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MCP servers tagged chromadb
226 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.
Local MCP RAG
The MCP tool can then be used inside VS Code / MCP-enabled clients to search local internal documentation using natural language. Uses persistent embedding using minilm-l6-v2, sup…
Anamne
Brain-inspired local-first memory layer for Claude, Cursor, and any MCP-compatible AI tool. Three memory layers (episodic / scratchpad / working), ACT-R activation decay, 21 MCP t…
Vibecode Project
VibeCode creates cryptographically verified Digital Twin snapshots—immutable PDFs that serialize entire codebases with full restoration. Powered by large-context LLMs, it combines…
Codebase Qa
Ask questions about any GitHub repo in natural language. Local embedding + ChromaDB + LLM with cited code paths (Anthropic + OpenAI-compatible)
Langent MCP One Click Kit
내 문서(PDF·TXT·MD 등)를 AI가 읽고 검색하게 만들고 3D 지식 성운으로 시각화하는 Windows 원클릭 키트. MCP로 Claude·Cursor 등 AI 도구에 연결. 한/영 왕초보 가이드 포함.
Pmem Project Memory Tool For Claude Code
Local-first RAG memory for Claude Code. Semantic search over your project's docs, decisions, and history. No external APIs. Setup in 2 minutes.
Claude Code Stack Zh
专为中文团队打造的 Claude Code / Cursor 增强工具栈 (MCP) | 团队记忆 + 代码上下文 + 中文规范
TalkDB
MCP-native autonomous data analyst. Natural language → validated SQL, with multi-turn conversation, statistical insight agent, proactive watchdog, dual-path verification, and a co…
Agentos MCP
Persistent Cognitive Layer for AI Agents — MCP Server with memory, goals, reflection, and autonomous daemon
Topaz Network Assistant
MCP-сервер для сетевых коммутаторов: RAG по документации и 19 инструментов диагностики и генерации конфигураций
Shopify Support Agent
AI customer support agent for a Shopify store. LangGraph state machine, self-built MCP server over the Admin GraphQL API, RAG with citations, layered guardrails, and an eval harne…
Commerceos AI
Agentic AI Capstone: An Autonomous multi-agent e-commerce platform powered by LangGraph orchestration, CrewAI fraud analysis, and 5 specialist AI agents — Support (RAG), Invent…
AI Concepts
A dual-language workspace of AI/LLM projects in TypeScript and Python — LangChain, LangGraph, RAG, vector stores, MCP, and more. Includes concept docs, agents, RAG pipelines, and…
Resilio
AI cybersecurity advisor for SMBs - LangGraph ReAct agent with RAG over NIST CSF / SP 800-53 / CIS Controls v8, MCP HTTP server, Langfuse tracing, RAGAS eval.
Agent IA
Agent IA conversationnel basé sur l'utilisation d'outils, piloté depuis une interface terminal.
FlockParser
Distributed document RAG system with intelligent GPU/CPU orchestration. Auto-discovers heterogeneous nodes, routes workloads adaptively, and achieves 60x+ speedups through VRAM…
Rabbitai
Open-source AI code reviewer that auto-reviews GitHub PRs LangGraph agents, knowledge graph blast-radius detection, mem0 persistent memory Zero cost, self-hostable.
Agentcrew Mcn
Your AI marketing team. Works 24/7. Never asks for a raise. AI MCN 自动推广工具 — 你的AI营销团队，24小时在线工作，不领工资。
Searching Apple Notes
Search Apple Notes semantically with Claude Code. BGE-M3 embeddings, ChromaDB, fully local. Drop-in skill — no MCP setup, no API keys.
Project Vectorizer
A CLI tool that vectorizes codebases, stores them in a database, tracks changes, and serves them via MCP (Model Context Protocol) for AI agents like Claude, Codex, and others.
