x-archive-rag
Local-first MCP tools for searching and drafting from your X/Twitter archive.
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Memory-Plus
a lightweight, local RAG memory store to record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working…
TranscriptFetch MCP Server
Model Context Protocol (MCP) server for TranscriptFetch: fetch YouTube transcripts, search, channels, and playlists from any MCP client.
ckg-agentforce
Salesforce AgentForce as a traversable knowledge graph — 40 nodes, Einstein Trust Layer, $2-per-resolution billing path, 11x fewer tokens than RAG. MCP-native.
🧠 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…
Right Reasons
Structured business ontology giving AI agents deterministic access to institutional reasoning — 18 MCP tools, Dolt backend, 0% → 100% "why?" recall vs…
Decodo MCP Server
Decodo MCP Server – connect AI tools like Claude, Cursor, and other LLM clients to Decodo's Web Scraping API to extract data from any site, with built-in proxy…
Hypabase
Hypergraph database for AI agents. Store n-ary relationships (edges connecting 2+ nodes), track provenance (source and confidence), and query paths — all…
🔍 MCP Server - Vector Search
MCP Server to improve LLM context through vector search.
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…
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
Oopsbot
The OopsBot MCP Server is a Model Context Protocol (MCP) implementation that provides AI agents with comprehensive test case generation and management…
Minime
Universal infinite memory layer for Developer AI assistants. One shared brain across Claude, Cursor, Windsurf & more. 100% local, built on MCP standard. Stop…
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…
Context Keeper
**Context Keeper** 基于LLM驱动的智能上下文记忆管理系统，专为AI Agent提供企业级记忆能力。
Qdrant MCP Server
A Model Context Protocol (MCP) server implementation for RAG
Better Fetch
A powerful Model Context Protocol (MCP) server that intelligently fetches and processes web content with nested URL crawling capabilities. Transform any…