AgentIndex icon
AgentIndex
maf-doctor logo
maf-doctor
★ 14
vs
sigmap logo
sigmap
★ 645

maf-doctor vs sigmap

maf-doctor: MAF Doctor is a comprehensive .NET global tool designed to diagnose, explain, and fix issues within Microsoft Agent Framework (MAF) applications. It offers a powerful CLI, an MCP server for AI assistants like Copilot, and Roslyn analyzers, enabling both automated fixes and cross-framework migrations from Semantic Kernel to MAF.; sigmap: SigMap builds a deterministic, auditable signature-and-evidence map of your codebase without LLM calls or embeddings. It allows AI agents, CI, and reviewers to trust and verify code references, significantly reducing token usage and improving task success rates.

01

TL;DR

maf-doctor logo
maf-doctorDev Tooling · ★ 14

Diagnosing and identifying silent runtime failures in MAF agent workflows that pass compilation.

Read maf-doctor full review →
sigmap logo
sigmapDev Tooling · ★ 645

Grounding AI agents with trustworthy, auditable code context to prevent hallucination and ensure factual accuracy.

Read sigmap full review →
02

Side-by-Side Comparison

Field
maf-doctor logomaf-doctor
sigmap logosigmap
Category
Dev Tooling
Dev Tooling
Stars
★ 14
★ 645
License
MIT
MIT
Install Command
dotnet tool install --global maf-doctor && cd your-maf-project && maf-doctor init
npm install -g sigmap
Updated
4d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Microsoft Agent Framework, .NET Global Tool, Code Analysis
AI Code Grounding, Code Analysis, LLM Context Management
03

Features

maf-doctor logomaf-doctor
01Catches bugs that compile clean, such as silent fan-out/fan-in failures in workflows.
02Provides compiler-ground truth for CS0618 obsolete-API warnings, mapping them to canonical fixes.
03Offers cross-framework migration assistance from Semantic Kernel to MAF, including scanning and guided porting.
04Supports a fully agentic loop for auditing, planning, and executing fixes with AI assistants.
05Self-updating knowledge base ensures it always has the latest MAF migration and compatibility information.
sigmap logosigmap
01Deterministic, Auditable, and Verifiable Code Mapping: Generates byte-stable code maps without LLM inference, ensuring consistent and trustworthy output for AI.
02Zero Dependencies and Offline Functionality: Runs locally with no external dependencies, vector databases, or hosted services, ensuring full privacy and offline use.
03AI Answer Grounding and Fabrication Detection (`sigmap verify`): Flags fabricated files, imports, and symbols in AI answers by tracing them to real line anchors in the codebase.
04Broad Language Support: Supports 35+ programming languages, including TypeScript, Python, Go, Rust, Java, and R.
05Model-Agnostic and Agent/IDE Integrations: Works with cloud LLMs (GPT-4, Claude), local LLMs (Ollama), open-source agents (Aider), and popular IDEs (VS Code, JetBrains, Neovim).
04

Use Cases

maf-doctor logomaf-doctor
↳Diagnosing and identifying silent runtime failures in MAF agent workflows that pass compilation.
↳Migrating existing Semantic Kernel applications to the Microsoft Agent Framework.
↳Auditing MAF codebases against current best practices and fixing anti-patterns.
↳Automating the resolution of CS0618 obsolete-API warnings with deterministic fixes.
↳Scaffolding new MAF agents and workflows with built-in best practices.
sigmap logosigmap
↳Grounding AI agents with trustworthy, auditable code context to prevent hallucination and ensure factual accuracy.
↳Verifying AI-generated code, plans, and answers within CI/CD pipelines to maintain code quality and prevent errors.
↳Assisting code reviewers by flagging fabricated code references or inconsistencies in AI-assisted pull requests.
↳Providing rich, deterministic context for local LLMs and open-source agents, enhancing their performance without API costs or privacy concerns.
↳Scaffolding new code and directories based on established project conventions, ensuring consistency and adherence to architectural guidelines.
05

Best For

maf-doctor logomaf-doctor
—
sigmap logosigmap
TrendingHidden Gem
FAQ

FAQ

What is the difference between maf-doctor and sigmap?
Both maf-doctor and sigmap are in the Dev Tooling category. maf-doctor has 14 stars, while sigmap has 645 stars.
Which is better, maf-doctor or sigmap?
The best choice depends on your use case. Choose maf-doctor if Diagnosing and identifying silent runtime failures in MAF agent workflows that pass compilation., and sigmap if Grounding AI agents with trustworthy, auditable code context to prevent hallucination and ensure factual accuracy..
Is maf-doctor free or open source?
Yes, maf-doctor is open source on GitHub (MIT).
Is sigmap free or open source?
Yes, sigmap is open source on GitHub (MIT).
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