context-engineering mcp servers

cocoindex-io/cocoindex-code

MCP server Claude CodeCodexCursor +2

MCP server "cocoindex-code" as configured in cocoindex-io/cocoindex-code. Launched with ccc mcp.

cocoindex-io/cocoindex-code

Instructions file

Instructions for cocoindex-io/cocoindex-code, covering claude.md, build and test commands, architecture, process model and key layers.

cocoindex-io/cocoindex-code

Hook

Runs when a session starts, running an inline shell check. From cocoindex-io/cocoindex-code.

cocoindex-io/cocoindex-code

Hook

Runs after a tool call finishes for Edit, Write, MultiEdit and search_replace tool calls, running an inline shell check. From cocoindex-io/cocoindex-code.

cocoindex-io/cocoindex-code

Skill Claude CodeCodex

This skill should be used when code search is needed (whether explicitly requested or as part of completing a task), when indexing the codebase after changes, or when the user asks about ccc, cocoindex-code, or the codebase index. Trigger phrases include 'search the codebase', 'find code related to', 'update the…

kayba-ai/agentic-context-engine

Command Claude Code

Run a TAU-bench evaluation end-to-end and present results.

kayba-ai/agentic-context-engine

Command Claude Code

Switch to an existing branch by checking out its worktree, or creating one if needed.

kayba-ai/agentic-context-engine

Command Claude Code

Release a new version: bump version, update changelog, tag, push, and create a GitHub release.

kayba-ai/agentic-context-engine

Settings file Claude Code

Agent settings declaring 2 allowed tools.

kayba-ai/agentic-context-engine

Skill Claude CodeCodex

Define metrics from Kayba insights, implement them as Python measurement code, run against traces, and iterate until the metrics are clean and meaningful. Trigger when the user says "run stage 3", "define metrics", "build metrics", "compute baselines", or when invoked by the kayba-pipeline orchestrator. Requires…

kayba-ai/agentic-context-engine

Skill Claude CodeCodex

Organize computed metrics into a tiered evaluation rubric with leading, lagging, and quality indicators. Trigger when the user says "run stage 4", "build rubric", "tier metrics", or when invoked by the kayba-pipeline orchestrator. Requires eval/baselinemetrics.json and eval/computebaselines.py to exist.

kayba-ai/agentic-context-engine

Skill Claude CodeCodex

Triage each insight into discard/code-fix/prompt-fix and produce a prioritized action plan with specific recommendations. Trigger when the user says "run stage 5", "make action plan", "triage skills", or when invoked by the kayba-pipeline orchestrator. Requires eval outputs from stages 1-4.

kayba-ai/agentic-context-engine

Instructions file CodexOpenCode

Instructions for kayba-ai/agentic-context-engine, covering agents.md, repository guidelines, pipeline-first development (mandatory), core code protection and documentation maintenance.

kayba-ai/agentic-context-engine

Instructions file

Instructions for kayba-ai/agentic-context-engine, covering claude.md, repository guidelines, pipeline-first development (mandatory), core code protection and documentation maintenance.

puppyone-ai/puppyone

Instructions file CodexOpenCode

Instructions for puppyone-ai/puppyone, covering puppyone (contextbase), connect, collaborate, platform and active development directories.

puppyone-ai/puppyone

Instructions file

Project instructions for PuppyOne, also called ContextBase. They state that AGENTS.md contains the project's documentation and development rules and is the only authoritative source.

puppyone-ai/puppyone

Command Claude Code

Implement an approved OpenSpec change and keep tasks in sync.

puppyone-ai/puppyone

Command Claude Code

Archive a deployed OpenSpec change and update specs.

puppyone-ai/puppyone

Command Claude Code

Scaffold a new OpenSpec change and validate strictly.

open-gsd/gsd-pi

Skill Claude CodeCodex

Build software products autonomously via GSD headless mode. Handles the full lifecycle: write a spec, launch a build, poll for completion, handle blockers, track costs, and verify the result. Use when asked to "build something", "create a project", "run gsd", "check build status", or any task that requires autonomous…

open-gsd/gsd-pi

Agent

Hypothesis-driven bug investigation with root cause analysis.

open-gsd/gsd-pi

Agent

Modern JavaScript specialist for browser, Node.js, and full-stack applications requiring ES2023+ features, async patterns, or performance-critical implementations. Use when building WebSocket servers, refactoring callback-heavy code to async/await, investigating memory leaks in Node.js, scaffolding ES module libraries…

open-gsd/gsd-pi

Agent

OWASP security audit, dependency risks, and secrets detection.

open-gsd/gsd-pi

Skill Claude CodeCodex

Apply modern web development best practices for security, compatibility, and code quality. Use when asked to "apply best practices", "security audit", "modernize code", "code quality review", or "check for vulnerabilities".