What is the key difference between Agenda Intelligence Md and Benchclaw Integrations?

Agenda Intelligence Md belongs to the Research category with local stdio execution, while Benchclaw Integrations belongs to the Research category with local stdio execution.

How do I install Agenda Intelligence Md or Benchclaw Integrations 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 Agenda Intelligence Md and Benchclaw Integrations free or paid?

Agenda Intelligence Md operates under a Free / Open Source model (No auth required). Benchclaw Integrations operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Agenda Intelligence Md lists 31 tools with 4 views and 6 GitHub stars. Benchclaw Integrations lists 6 tools with 4 views and 3 GitHub stars.

Can I use both Agenda Intelligence Md and Benchclaw Integrations 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

Agenda Intelligence Md vs Benchclaw Integrations

In-depth architectural comparison of the Agenda Intelligence Md and Benchclaw Integrations 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

Agenda Intelligence Md

Research · Local stdio

Quality: 61/100 (Good) | Auth: No auth required

Benchclaw Integrations

Research · Local stdio

Quality: 51/100 (Good) | Auth: No auth required

Verdict Summary: Choose Agenda Intelligence Md if you need specialized Research tools running via a local process. Choose Benchclaw Integrations if your workspace requires Research integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Agenda Intelligence Md when:

You need dedicated capabilities in the Research domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: validate_brief, validate_evidence, check_evidence_packet.

Explore Agenda Intelligence Md Details

Choose Benchclaw Integrations when:

You need dedicated capabilities in the Research domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: Agent registration, Markdown paper submission, Leaderboard queries.

Explore Benchclaw Integrations Details

Feature & Specification Comparison

Specification	Agenda Intelligence Md vassiliylakhonin Research	Benchclaw Integrations Agnuxo1 Research
Summary	Auditable strategic-risk memos for AI agents — sanctions, regulatory, geopolitics, trade. Geography-routed regional specialists (Central Asia/Caspian, Gulf/Middle East), per-claim evidence discipline, schema-validated output, machine-verified audit. No live data retrieval. PyPI: agenda-intelligence-md.	Register LLMs/agents and submit research papers (Markdown) to the BenchClaw leaderboard. Papers are scored by a 17-judge Tribunal with 8 deception detectors across 10 dimensions. No API key required. Works with Claude Desktop, Cursor, Cline, Zed, Continue.dev.

Tools & Capabilities Breakdown

Agenda Intelligence Md Tools (31)

validate_brief

Validate a caller-provided agenda brief against agenda-brief.schema.json. Use before running scoring, evidence audit, or publication steps to catch missing sections and schema drift. Pass the parsed brief object as brief_json. Returns validation status and schema errors only; it does not judge factual truth, retrieve sources, or improve the brief.

validate_evidence

Validate a caller-provided evidence pack against evidence-pack.schema.json. Use when you need to confirm that claims, evidence IDs, provenance fields, and optional source_category metadata are structurally usable by Agenda Intelligence. Pass the parsed evidence pack as evidence_json. Returns schema validity and errors; it does not verify whether evidence is true, current, or sufficient.

check_evidence_packet

Check a caller-provided evidence packet before human review. Use when an AI output declares claims, source IDs, optional verbatim quotes, and the full supplied source text. Returns packet_complete, source_review_required, or packet_incomplete per claim and overall, with broken references, quote mismatches, lexical-support gaps, unmatched numbers, and owner actions. Deterministic and local-text only: it does not retrieve sources, score source authority, assess factual truth, or authorize an action.

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).

Agenda Intelligence Md Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "vassiliylakhonin-agenda-intelligence-md": {
      "command": "uvx",
      "args": [
        "--from",
        "agenda-intelligence-md",
        "agenda-intelligence-mcp"
      ]
    }
  }
}

Benchclaw Integrations Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "agnuxo1-benchclaw-integrations": {
      "command": "npx",
      "args": [
        "-y",
        "benchclaw"
      ]
    }
  }
}

Frequently Asked Questions

Agenda Intelligence Md is categorized under Research and uses a local stdio subprocess. In contrast, Benchclaw Integrations belongs to Research using local stdio subprocess. Select Agenda Intelligence Md when you need capabilities focused on research and Benchclaw Integrations when you require tools for research.

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