Claude Skills For Computational Designers
Build Claude Code skills for computational design, parametric modeling, simulation, BIM scripting, and fabrication in AEC
Claude Warmup
Shift Claude Code’s 5-hour window reset with a scheduled warmup message so you avoid dead time and keep working longer
Clinical Doc Intelligence
AI-powered FDA drug label intelligence platform — production RAG with 5-stage retrieval, multi-agent orchestration, clinical guardrails, and 54 automated tests
Kolaw
Korean law aggregator: legalize-kr (offline) + korean-law-mcp + lexguard-mcp unified behind one FastAPI
Multi Agents Dnd Game
D&D AI game master built with Strands SDK — multi-agent orchestration using MCP, A2A protocol, and RAG-based rules lookup
GIS
GIS — Autonomous GitHub Issue Solver. RAG-powered CLI agent + MCP server. pip install gis-cli
Apartment Hunter
Rental apartment aggregator with MCP server, polygon search, and LLM scoring - built for Kazakhstan (krisha.kz)
MetatraderMCP
MCP server for MetaTrader MQL4/MQL5 documentation (4853 entries). Provides AI assistants with complete MQL reference for Expert Advisor development.
RAG Based Movie Selector With Gilhari And ORMCP
A RAG-based movie recommendation engine using ChromaDB for semantic search and an ORMCP/Gilhari backend for structured data retrieval.
FlockParser Legacy
Legacy version of FlockParser PDF processing system
Project Aether
🧠 A decentralized, event-driven AI Lifeform for Discord — featuring MCP (Model Context Protocol), microservices architecture, vector memory, and autonomous server management.
Docs To AI
A production-ready RAG that runs as an MCP server, which enables LLMs (like Claude or any other LLM that supports MCP) to query your documents using semantic search. Organizes doc…
Multi Agent System A2a MCP
A production-style multi-agent system that generates context-aware briefs. Built on MCP + A2A, with persistent memory (Chroma), dynamic tool routing, self-critique, distributed tr…
AI Capstone Lab
Production-style multi-agent LLM system for autonomous inventory procurement — LangGraph + RAG + guardrails + human-in-the-loop + MCP
Query Genie
🧞 Transform natural language into actionable insights with QueryGenie, a robust AI platform for intelligent database interaction and real-world deployment.
Tech Radar Agent
Local AI-agent research copilot: hybrid retrieval (E5 + BM25 + RRF + cross-encoder), bounded ReAct agent with deterministic citation validation, FastAPI + React chat UI, and a rea…
MtgRulesAgent
Local RAG MCP server answering Magic: The Gathering rules questions, grounded against the comprehensive rules doc
My Finance MCP
Bare-bones Model Context Protocol server that stores personal finance transactions in ChromaDB and lets Claude run semantic queries against them.
Thinklys
RAG-based learning platform with a TypeScript agentic layer: custom MCP server exposes user-scoped tools over uploaded documents; a Claude tool-use agent drives them, with prompt…
CloudVoice Agent
MCP-based Voice-Ops Agent for Sustainable Cloud Infrastructure Operations.
Irishpulse
Multi-agent EU AI Act compliance system for Irish SMEs. LangGraph orchestrator routes queries across 3 specialist agents (ReAct, RAG, Tree-of-Thought). ChromaDB + BM25 hybrid retr…
Docmind MCP
Semantic document retrieval system, exposed via MCP, for AI agents like Claude
Ponder
Agentic RAG that grades its own retrieval, rewrites weak queries, cites sources, and self-critiques its answer — with a live reasoning timeline. LangGraph + local BGE embeddings +…
Multi Agent Strategy Evaluation
LangGraph-based multi-agent strategy generation, tool planning, RAG, trace observability, and evaluation.
AgenticRAG Router
A production-style RAG pipeline where an LLM agent chooses its own retrieval strategy through MCP, benchmarked against static baselines on 1,000 real biomedical questions.
Medallion Data Dictionary Rag System
RAG chatbot that auto-generates and searches a data dictionary over a Databricks medallion lakehouse, using Claude + Voyage AI + ChromaDB
Support Ops Copilot
Multi-agent customer support ticket resolver built with LangGraph, FastAPI & ChromaDB. Grounds replies in a real knowledge base, verifies with an AI guardrail, and requires human…
Personal RAG BOT
Personal RAG Bot built using LangChain Python Framework and Streamlit for UI
Ticket Rag
Hybrid MCP + RAG system for querying and summarizing GitHub issues using local LLMs, vector search, and semantic routing via Ollama. Capability Highlight: Demonstrates hybrid AI…
Biosphere
The Biosphere was not built because we could. It was built because we had to.