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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.
Databricks Docs MCP
MCP server providing semantic search over 3,181 Databricks documentation pages for AI assistants
PR Distiller
Extract reusable coding rules from your team's PR review history and serve them to AI coding assistants in real-time via MCP.
Agentic Gen AI Frameworks MCP VectorDB
A comprehensive collection of modern Agentic AI and Generative AI frameworks used to build autonomous, multi-agent, and production-ready AI systems. Covers LangChain, LangGraph, C…
Rag Search MCP
Go-based MCP retrieval service for RAG: semantic search across docs and code using Ollama and Chroma.
Private Knowledge Agent
基于 LangGraph + MCP + FastAPI(SSE) + Streamlit 的本地知识库问答助手
M4STCLAW
M4STCLAW v3 — MCP-native autonomous AI mesh network with multi-provider routing, failover, memory, and task automation.
Neoforge Kb MCP
Minecraft Neoforge API Knowledge Base Document Ingest + MCP Server
Openai Study Mode Clone
An intelligent AI tutoring system that uses Socratic teaching methods to guide students through personalized learning experiences. Built with OpenAI Agents SDK and Google Gemini,…
AI Engineering Handbook
Autonomous AI Agent Architecture & Multi-Model Systems
Unity Kb MCP
Unity Knowledge Base Document Ingest + MCP Server
Blender Kb MCP
Blender Knowledge Base Document Ingest + MCP Server
SEC RAG MCP
MCP server with a RAG pipeline over SEC EDGAR 10-K filings: section-aware chunking, BGE embeddings, ChromaDB, Loughran-McDonald sentiment, and year-over-year filing comparison.
LRDISCO2 RAG MCP
MCP server for Retrieval-Augemented-Generation of Land Rover Discovery 2 maintenance information
Rag Starter
Keyless local RAG (ChromaDB) with traceable citations — MCP + FastAPI
Ragy
Temporal memory for your AI agents, financial research, and knowledge workflows.
AI Orchestrator
Multi-provider AI router with cost tracking, RAG memory and live dashboard. Routes tasks across Claude, OpenAI, DeepSeek and Gemini via CLI and MCP server.
Agent Dev Kit
Banking AI Agent with MCP & RAG - Production-ready customer service assistant using Google ADK, Model Context Protocol for secure data access, and Retrieval Augmented Generation f…
Annal
Semantic memory server for AI agent teams. MCP server, ChromaDB or Qdrant, local ONNX embeddings.
Intelligent Agentic Research Assistant
Autonomous Multi-Agent Research Assistant powered by CrewAI, SQLite Long-Term Memory (LTM), and stdio Model Context Protocol (MCP). Evolving from hybrid RAG to a cooperative agent…
Finlens
AI financial document copilot - chat with PDFs, Excel & CSVs, run financial analysis, and connect to QuickBooks via MCP
Yojaka AI Profile Matching Engine
Intelligent AI Recruiter Assistant - Agentic Profile Matching Engine with LangGraph State Machine, MCP Dual Gateway, Hybrid RAG, and Async Task Infrastructure.
Memory Mesh
🧠 Local-first MCP server giving Claude, ChatGPT and Gemini shared memory with conflict detection
RegAI
AI-powered regulatory compliance engine. Automates gap analysis across GDPR, SOC 2, and HIPAA using multi-agent RAG pipelines, and generates audit-ready reports with citations.
SATWISE AI
BOSS HACKATHON TRACT 2
Data Catalog Assistant
RAG-powered data catalog assistant: semantic search, data lineage, change-impact analysis, and NL->SQL - exposed via a Gradio UI, a FastAPI REST API, and a protocol-compliant MCP…
Polypalace
Personal AI assistant for Claude Desktop. Synthesizes activity across multi-project folder, Brave bookmarks, Telegram saved messages. Fork of MemPalace with multi-source synthesis…
Dev Guide
Hands-on Model Context Protocol (MCP) servers built while completing the "Complete MCP Developer Guide" course — from a local stdio server to OAuth-secured, RAG, and a live deploy…
Any Context Releases
Agnostic Local AI Agent with 3-Level Long-Term Memory, Multi-Workspace RAG, High-Performance REST API, and native Model Context Protocol (MCP) server for Claude & Cursor.
