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toolfence MCP Server

Rik-Banerjee/toolfence

Score: 51.8 Rank #55 AI Tool
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Deterministic runtime security for AI agent tools

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Overview

Rik-Banerjee/toolfence is a Python agent tool licensed under MIT. Deterministic runtime security for AI agent tools

Ranked #55 out of 100 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT 122 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 2

2 stars → early stage

Freshness 25% 3d ago

Last commit 3d ago → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 122/wk

122 weekly installs → early adoption

Forks 0
Description Brief
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

"agent tool"

From the README

# ToolFence

**Deterministic runtime security for AI agent tools.**

LLMs can hallucinate and be prompt-engineered, allowing faulty agent actions to slip through. ToolFence helps solve this by enforcing strict and deterministic rules.

ToolFence is a lightweight Python framework that sits between your LLM and your tool functions. When an agent calls a tool, ToolFence intercepts the call, evaluates your rules, and either passes it through, blocks it, or escalates it for user approval — all before your tool function runs. Rules are Python code, not LLM instructions, so they cannot be overridden by a clever prompt.

---

## Why ToolFence

LLMs are good at deciding *what* to do. They are not reliable enforcers of *what is allowed*. A well-crafted prompt can convince an LLM to ignore its own safety instructions. ToolFence allows a quick and simple way to enforce policy at the code layer — outside the prompt, outside the model, and outside the reach of any user input.

```
User prompt → LLM 
Read full README on GitHub →

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