Elasticsearch
Integrates with Elasticsearch to enable index management, document indexing, and powerful search capabilities across large datasets.
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Qdrant Vector Database
Provides a vector database for storing and retrieving code snippets through semantic search using Docker containers and sentence-transformers embeddings
Gatherings (Expense Sharing)
Provides a robust expense-sharing solution for social gatherings, enabling creation of events, member management, expense tracking, and automated reimbursement…
DART-MCP
Perform financial analysis using the DART API and Claude.
CData Oracle SCM
A read-only MCP server for querying live Oracle SCM data, powered by the CData JDBC Driver.
Waqi - AI Privacy Layer
Waqi — hosted MCP server that redacts PII from your business tools before the AI sees them. Audit log included.
RAG MCP Server（RAGDB)
MCP対応のRAGシステム。Markdownドキュメントをベクトル化し、自然言語で高速検索。LibSQL、Qdrant、PostgreSQLに対応してます。
MySQL MCP Server Docker
MySQL MCP (Model, Controller, Presenter) server implementation using Docker
Mnemon — Persistent Layered Memory for AI Agents
Persistent 4-layer memory (episodic, semantic, procedural, resource) backed by SQLite FTS5. Fact versioning, Snowball stemming (EN+RU), BM25 ranking…
Chroma
Integrates with Chroma vector database to enable collection management, document operations, and vector search capabilities for knowledge bases and…
Tools
A local server to query and interact with Markdown knowledge bases by tags, text, slug, or date.
Optimized Memory
Integrates with SQLite to provide a persistent knowledge graph for efficient memory management and relationship modeling across conversations.
Memory PouchDB
Provides a knowledge graph-based memory system using PouchDB for storing and retrieving entity relationships and observations, enabling persistent…
PDF Search
Built for Zed to enable semantic searching of PDF documents using a Qdrant vector database and OpenAI embeddings.
Healsens FHIR MCP
# healsens-fhirmcp Open-source, conformance-aware MCP server for FHIR R4 and R5. `healsens-fhirmcp` is Healsens' MCP implementation for healthcare systems that…
Supabase
Supabase is an open source Firebase alternative built around Postgres, auth, storage, edge functions, and project tooling. Its remote MCP server connects…
Local Context Memory MCP
A production-ready persistent memory system for AI agents, offering searchable memory across sessions with semantic search and support for multiple database…
bricks and context
Production-grade MCP server for Databricks: SQL Warehouses, Jobs API, multi-workspace support.
Lipsky Memory
Turso database-powered server for tracking project entities, maintaining contextual memory, and handling transactional workflows across software development…
ArcKnowledge (Custom RAG)
Bridges AI systems to custom knowledge base APIs for retrieval-augmented generation across multiple text and image sources with configurable authentication and…
Agentmemory
MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase +…
Grantai
Fast, sub millisecond, local on device long term memory for LLMs, Coding Tools and AI Agents. Recall exact details from yesterday of five years ago. Install in…
Ogham Mcp
Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2%…
MCP-Mem0: Your Gateway to Long-Term Agent Memory 🚀
MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!