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MCP servers tagged chromadb
188 live MCP servers tagged "chromadb", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with chromadb.
Eshoplite
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.
Chromadb Remote MCP
Remote MCP server for ChromaDB
Chroma
MCP server for Chroma
Knowledgemcp
Model Context Protocol (MCP) server for local vector storage & semantic search (ChromaDB, OCR, async ingestion).
Mnemotree
Memory module for LLMs and Agents with MCP
Code Firewall MCP
A structural similarity-based code security filter for MCP (Model Context Protocol). Blocks dangerous code patterns before they reach execution tools by comparing code structure a…
Agent Brain
Local-first RAG memory for AI agents: hybrid + GraphRAG search, MCP server with OAuth 2.1, plugin for Claude Code / OpenCode / Codex.
IvenKooLab/loci
mcp`.
AI Memory Vault
Persistent memory layer for AI coding agents — SQLite + FTS, ChromaDB semantic search, and optional DynamoDB team sync. Query-first, so agents check accumulated knowledge before t…
Roampal
Memory that learns what works.
GenAI AgenticAI From Zero To Production
Learn GenAI and Agentic AI from Zero to Production
Shokunin
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. ChromaDB memory, MCP servers, declarative self-updates. Multi-model, open source, zero cost.
FinchBot
FinchBot is an AI Agent framework that empowers agents with true autonomy, built on LangChain v1.2 and LangGraph v1.0. With fully async architecture, agents gain the ability to se…
Multi Agent Orchestration
Production ready LangGraph multi-agent orchestration template with supervisor routing, FastAPI + Streamlit chat UI, MCP tool calling, local RAG + knowledge graph retrieval, Postgr…
Kb Arena
Benchmark 19 retrieval architectures (vector, contextual, QnA, knowledge graph, LightRAG, hybrid, RAPTOR, PageIndex, BM25, metadata-filtered, temporal, rerank, HyDE, multi-query,…
Knowledge Rag
Local RAG System for Claude Code — Hybrid search + Cross-encoder Reranking + Markdown-aware Chunking + 12 MCP Tools. No external servers, pure ONNX in-process.
Claude Total Memory
Persistent memory MCP server for Claude Code & Codex CLI — self-improving agent with 4-tier search, 20 tools
Total Agent Memory
Persistent memory for Claude Code & Codex CLI. Auto-extracted knowledge graph, multi-representation embeddings, 3D WebGL ▎ visualization. LongMemEval R@5=97.45%. Self-hosted, O…
1c Templates MCP
MCP-сервер с семантическим поиском по шаблонам кода 1С (BSL). 2200+ шаблонов, CRUD веб-UI с Monaco Editor, ChromaDB + embeddings.
Orionbelt Analytics
Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/OWL ontologies with SQL mappings for fan-trap-free Text-to-S…
Zerikai Memory
A standalone local-only Python MCP server that gives any IDE persistent, workspace-isolated memory. works with any IDE supporting MCP servers
RAG McpKnowledge
基于RAG和Qwen AI的MCP协议知识库系统，为开发者提供精准的AI驱动问答与文档检索功能。通过集成官方MCP文档与向量搜索技术，打造用户友好的学习MCP协议界面。
Rag Server MCP
⚠️ DEPRECATED - Use https://github.com/SylphxAI/coderag instead
Signal
A portfolio reimagined as a multi-service agentic platform.
Docs To MCP Server
MCP server that exposes documentation search tools for AI assistants
ContextFS
Universal AI Memory Layer - Cross-client, cross-repo context management with RAG. Works with Claude Code, Claude Desktop, Gemini CLI, and any MCP client.
Resonant Archive
Local-first semantic search for your ChatGPT, Claude, and AI conversation history. Python CLI + MCP server for Claude Desktop. Uses sentence-transformers + ChromaDB. No API keys,…
Interviewpilot AI
AI-powered interview preparation platform built with LangGraph, RAG, FastAPI, and MCP. Simulates adaptive technical interviews, evaluates answers, and generates personalized study…
LaptopAI Agent
Fully local, privacy-first autonomous AI agent for laptop management — LangGraph reasoning loop, Ollama local LLM, ChromaDB RAG, MCP server, SHA-256 chained audit log. Zero API ke…
Rag With Chromadb
🗂️ Build a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.
