🧠 mcp.chroma
A Rust-based MCP server that provides a model‑context–protocol interface to ChromaDB, a vector database for embeddings. It enables collection and document…
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Right Reasons
Structured business ontology giving AI agents deterministic access to institutional reasoning — 18 MCP tools, Dolt backend, 0% → 100% "why?" recall vs…
Your GPT for coding. Contextualize your codebase with a powerfully chained AI
The Search For A Refined Coding ChatGPT for Software Engineers
Hypabase
Hypergraph database for AI agents. Store n-ary relationships (edges connecting 2+ nodes), track provenance (source and confidence), and query paths — all…
🌩️ Databases Storm - Unified Database Management System
🌩️ Unified Database Management System - MCP server for orchestrating Supabase and multiple databases
Ontology Mcp Server
# Ontology MCP Server **Turn ISO 20022 banking messages into a queryable knowledge graph — accessible to any AI agent via MCP.** Banks, fintechs, and payment…
CKG-NVIDIA- AI - Nvidia Developer Stack As A Compressed Knowledge Graph - 20 Domains, 998 Nodes, Agents Traverse Type Dependency Graphs
NVIDIA AI developer stack as a Compressed Knowledge Graph (CKG) — 20 domains, 998 nodes, every prerequisite chain declared as typed edges. Agents traverse…
Crawleo Mcp Server
Crawleo MCP - Web Search & Crawl for AI Enable AI assistants to access real-time web data through native tool integration. Two Powerful Tools: web.search -…
Gemini Embedding 2 Mcp
A powerful Model Context Protocol (MCP) server using gemini embedding 3 that transforms any local directory into an ultrafast, visually-aware spatial search…
CrustAPI
MCP server for CrustAPI. Live Google Search, Maps, News, Images and Reviews for AI agents. Pay only for results.
MCP SOP Server
A Model Context Protocol (MCP) server for accessing and searching Standard Operating Procedures (SOPs) with Italian language support.
Ragora
Search your knowledge bases from any AI assistant. Ragora is a knowledge marketplace that lets you upload, organize, and search documents using hybrid RAG…
AIR Blackbox MCP Server
EU AI Act compliance scanning for Python AI agents. 10 tools that scan, analyze, and fix compliance gaps across LangChain, CrewAI, AutoGen, OpenAI, and RAG…
Colpali MCP Server - Python
mcp server for Colpali (text-rich images) retrieval
Bootstrap python service
Trying to use mcp servers for setting up local rag
Minime
Universal infinite memory layer for Developer AI assistants. One shared brain across Claude, Cursor, Windsurf & more. 100% local, built on MCP standard. Stop…
KognitiveKompanion
KognitiveKompanion is a modern, versatile AI interface for KDE and other desktop environments, designed to provide seamless interaction with AI backends…
Eleata Verify Mcp
Grounding / hallucination guard: verify a claim against evidence
Oopsbot
The OopsBot MCP Server is a Model Context Protocol (MCP) implementation that provides AI agents with comprehensive test case generation and management…
Scavio
MCP server connecting AI agents to Google, YouTube, Amazon, Walmart, TikTok, and Reddit. 21 tools for web search, product lookup, video discovery, and social…
AI - Research Assistant
AI - Research Assistant is a Model Context Protocol (MCP) server that provides AI models with comprehensive access to the Semantic Scholar Academic Graph API…
Qdrant MCP Server
A Model Context Protocol (MCP) server implementation for RAG
Snowflake Cortex MCP Server - NodeJS
This Snowflake MCP server provides tooling for Snowflake Cortex AI features, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client…
Openclaw Fcma
6-tier AI memory system with 28 MCP tools — episodic memory, knowledge graphs, document storage, session ledger, auth & GDP 6-tier AI memory system with 28 MCP…