MegaMemory MCP Server

by 0xK3vin• 735•• Scanned•Claim this listing•Request removal
Coding Agentsagentic codingaiai agentsclaude codecode context

Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.

MegaMemory is an open-source mcp server by 0xK3vin, written mainly in TypeScript, with 735 GitHub stars and the MIT license. Its code was last updated May 3, 2026. The latest npm release is megamemory 1.6.2, published May 3, 2026, with 208 downloads last week.

Scan summary: scanned Nov 5, 2026 at commit e0bb3c2. No capabilities flagged by our checks. Scan policy

aboutREADMEsecurityreviews

What MegaMemory can touch

  • Run shell commandsNot seen in this scan
  • Run dynamic codeNot seen in this scan
  • Read or write filesNot seen in this scan
  • Read environment and secretsNot seen in this scan
  • Control a web browserNot seen in this scan
  • Connect to databasesLikely, from its own description
  • Read or send messagesNot seen in this scan
  • Touch money or tradingNot seen in this scan
  • Connect to the internetNo connections seen while running

"Not seen" means our checks did not find it, and the tool may still do it. Covers commit e0bb3c2, Nov 5, 2026. See the scan policy.

Before you install MegaMemory

AgenticMart scanned MegaMemory on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.

What it can access

  • An MCP server is a program your AI app starts and talks to. A local one runs with your user's permissions: it can see the files, environment variables and network your account can.
  • Based on its description and topics, it likely needs to connect to a database.

Before you install

  1. Give it a read-only database user unless it must write.
  2. Pin the version you reviewed instead of always installing the latest release.
  3. Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
  • Maintained by 0xK3vin on GitHub, 735 stars and 75 forks. Popularity is not proof of safety.
  • Last code change: May 3, 2026.
  • Open-source license: MIT.
Read the scan reportWhat our scan checks

Tools MegaMemory exposes (9)

Listed by the server itself during our scan of commit e0bb3c2.

  • understand

    Query the project knowledge graph. Call this before starting any task to load relevant context about concepts, features, and architecture. Returns matched concepts with their children, edges, and parent context.

  • get_concept

    Look up a concept by its exact ID. Returns the concept with its full context including children, edges, incoming edges, and parent. Unlike 'understand' which uses semantic search, this does exact ID matching. Use this when you know the specific concept ID.

  • create_concept

    Add a new concept to the knowledge graph. Call this after completing a task to record new features, components, patterns, or decisions you built. Include specific details: parameter names, defaults, file locations, and rationale.

  • update_concept

    Update an existing concept in the knowledge graph. Call this after completing a task that changed existing features or components. Only include fields that changed.

  • link

    Create a relationship between two existing concepts.

  • remove_concept

    Soft-delete a concept from the knowledge graph. The concept and its removal reason are preserved in history.

  • list_roots

    List all top-level concepts in the knowledge graph with their direct children. Call this at the start of a session to get a high-level project overview.

  • list_conflicts

    List all unresolved merge conflicts in the knowledge graph, grouped by merge_group. Each group contains competing versions with full data. Call this when the user runs /merge to begin AI-assisted conflict resolution.

  • resolve_conflict

    Resolve a merge conflict by providing the correct resolved content. Read both conflict versions, verify against the current codebase, then provide the accurate resolved summary. Do NOT just pick a side — write the truth.

MegaMemory is an open-source mcp server by 0xK3vin, written mainly in TypeScript. Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.

At a glance

Stars
735
Forks
75
Language
TypeScript
License
MIT
Created
Feb 2026
Last update
May 3, 2026
Type
MCP Server
Price
Free

Topics

agentic-codingaiai-agentsclaude-codecode-contextcoding-agentembeddingsknowledge-graphllmmcpmcp-serveropencodepersistent-memorysqlitetypescript

Questions about MegaMemory

What is MegaMemory?

Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.

Who maintains MegaMemory?

MegaMemory is maintained by 0xK3vin on GitHub (0xK3vin/MegaMemory). AgenticMart lists it from public repository data.

Is MegaMemory safe to use?

AgenticMart scanned MegaMemory on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.

What license does MegaMemory use?

It is published under the MIT license.

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