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[Extension]: Add #3456
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Description
Activity
Real-world benchmark results (Domika — React + TypeScript + Supabase, 3,048 nodes)
Query | Original tokens | Compressed tokens | Savings -- | -- | -- | -- get_architecture | 3,122 | 2,822 | 9.6% search_graph (266 functions) | 14,381 | 2,295 | 84% Session total | 17,503 | 5,117 | 70.8%Estimated cost saved: $0.0372 (at $3/M tokens, Claude Sonnet pricing)
Notes:
- Compressor is pure-Python, cross-platform — no ML models required, works on Windows
- Automatically removes CBM fingerprint fields (
fp,sp,bt) which have no informational value - Arrays deduplicated and truncated to tool-specific limits (30 for
search_graph, 60 forget_architecture) - Token counting uses character-based estimation (
len // 4) accurate for JSON + prose
Latest release:
v0.2.4—pip install contextforge-mcpgithub-actions commented
on Jul 13, 2026 on Jul 13, 2026 – with GitHub ActionsContributorMore actionscc @github/spec-kit-maintainers — new catalog submission for review.
- added a commit that references this issue
on Jul 13, 2026 github-actions commented
on Jul 13, 2026 on Jul 13, 2026 – with GitHub ActionsContributorMore actionsPull request created: #3487
Generated by Add Community Extension from Issue Submission · 274 AIC · ⌖ 15 AIC · ⊞ 32.9K
Please address comments as per #3487 (review)
- added a commit that references this issue
on Jul 30, 2026 Thank you!
- added a commit that references this issue
on Jul 30, 2026
Extension ID
contextforge-mcp
Extension Name
ContextForge MCP
Version
0.1.0
Description
Integrates codebase-memory-mcp + headroom into Spec Kit — adds code intelligence and context compression. Reduces token usage 90%+ during implement phase.
Author
capatinore
Repository URL
https://github.com/capatinore/contextforge-mcp
Download URL
https://github.com/capatinore/contextforge-mcp/releases/download/ext-v0.1.0/contextforge-mcp-speckit-extension.zip
License
MIT
Homepage (optional)
No response
Documentation URL (optional)
No response
Changelog URL (optional)
No response
Required Spec Kit Version
Required Tools (optional)
Number of Commands
4
Number of Hooks (optional)
No response
Tags
mcp, code-intelligence, context-compression, tokens, claude, spec-driven-development
Key Features
Testing Checklist
Submission Requirements
extension.ymlmanifest includedTesting Details
Tested on Windows 11, Python 3.14, Claude Code.
Commands validated manually. Real project test (Domika — React + Supabase)
in progress and will be documented in the repository.
Example Usage
Proposed Catalog Entry
Additional Context
No response