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MCP server · Blockchain

Gcf Python

· github.com/blackwell-systems/gcf-python

GCF Python implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.

Unclaimed ai-agentsanthropicdata-serializationdecoderencodergcfgraph-compact-formatjson-alternativellmmcpmcp-toolsmodel-context-protocolopenaipippypipythonstructured-datatoken-efficiencytoken-optimizationwire-format
InstallView source
34Low

Scored 6 hours ago · breakdown

About Gcf Python

Gcf Python is an MCP server in the Blockchain category: gCF Python implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies. It has been installed 0 times through Conduid.

Install

Clone
git clone https://github.com/blackwell-systems/gcf-python

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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  • ·Dependencies pinnedNot checked yet.
  • ·No dynamic code executionNot checked yet.
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Questions

About Gcf Python

How do I install Gcf Python?

Run git clone https://github.com/blackwell-systems/gcf-python, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is Gcf Python safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Gcf Python still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.