Teleport Documentation
Search and query Teleport's documentation using embeddings stored in a local Chroma vector database.
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Search MCP Servers
German Family Business Knowledge Graph
Query a Neo4j graph database containing a knowledge graph of German family businesses.
SJ RedM MCP Server
A versatile MCP server for RedM development, providing access to RDR3 discoveries, framework documentation, native functions, and database operations.
AI Knowledge System
An enterprise-ready system to archive AI conversations from ChatGPT and Claude into a Supabase database.
Gremlin
Interact with any Gremlin-compatible graph database using natural language, with support for schema discovery, complex queries, and data import/export.
Manticore Search
MCP server for Manticore Search — query and manage search database
Notion Content Database
Manage content databases in Notion using the Notion API.
Work Memory MCP Server
Manages work memories and shares context between AI tools using a local SQLite database.
OrionBelt Analytics
Analyzes relational database schemas (PostgreSQL, Snowflake, and Dremio) and automatically generates comprehensive ontologies in RDF/Turtle format with direct…
Pinecone
Read and write to a Pinecone vector database using the Model Context Protocol.
Qdrant MCP Server
Semantic code search using the Qdrant vector database and OpenAI embeddings.
mcp-drawdb
Interact with drawdb database diagrams in the browser. Open https://drawdb.icen.ai/editor before using.
UniProt MCP Server
Fetch protein information from the UniProt database.
PubMed Search
Search for biomedical literature from the PubMed database.
Xata MCP server
The Xata MCP server lets AI assistants and agents interact with your Xata organizations, projects, and Postgres database branches.
Yatabase
Managed graph database (Cypher + SPARQL + SQL) with native MCP endpoint — AI agents query graphs directly, $0 egress, free tier.
Lipsky Memory
Turso database-powered server for tracking project entities, maintaining contextual memory, and handling transactional workflows across software development…
Qdrant Retrieve
Enables semantic search across multiple document collections using Qdrant vector database integration, allowing natural language queries with configurable…
KuzuMem-MCP
A distributed memory bank MCP tool that stores memories in a KùzuDB graph database, with repository and branch filtering capabilities.
Krimto
Open-source memory for AI coding agents. Tell your agent to "remember" something in Cursor, Claude Code, Codex, or Gemini CLI, and Krimto saves it as a plain…
Graphiti
Customized Graphiti MCP server for brainstorming knowledge graphs with specialized entity types for ideas, themes, stakeholders, constraints, and creative…
Aleph-10: Vector Memory MCP Server
Vector Memory MCP Server - An MCP server with vector-based memory storage capabilities
RagWiser
RagWiser is a Retrieval Augmented Generation (RAG) system built with Spring Boot that enables users to upload PDF documents, process them, and ask questions…
Engram
Engram is a production-ready memory system that gives AI agents persistent, searchable memory across conversations. Think of it as SQLite for agent state -…