ForkMind
🧠 Local-first LLM state branching & debugging. Capture, visualize, branch, and regression-test LLM calls as a DAG. Free & local via Ollama, any…
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Neo4j MCP Server
A read-only query service for Neo4j graph databases.
Mengram
Human-like memory layer for AI agents with semantic, episodic, and procedural memory types, cognitive profiling, knowledge graph, and 12 MCP tools.
Beever Atlas
Open-source LLM knowledge base that turns team chat (Slack, Discord, Teams, Mattermost) into a typed knowledge graph and auto-generated wiki, exposed via a…
Obsidian Hybrid Search
Local-first MCP server for searching private Obsidian vaults with hybrid full-text, fuzzy, semantic, and wikilink graph retrieval.
MCP Code Graph
Analyze and visualize code graphs using CodeGPT.
Subgraph MCP Server
Allows LLMs to interact with Subgraphs available on The Graph Network.
Contextful
Highly efficient context management for agentic AI: MCP code search, evidence packs, graph context, and memory for large projects.
IWE
Knowledge graph MCP server for searching, reading, and refactoring hierarchical markdown documents
Booboo
Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP — with a 3D viewer that renders up to a million nodes.
Booboo
Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP, with a live 3D viewer.
Microsoft To Do MCP
Interact with Microsoft To Do using the Microsoft Graph API.
SYKE - AI Code Impact Analysis
Live dependency graph and impact analysis MCP server for AI coding agents. Runs PASS/WARN/FAIL build gates before code changes to prevent cascade failures…
CIE - Code Intelligence Engine
Local code analysis MCP server with 25+ tools: semantic search, call graph tracing, dependency analysis, and symbol navigation. Built with Tree-sitter and…
MIE - Memory Intelligence Engine
Persistent knowledge graph MCP server that gives AI agents shared memory across sessions and providers. Stores facts, decisions, entities, and events with…
Kumbukum
Open-source shared AI memory and team knowledge layer with 44 MCP tools for notes, memories, URLs, emails, projects, graph search, semantic search, and Git…
Maguyva
Code intelligence for coding agents: semantic, AST, graph, and full-text search, symbol lookup, dependency analysis, and one-call task context across 279+…
Provenio
Art provenance intelligence: 282,731-node knowledge graph over Getty Provenance Index, Knoedler stock books, and wartime-restitution records — every answer…
NexNex
Organizational context & memory for AI agents. Connect 100+ tools into one knowledge graph via 47 MCP tools.
The Daily Lesson
Deterministic education API � 162K words, 47 languages, structured 5-phase lessons (Hook, Story, Wonder, Action, Wisdom), quizzes, and a knowledge graph. 19…
Kg
Lightweight knowledge graph Browse Kg MCP Server for Claude, Cursor, VS Code, and other AI agents.
Obsidian-in-a-Vat
AI-native knowledge vault MCP server: capture thoughts, auto-promote to structured notes, and build a knowledge graph with Louvain clustering, all from Claude…
Pretensor
Connect your data architecture, create a knowledge graph and serve MCP tools for AI to retrieve precomputed models, connections and context.
gamedai
MCP server for live NFL and fantasy football data, powered by gamedai Scout: player grades, start/sit calls, and a grounded football knowledge graph.