Codesage
Graph-Augmented Code Intelligence RAG engine pairing deterministic AST call graphs with dense vector search to boost direct-callee Recall@8 from 0.0% to 53.3% (+53.3 pp) under a 5…
EduAgent
Autonomous AI agent that automates academic admin for university professors — course planning, PFE tracking, and student email triage ,RAG-based student FAQ chatbot
Memory Star
Local semantic memory MCP server for AI coding agents (Cursor, VS Code, OpenCode)
Pdf Rag MCP
PDF-based RAG + MCP system using ChromaDB, DeepSeek and LangChain
Quant Research Vault
Local arXiv/OpenAlex ingestion and MCP retrieval pipeline; 18,492 SQLite rows at audit time.
AI Recruiter Agentic
Agentic AI Job Application Assistant: discovers LinkedIn jobs, ranks them against your Résumé, and tailors Résumé + Cover Letter with Human-in-the-Loop approval. Built with DeepAg…
AI MCP Fastmcp Remote Public
Remote MCP server over HTTP-streamable, resumable transport — multi-user, cloud-deployed, with Gmail/Calendar/Salesforce(JWT)/RAG integrations.
Enterprise Rag Clinical Guidelines
Enterprise RAG assistant with ChromaDB, source-grounded citations, MCP retrieval tools, and retrieval evals over public CMS policy docs.
Rag MCP Agent
RAG agent over the Russian Civil Code: 1736 articles chunked into 2543 passages in ChromaDB, exposed to a LangGraph ReAct agent through an MCP tool server. Ships a 20-query evalua…
Clinical Decision Support
Multi-agent clinical decision support POC — LangGraph debate, risk gates, HITL review (Python, Postgres, Chroma, Gradio, MCP) — synthetic data only
Rag Portfolio
MCP and RAG service with FastAPI, ChromaDB, local embeddings, Docker, tests and pluggable LLM providers
Django Rag MCP Education Chatbot
A Django-based AI education chatbot using RAG, MCP tools, SQLite live DB access, PDF knowledge base, NVIDIA OpenAI-compatible API, and study plan generation.
Weather MCP RAG Assistant
MCP-based AI weather assistant using OpenWeather API, RAG, ChromaDB, LangChain, and Groq LLM.
Spendiq Prototype
Conversational AI copilot over procurement, AP, and contract data — grounded answers with citations to specific rows and clauses. Built for the TechTorch AI & Data Engineer challe…
Argus AI Reliability Platform
Self-healing AI reliability platform: LangGraph multi-agents + MCP tool execution + RAG-grounded Gemini evidence to detect, diagnose, and safely recover from LLM/RAG/agent failure…
DatosVivos
Panorama nacional de datos abiertos para tomadores de decisiones + agente ciudadano NL2SQL verificado sobre +25.000 datasets de datos.gov.co (Next.js + FastAPI + ChromaDB + Claude…
Agentic Doc Search RAG
Self-corrective Agentic RAG with LangGraph - eliminates hallucinations through intelligent relevance grading before answering. Features Streamlit UI, MCP server integration & mult…
Promptenhance
Add relevant code context to your AI prompts using semantic search and vector embeddings.
AI Eng Course Project
AI Agent-Based Nutrition Advisor
Docwise
RAG-in-a-Box — intelligent document understanding for PDF, DOCX, and Markdown. Adaptive parsing, hybrid search (semantic + BM25), and agentic Q&A with citations. Upload, ask quest…
Langgraph Basketball Agent
AI-powered Basketball Assistant built to explore MCP, LangGraph, RAG, Hybrid Search, Text-to-SQL and modern AI Agent architectures using local LLMs.
Rag Brain MCP
Production-grade MCP server for knowledge management with semantic search, Obsidian sync, and 20+ tools