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The ablation MCP server was last committed 10d ago and has 2 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

ablation MCP Server

Name: Ablation-Tool/ablation
Rating: 3.3 (1 reviews)
Author: Ablation-Tool

Ablation-Tool/ablation

Score: 56.5 Rank #8206 Agent Framework

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Ablation is a reverse engineering framework. It carries no dependency on legacy tools such as Ghidra, IDA Pro, and Binary Ninja, or any MCP server. Combined with any coding agent, it runs as an autonomous reverse engineering tool.

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Overview

Ablation-Tool/ablation is a Python MCP server. Ablation is a reverse engineering framework. It carries no dependency on legacy tools such as Ghidra, IDA Pro, and Binary Ninja, or any MCP server. Combined with any coding agent, it runs as an autonomous reverse engineering tool. Topics: firmware-analysis, reverse-engineering, binary-analysis, decompiler, disassembler, bytecode-decompiler, claude-code, codex, directed-acyclic-graph, autonomous, ablation.

Ranked #8206 out of 24846 indexed tools.

Ecosystem

Python NOASSERTION 8 pypi/wk

firmware-analysisreverse-engineeringbinary-analysisdecompilerdisassemblerbytecode-decompilerclaude-codecodexdirected-acyclic-graphautonomousablation

Score Breakdown

Stars 15% 172

172 stars → growing community

Freshness 25% 10d ago

Last commit 10d ago → recently updated

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads 13% 8/wk

8 weekly installs → early adoption

Forks 17

Description Detailed

License NOASSERTION

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Dependents medium impact

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

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Markdown

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Details

Stars: 172
Forks: 17
Open Issues: 0
Closed Issues: 0
Contributors: 2
Dependents: —
Language: Python
License: NOASSERTION
Last Commit: 10d ago

Matched Queries

"mcp server""mcp-server"

From the README

Ablation is a reverse engineering framework. 

It carries no dependency on legacy tools or any MCP server. 

Combined with Codex or Claude Code, it runs as an autonomous reverse engineering tool.

---

## Capabilities

<details>
<summary><strong>Analysis:</strong> semantic search, binary lifting, hypothesis engine, C++ vtable reconstruction, cross-library tracing, DAG adapter</summary>

| Capability | |
|:---|:---|
| [**Semantic Code Search**](docs/module-reference/semantic-search.md) | Uses a BERT-family encoder to find functions by meaning in stripped binaries without symbols. |
| [**On-Demand Analysis**](docs/module-reference/on-demand-analysis.md) | Loads in seconds because it only analyzes the code being examined; Ghidra and IDA Pro parse the entire file upfront. |
| [**Binary Lifting**](docs/module-reference/binary-lifter.md) | Pseudo-C IR across 19 ISA targets and runtimes; ARM64 and x86-64 receive register-level taint propagation. |
| [**Hypothesis Engine**](docs/module-referen

Read full README on GitHub →