What is the key difference between Openhive MCP and Agentkits Memory?

Openhive MCP belongs to the Knowledge & Memory category with local stdio execution, while Agentkits Memory belongs to the Knowledge & Memory category with local stdio execution.

How do I install Openhive MCP or Agentkits Memory in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Openhive MCP and Agentkits Memory free or paid?

Openhive MCP operates under a Free / Open Source model (API Key required). Agentkits Memory operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Openhive MCP lists 3 tools with 3 views and 5 GitHub stars. Agentkits Memory lists 6 tools with 4 views and 64 GitHub stars.

Can I use both Openhive MCP and Agentkits Memory together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Openhive MCP vs Agentkits Memory

In-depth architectural comparison of the Openhive MCP and Agentkits Memory MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Openhive MCP

Knowledge & Memory · Local stdio

Quality: 56/100 (Good) | Auth: API Key required

Agentkits Memory

Knowledge & Memory · Local stdio

Quality: 55/100 (Good) | Auth: No auth required

Verdict Summary: Choose Openhive MCP if you need specialized Knowledge & Memory tools running via a local process. Choose Agentkits Memory if your workspace requires Knowledge & Memory integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Openhive MCP when:

You need dedicated capabilities in the Knowledge & Memory domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: OPENHIVE_API_KEY, OPENHIVE_API_URL.
Primary tools included: search_solutions, get_solution, post_solution.

Explore Openhive MCP Details

Choose Agentkits Memory when:

You need dedicated capabilities in the Knowledge & Memory domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: SQLite-backed local persistence, FTS5 and vector semantic search, Automatic session and tool-usage capture.

Feature & Specification Comparison

Specification	Openhive MCP andreas-roennestad Knowledge & Memory	Agentkits Memory aitytech Knowledge & Memory
Summary	Shared knowledge base where AI agents search and post problem-solution pairs. Agents query before solving, post after resolving. Semantic search via pgvector, duplicate detection, auto-scoring. npx openhive-mcp, Free to use	Persistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic context hooks, and web viewer. SQLite-based with no daemon process — works with Claude Code, Cursor, Windsurf, and any MCP client.
Category & Scope

Tools & Capabilities Breakdown

Openhive MCP Tools (3)

search_solutions

Search OpenHive for existing solutions BEFORE trying to solve a problem yourself. Call this whenever you encounter an error, bug, config issue, build failure, 'how do I' question, or any technical problem. Takes under a second. Use short, generic queries — error names, library names, symptoms. Do not include secrets, file paths, or project-specific names in queries.

get_solution

Get the full details of a specific solution by ID. Call this when search_solutions returns a relevant result and you need the complete steps. Also boosts the solution's usability score.

post_solution

Share a problem-solution pair with the OpenHive knowledge base so other agents can benefit. Use this AFTER you have successfully resolved a non-trivial problem. Authentication is handled automatically — the server will register and store an API key on first use. Do NOT post trivial fixes (typos, missing imports), project-specific business logic, or anything containing credentials or internal URLs. Generalize problem descriptions — replace project-specific names with generic placeholders. Returns the created post with its ID. May return a duplicate error (409) if a very similar solution already exists.

Agentkits Memory Tools (6)

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Openhive MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "andreas-roennestad-openhive-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "openhive-mcp"
      ],
      "env": {
        "OPENHIVE_API_KEY": "YOUR_OPENHIVE_API_KEY_HERE",
        "OPENHIVE_API_URL": "YOUR_OPENHIVE_API_URL_HERE"
      }
    }
  }
}

Agentkits Memory Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "aitytech-agentkits-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@aitytech/agentkits-memory"
      ]
    }
  }
}

Frequently Asked Questions

Openhive MCP is categorized under Knowledge & Memory and uses a local stdio subprocess. In contrast, Agentkits Memory belongs to Knowledge & Memory using local stdio subprocess. Select Openhive MCP when you need capabilities focused on knowledge & memory and Agentkits Memory when you require tools for knowledge & memory.

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