Dgraph
Connects language models to Dgraph graph databases, enabling DQL queries, mutations, and schema management for seamless database interactions without context…
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DuckDB Knowledge Graph Memory
Provides a pluggable knowledge graph memory server for flexible storage and retrieval within compatible systems, offering enhanced customization through…
mcp-memory-graph
Persistent memory for AI agents using a semantic knowledge graph. Store, retrieve, and connect memories with semantic search — so your AI remembers context…
flakiness-knowledge-graph-mcp
Builds a knowledge graph of flaky tests from Playwright run history
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…
Neo4j Knowledge Graph Memory
Provides a Neo4j-powered knowledge graph storage solution for maintaining complex relationships between data points with persistent memory across conversations…
Yantrikdb
Cognitive memory for AI agents — persistent semantic memory with knowledge graph and adaptive recall
Knowledge Graph Memory Server
Enables persistent memory for Claude using a knowledge graph stored in local JSON files.
Knowledge Graph Memory Server
Enables memory for Claude using a knowledge graph with fuzzy semantic search and persistent storage.
Knowledge Graph
A knowledge graph-driven persistent memory layer for coding agents and LLM workflows.
Unreal Engine Knowledge Graph
Search concept relationships in the Unreal Engine official documentation using a Neo4j-powered knowledge graph.
Mcp Agents Basic
This repository provides a basic MCP (Model Context Protocol) server and agent setup. It runs an MCP server using fastmcp and an MCP agent using gradio and…
google-adk-mcp
Using Google ADK with and MCP server written for the repair_world_application
BioGRID MCP server
<img src="logo/combined-logo.png" width="1000" /> # BioGRID MCP server This is a Model-Context-Protocol (MCP) endpoint server that unlocks BioGRID’s 2 × 10⁷…
Novyx MCP
Persistent memory for AI agents. 72 MCP tools for remember, recall, rollback, audit,
Paigy
Text, push, or call your phone when an agent needs input mid-task. Reply by voice instead of babysitting a long-running or blocked terminal.
Report Needs
# report-needs <!-- mcp-name: io.github.JarvisOnM4/report-needs --> [](ht…
Network - AI
Multi-agent orchestration MCP server with atomic shared blackboard, FSM governance, per-agent budget enforcement, and adapters for 12 AI frameworks including…
human.menu
Local MCP server for human.menu with non-custodial x402 payments
Synmerco — Trust Infrastructure For Ai Agent Commerce
46 MCP tools for AI agent commerce. Escrow with $1K Shield Protection, on-chain reputation (ERC-8004), semantic agent search, confidential escrow (HIPAA/GDPR)…
Voiceflow MCP Client
# Voiceflow MCP Client A Node.js client for the Model Context Protocol (MCP) that integrates with remote MCP servers to provide tools for your Voiceflow Agent…
ScriptMaster Agentic Vending Router
# mcp-x402-xrpl > **x402 HTTP payment middleware for MCP servers — XRPL, Xahau, XAH, RLUSD.** > The first production-ready x402 facilitator for the XRP Ledger…
Calculator SSE
# 🧮 Step by step Implementation of MCP Server and Integration into Microsoft Copilot Studio and Github Copilot Agent This is a demo Node.js + TypeScript MCP…
MCP-dump
Dump of all the MCP (model context protocol) servers