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SigMap

sigmap.io·Infrastructure

SigMap creates a deterministic signature-and-evidence map for code repositories that AI agents, CI systems, and reviewers can trust. It is fully offline with zero dependencies, supports 33 languages, and integrates with IDEs and MCP. It significantly reduces prompt tokens and improves retrieval accuracy for coding tasks while providing verifiable provenance.

Open SourceMIT
WebCLI
S
SigMap preview
Visit sigmap.io↗
⭐598
stars
🍴40
forks
✓6
features
📅2026
since

Overview

6 features

SigMap sits in PulseGate's Developer Tools category. It focuses on providing trustworthy, verifiable, and auditable context to AI coding agents without relying on embeddings or external services. It is built as an open-source project for developers. SigMap is open source under the MIT license. SigMap is available on the web and the command line.

Behind SigMap is manojmallick, and the product first shipped in 2026. Development happens publicly on GitHub with 598 stars and 607 commits in the last 90 days. Key capabilities include deterministic retrieval, benchmark dashboard, and multi-language support. It exposes integrations via an MCP server.

  • ✓Deterministic retrieval
  • ✓Benchmark dashboard
  • ✓Multi-language support
  • ✓MCP integration
  • ✓Context validation
  • ✓IDE compatibility

Tags

ai-code-groundingdeterministic-retrievalcode-contextagent-verificationoffline-rag

AI capabilities

CodeInference: LocalWeights: Open

Built with & integrations

Framework
vue
AI providers
local_ossopenai
Connectors
MCP
Runs on
BrowserCLI

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub · ★ 598✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJul 19, 11:08 PM

    manojmallick/sigmap verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about SigMap

What does SigMap do?
SigMap focuses on providing trustworthy, verifiable, and auditable context to AI coding agents without relying on embeddings or external services. It is catalogued under Developer Tools on PulseGate.
Who is SigMap for?
SigMap is an open-source project built for developers.
Is SigMap free?
Yes — SigMap is open source under the MIT license and free to use.
What platforms does SigMap run on?
SigMap runs on the web and the command line.
Is SigMap still maintained?
PulseGate's liveness checks currently classify SigMap as active. The GitHub repository shows 607 commits in the last 90 days.
What are alternatives to SigMap?
Similar tools tracked by PulseGate include SigmanticAI, SigmaShake, and PathMap.SigmanticAISigmaShakePathMap
Who makes SigMap?
SigMap is developed by manojmallick.
When did SigMap launch?
SigMap first shipped in 2026.

At a glance

Pricing
Open Source
Platforms
Api · Web
Languages
English
Open source
Yes · ★ 598
License
MIT
First seen
Jul 19, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
developers
Model
Open source
Solves
Providing trustworthy, verifiable, and auditable context to AI coding agents without relying on embeddings or external services.

Developer

manojmallick
Team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
598
🍴 Forks
40
Open issues
3
Last commit
2d ago
Commits 90d
607
Contributors
9
Authorship
Team
Default branch
main
Latest release
v8.21.0 · 2d ago

Live coverage

Confidence
Medium · 73
Indexed
Jul 19, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
2d ago
Identity audit (9)
Entity ID
cmrseqi3e056rt1mgefugyuct
Slug
manojmallick-sigmap-sigmap-io
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 19, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 19, 2026
Canonical URL
https://sigmap.io/

Similar apps

Other apps tracked under the same category.

  • SigmanticAI
    sigmanticai.com
  • SigmaShake
    sigmashake.com
  • PathMap
    pathmap.org
  • sigmashake
    pypi.org
  • SIGACT
    sigact.live
  • signet4ai
    pypi.org