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opencontextually

PyPIInfrastructure

PulseGate's liveness check found it on 3 Oct 2026; it is registered on GitHub and PyPI and has been in the index since 31 Aug 2026. How this is checked

opencontextually is an MIT-licensed Python package that retrieves relevant context and code for AI agents before they act. It supports agent-oriented retrieval workflows and MCP-based integration for developer tools.

Inferred · not functionally tested

Open SourceMITCLISelf-hosted
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Overview

4 features

Purpose: Giving AI agents relevant code and context before they take action.

Inferred · not functionally tested

Audience: AI agent and developer-tool builders

Inferred · not functionally tested

Functions: rag, data_extraction

Inferred · not functionally tested

Interfaces: API: unknown · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

opencontextually sits in PulseGate's RAG, search & retrieval category. Inferred · not functionally tested: It focuses on giving AI agents relevant code and context before they take action. Inferred · not functionally tested: It is built as an open-source project for AI agent and developer-tool builders. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: opencontextually is available on the command line, and it can be self-hosted.

gammalex-ai builds and maintains opencontextually, and it first shipped in 2026. The project is developed in the open on GitHub with 89 commits in the last 90 days. Inferred · not functionally tested: Among its 4 catalogued features are context retrieval, code search, and agent context. Basis unknown · not verified: Catalogued interfaces include an MCP server.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Context retrieval
  • Code search
  • Agent context
  • MCP integration

Topics: Inferred · not functionally tested

Tags
code-searchagent-contextcontext-retrievalmcp-server
AI capabilities
TextCode
Inference: Local

JSON profile · Text profile · Access guide

Built with & integrations

Connectors
MCPgithub
Runs on
CLISelf-hosted

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed31 Aug · 20:16 UTC
    opencontextually seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about opencontextually

What does opencontextually do?
Inferred · not functionally tested: Opencontextually focuses on giving AI agents relevant code and context before they take action. It is catalogued under RAG, search & retrieval on PulseGate.
Who is opencontextually for?
Inferred · not functionally tested: opencontextually is an open-source project built for AI agent and developer-tool builders.
Does opencontextually have a free plan?
Basis unknown · not verified: Yes — opencontextually is open source under the MIT license and free to use.
What platforms does opencontextually run on?
Basis unknown · not verified: opencontextually runs on the command line. It can also be self-hosted.
Is opencontextually still active?
PulseGate's liveness check found it on 3 Oct 2026. Its GitHub repository shows 89 commits in the last 90 days.
What projects are similar to opencontextually?
Similar projects tracked by PulseGate include opencontext-cli, OpenContext, and ultracontext.opencontext-cliOpenContextultracontext
Who develops opencontextually?
opencontextually is developed by gammalex-ai.
How long has opencontextually been around?
opencontextually first shipped in 2026.

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