// SCAN REPORT

Pypi:dense Knowledge

8 tools. 2 can modify or destroy data without limits.

2 write tools that can modify data. Rate limits recommended.

Last updated: 31 Jul 2026

2 can modify or destroy data

6 read-only

8 tools total

Community server · catalogue entry checked 29/07/2026

How to control Pypi:dense Knowledge ↓

TOOL MAP

What Pypi:dense Knowledge exposes to your agents

Read (6) Write / Execute (2) Destructive / Financial (0)

Running more than one server? Check your whole stack →

MOST DANGEROUS TOOLS

High Risk

The most dangerous Pypi:dense Knowledge tools

Write · Medium mmp_create The tool creates new packages in an append-only knowledge storage system. Write · Medium mmp_update The tool modifies existing data within the knowledge store reversibly (fitting Write category).

2 of Pypi:dense Knowledge's 8 tools can modify, destroy, or commit something on every call — and an agent calls them with no built-in limits.

POLICY

How to control Pypi:dense Knowledge

PolicyLayer is an MCP gateway — it sits between your AI agents and Pypi:dense Knowledge, and nothing reaches the server without passing your rules. These are the rules we recommend:

Rate limit write operations

{
  "mmp_create": {
    "limits": [
      {
        "counter": "mmp_create_per_hour",
        "window": "hour",
        "max": 30,
        "scope": "grant"
      }
    ]
  }
}

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations

{
  "mmp_deprecate": {
    "limits": [
      {
        "counter": "mmp_deprecate_per_minute",
        "window": "minute",
        "max": 60,
        "scope": "grant"
      }
    ]
  }
}

Controls API costs and prevents retry loops from exhausting upstream rate limits.

Create a free account and register Pypi:dense Knowledge — nothing to install.
Add these rules — paste them, or build them visually. Tune the limits to your setup.
Point your MCP client (Claude, Cursor, anything) at your gateway URL.

ENFORCE POLICY ON PYPI:DENSE KNOWLEDGE →

Instant setup, no code required.

FULL CATALOGUE

All 8 Pypi:dense Knowledge tools

WRITE 2 tools

Write mmp_create Create an empty MMP/1.0 package. Write mmp_update mmp_update

READ 6 tools

Read mmp_deprecate mmp_deprecate Read mmp_list List available MMP packages. Read mmp_open Return metadata, legend, sources, and index only. Read mmp_read Read only the requested MMP body blocks. Read mmp_search Search index metadata; returns candidates without body text. Read mmp_validate mmp_validate

FAQ

Questions about Pypi:dense Knowledge

How do I prevent bulk modifications through Pypi:dense Knowledge? +

The Pypi:dense Knowledge server has 2 write tools including mmp_create, mmp_update. Set a rate limit in your policy -- for example, 10 calls per hour prevents an agent from making more than 10 modifications per hour. PolicyLayer enforces this at the gateway, before calls reach Pypi:dense Knowledge.

How many tools does the Pypi:dense Knowledge MCP server expose? +

8 tools across 2 categories: Read, Write. 6 are read-only. 2 can modify, create, or delete data.

How do I enforce a policy on Pypi:dense Knowledge? +

Register the Pypi:dense Knowledge MCP server in PolicyLayer, apply the suggested rules above (adjust the limits to your use case), and point your AI client at the PolicyLayer proxy URL instead of the server directly. Your agents keep the same tools; PolicyLayer evaluates every call against policy before it executes. Nothing to install, live in minutes.

Enforce policy on every Pypi:dense Knowledge tool call.

Deterministic rules across all 8 Pypi:dense Knowledge tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

ENFORCE POLICY ON PYPI:DENSE KNOWLEDGE →

Instant setup, no code required.

8 Pypi:dense Knowledge tools catalogued and risk-classified — across an index of 46,500+ MCP servers.

// WHERE THIS COMES FROM

These policies come from Pypi:dense Knowledge's registry record.

The record behind this page: verified identity, auth posture, risk grade, every tool classified, recommended policy — re-checked continuously.

Teams ship this data inside their own products. See what a licence covers →