io.github.Indhar01/memograph
MCP server · Indhar01
- On your machine
io.github.Indhar01/memograph is an MCP server published by Indhar01. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-11.
Graph-based memory system for LLMs with knowledge graphs and semantic search.
- Marketplaces
- 1
- Where it runs
- On your machine
memograph - Largest published figure
- 4 Stars (GitHub) · Official MCP Registry
- First seen
- 2026-10-11
- Last change
- None recorded
- Verified mark
- Not marked
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 0.4.0 | Forks (GitHub): 1 Stars (GitHub): 4 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What it can do
Runs on your machine: the AI tool starts this PyPI package locally: memograph
- Tools it declares
- Not published
- Environment variables it asks for
- 7 secrets among them: 2
What changed
Nothing has moved on this plugin since we started watching it.
The publisher
Indhar01 · Repository: github.com/indhar01/memograph
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
- mcp-external-memory io.github.daedalus/mcp-external-memoryAn MCP server that gives LLMs persistent, searchable semantic memory
- mcp-server io.github.GabrielaHdzMicrosoft/mcp-serverAn MCP server that provides visual memory and context storage with knowledge graph capabilities
- mnemograph io.github.tm42/mnemographEvent-sourced knowledge graph memory for AI coding agents with semantic search
- yantrikdb-mcp io.github.yantrikos/yantrikdb-mcpCognitive memory for AI agents — semantic recall, knowledge graph, and contradiction detection
- neuromcp io.github.AdelElo13/neuromcpSemantic memory for AI agents with hybrid search, knowledge graph, and consolidation
- cozo-memory io.github.tobs-code/cozo-memoryLocal-first memory system for AI agents with hybrid search and graph reasoning
- memory com.humaux/memoryPersistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas.
- shodh-memory io.github.varun29ankuS/shodh-memoryCognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
- memory-nexus-mcp io.github.KairosMobius/memory-nexus-mcpPersistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.
- memory-lean io.github.zamansheikh/memory-leanToken-lean memory for AI agents: a knowledge graph searched cheaply. Drop-in for server-memory.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
- engram io.github.tstockham96/engramIntelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.
- agent-knowledge io.github.keshrath/agent-knowledgeCross-session memory for AI agents - knowledge graph, scoring, semantic search
- ember-memoryPersistent semantic memory for Claude Code. Stores knowledge in a local ChromaDB vector database and automatically retrieves relevant context on every message using Ollama bge-m3…
- memex io.github.STiFLeR7/memexTemporal engineering context for agents via MCP.
- claude-code-plugin-for-goodmem-a-memory-infra-for-agentsWith this plugin, you can operate Goodmem's memory infra in plain English, to create, manage, and orchestrate embedders, rerankers, and LLMs, to ingest and create memories from…
Has a listing on Claude Code: claude-plugins-official (5)
- figmaFigma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
- mcp-server io.github.cap-js/mcp-serverModel Context Protocol (MCP) server for AI-assisted development of CAP applications.
- mdk-mcp-server io.github.SAP/mdk-mcp-serverModel Context Protocol (MCP) server for AI-assisted development of MDK applications.
- firebase-mcp io.github.firebase/firebase-mcpGives AI development tools Firebase-specific capabilities and expertise.
- lumenPrecise local semantic code search via MCP. Indexes your codebase with Go AST parsing, embeds with Ollama or LM Studio, and exposes vector search to Claude through an MCP server…
Has a listing on Claude: knowledge-work-plugins (5)
- figmaFigma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
- langfuseSkills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.
- Grafana Cloud MCPHosted MCP server for AI-assisted Grafana Cloud observability — no local installation required.
- pixeltableBuild multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.
- qdrant-skillsAgent skills for Qdrant vector search covering scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across…
Has a listing on Codex: openai-curated (openai/plugins) (5)
- NVIDIASkills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…
- OpenAI DevelopersBuild with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
- GranolaGranola MCP connects your meeting history to ChatGPT so your assistant can pull real context from past conversations while you work. Use MCP when you're already working on…
- Plugin EvalEvaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
- NotionNotion workflows for implementation planning, research synthesis, meeting preparation, and knowledge capture.
Has a listing on Community GitHub marketplaces (5)
- FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge gFastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge graph (graphify…
- FastMCP server for surgical queries against a vault knowledge graph (NetworkX noFastMCP server for surgical queries against a vault knowledge graph (NetworkX node-link JSON).…
- NotesLocal markdown notes: ranked + semantic search, tags, todos, and a wiki-link knowledge graph.
- bettermemory io.github.0Mattias/bettermemoryMemory for coding agents, checked against the filesystem and git before it is believed.
- 4da-mcp-server io.github.4DA-Systems/4da-mcp-serverUpgrade intelligence for AI agents: what an upgrade changes, where it touches your code, CVE scans.
Has a listing on Copilot CLI: github/awesome-copilot (5)
- figmaFigma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
- go-mcp-developmentComplete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a…
- typescript-mcp-developmentComplete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating…
- kotlin-mcp-developmentComplete toolkit for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library. Includes instructions for best…
- chat-fork-mapMaps branching Copilot conversations so parallel follow-up questions and exploration paths from complex tasks or learning can be navigated without losing context. Its visual…
Has a listing on Copilot CLI: github/copilot-plugins (5)
- mcp-appsGenerate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
- microsoft-365-agents-toolkitToolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
- workiqQuery Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
- canvas-appsBuild Power Apps Canvas Apps using the Canvas Authoring MCP server.
- model-appsBuild and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…
Has a listing on Cursor: cursor/plugins (5)
- Continual LearningIncremental transcript-driven memory updates for AGENTS.md using high-signal bullet points only.
- MemCapture, search, and organize notes and collections.
- Ralph LoopIterative self-referential AI loops using the Ralph Wiggum technique.
- OrchestrateFan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.
- AdvisorConsult a stronger model before major decisions, when stuck, and before declaring done.
Has a listing on Docker MCP Catalog (5)
- mcp-neo4j-memory io.github.neo4j-contrib/mcp-neo4j-memoryMCP Neo4j Knowledge Graph Memory Server
- Kagi SearchThe Official Model Context Protocol (MCP) server for Kagi Search & other tools.
- Memory (Reference)Knowledge graph-based persistent memory system.
- Prometheus MCP ServerMCP server providing Prometheus metrics access and PromQL query execution for AI assistants
- OpenMeshDiscover and connect to a curated marketplace of MCP servers for extending AI agent capabilities.
Has a listing on Official MCP Registry (5)
- mcp-external-memory io.github.daedalus/mcp-external-memoryAn MCP server that gives LLMs persistent, searchable semantic memory
- mcp-server io.github.GabrielaHdzMicrosoft/mcp-serverAn MCP server that provides visual memory and context storage with knowledge graph capabilities
- mnemograph io.github.tm42/mnemographEvent-sourced knowledge graph memory for AI coding agents with semantic search
- yantrikdb-mcp io.github.yantrikos/yantrikdb-mcpCognitive memory for AI agents — semantic recall, knowledge graph, and contradiction detection
- neuromcp io.github.AdelElo13/neuromcpSemantic memory for AI agents with hybrid search, knowledge graph, and consolidation
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Is this your plugin?
Prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and can put its remote endpoint on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.