Claude Continuity
Archived: Early MCP memory experiment for Claude Desktop (2026). Superseded by Mem0 and others.
Gr0m Mem
Zero-install persistent memory brain for Claude Code and Claude Desktop. Stops re-asking and re-deriving across sessions. SQLite FTS5 default, ChromaDB + Ollama on the semantic br…
MergeFlow AI
Open-source AI agent that automates documentation, QA, ticket updates, and release workflows after every merged pull request.
Agentic Finance System
An AI finance assistant that forecasts crypto and stock moves with honest confidence ranges, lets an LLM fact-check every call against the news and tracks its own record in public…
RepoMind
Multi-agent AI system that understands a Python codebase: RAG, a Neo4j knowledge graph, and AST static analysis, behind an MCP server/client and a human-approval gate for the one…
Claude Vps Setup Prompt
Harden a Hetzner Ubuntu 24.04 VPS with Claude Code: SSH, UFW, fail2ban, updates, and optional Tailscale setup
AnticLaw
LawMemory. Local-first knowledge base for LLM conversations. Folder = project, file = chat. Import from Claude & ChatGPT, search across everything, connect to Claude Code via MCP.…
Biomedical Rag Research Assistant
Biomedical RAG assistant for PubMed documents featuring hybrid ChromaDB and BM25 retrieval, MiniLM embeddings, RRF, grounded citations, guardrails, MCP tools, FastAPI, Streamlit,…
Obsidian Chromadb Self Evolving Kb
面向 Markdown 知识库的自进化 RAG 检索引擎：BGE 向量 + BM25 + RRF 融合检索，两阶段 Rerank，反馈驱动 BGE 微调闭环（离线闸门保障安全上线）。开箱自证检索质量，支持 Obsidian 同步与 FastAPI/MCP 服务。
FLUX Agentic Finance System
AI-powered finance platform: a FastAPI + XGBoost prediction agent with purged walk-forward CV and conformal uncertainty bands, behind a full digital-wallet frontend.
Efsa Additives Rag
Asistente RAG (LangGraph + ChromaDB + MCP) sobre reevaluaciones de aditivos alimentarios de la EFSA
Memorius
Memorius is a self-contained, agent-agnostic memory system that gives LLMs and AI agents persistent, searchable memory with a hierarchical knowledge organization. Drop-in with mul…
Law Company Agent
️AI-powered Chinese Company Law expert —GraphRAG + 6-Agent collaboration ▎ system with RRF fusion, knowledge graph reasoning & streaming SSE | 基于 ▎ GraphRAG 的新《公司法》AI 助手
Personal Memory
基于MCP协议的个人AI记忆服务，为各种AI客户端提供长期记忆能力
Mempalace Extended
Extension of the original MemPalace with document ingestion, image assets, MCP tooling, and folder watch.
Chroma MCP Custom
This is an enhanced fork of the original chroma-core/chroma-mcp project, featuring FastMCP architecture, streamable HTTP transport, and additional enhancements for production use.
SammelsuriumMCP
This is a simple server application built using FastMCP, designed to handle various tools for retrieving information such as weather forecasts, web searches, Wikipedia queries, an…
A Mem MCP Server
A-MEM Agentic Memory System - MCP Server for IDE Integration (Cursor, VSCode) | Dual-Storage: ChromaDB + NetworkX DiGraph with explicit typed edges | Based on Zettelkasten
Clinic Bot
AI-powered medical clinic chatbot using Model Context Protocol (MCP) with Google Gemini AI. Features appointment management, clinic information retrieval via ChromaDB vector searc…
Unified Search MCP
MCP server for unified semantic search across research artifacts — papers, experiments, hypotheses, notes. Built on FastMCP + ChromaDB + SQLite FTS5.