SSyncDev

Agent MCP Server — keshrath/agent-knowledge

Cross-session memory for AI agents - knowledge graph, scoring, semantic search

Local serverstdioPython

What is the Agent MCP Server?

Cross-session memory for AI agents - knowledge graph, scoring, semantic search

What the server does

Knowledge base with category filtering TF-IDF ranked session search

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Agent MCP Server

{
  "mcpServers": {
    "agent-knowledge": {
      "command": "npx",
      "args": ["agent-knowledge"]
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Example prompts to try

  • “Use Agent to Cursor.”
  • “Use Agent to Aider.”
  • “Use Agent to Continue.dev.”

Frequently asked questions

Cross-session memory for AI agents - knowledge graph, scoring, semantic search Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.

Alternatives to the Agent MCP Server

Memory

Official

Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.

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Sequential Thinking

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A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.

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OpenAkashic

Shared long-term memory vault for AI agents with 20 MCP tools.

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Sticky

Persistent memory and context for your agent, on a board you can see. Capped, so it stays small.

Knowledge & Memory

Gitlab-mcp

📖 Documentation → Setup guides, environment variables, and the full tool reference live on the hosted docs site.

Developer Tools

Nb

MCP server wrapping the nb CLI for LLM-friendly note-taking

Knowledge & MemoryPython