and querying of vector data.
Notion
Integrates with Notion to enable database and page operations, content management, and AI-powered analysis for enhanced productivity workflows.
Notion
Integrates with Notion workspaces to enable database operations, page management, block manipulation, and search functionality for seamless document creation…
Qdrant Retrieve
Enables semantic search across multiple document collections using Qdrant vector database integration, allowing natural language queries with configurable…
Sequential Thinking
Sequential Thinking is an MCP server that provides a tool for dynamic and reflective problem-solving through a structured, step-by-step thinking process. It is…
Supabase
Supabase is an open source Firebase alternative built around Postgres, auth, storage, edge functions, and project tooling. Its remote MCP server connects…
ATLAS
A task management system for LLM agents to manage projects, tasks, and knowledge using a Neo4j database for complex workflow automation.
Memory Service
Integrates with ChromaDB using sentence transformers for efficient text embedding, enabling semantic search and content recommendation via websocket…
Firebase
Enables Firebase Authentication, Firestore, and Storage operations for developers building applications that require seamless backend service integration.
DuckDB
Execute SQL queries and analyze data in DuckDB databases.
Google Cloud
Integrates with Google Cloud services to provide direct access to Logging, Spanner, and Monitoring resources within conversations through authenticated…
VideoDB
Server for advanced AI-driven video editing, semantic search, multilingual transcription, generative media, voice cloning, and content moderation.
Supabase
Interact with Supabase databases, storage, and edge functions.
Outlook Email Processor
Integrates with Outlook to provide email processing, semantic search, and metadata storage capabilities using MongoDB and SQLite, enabling advanced analysis…
SQLite (Node.js)
A Node.js MCP server for interacting with local SQLite databases, runnable via npx.
Qdrant Knowledge Graph
Integrates a knowledge graph with semantic search capabilities, enabling efficient storage, retrieval, and querying of structured information for context-aware…