context-engineering mcp servers

3,564 tagged context-engineering, measured the same way as everything else here.

Browse within: agent-memory 25human-in-the-loop 12knowledge-management 12ai-memory 8code-quality 7ai-assisted-development 6ai-for-developers 6developer-productivity 6coding-agent 5coding-agents 5

batch-bug-shepherd

49

microsoft/apm

Skill Claude CodeCodex ✓ vendor

Use this skill to drive a batch of suspected bugs in microsoft/apm from raw issue list to mergeable PR queue. Fan out one triage subagent per issue (LEGIT / UNCLEAR / FIXED-AT-HEAD), gate every legit bug against PRINCIPLES.md via an apm-ceo strategic-alignment pass, cross-reference legit issues against open PRs, then…

3.7k +19 today A 227 tokens original MIT

cdo

50

microsoft/apm

Agent ✓ vendor

APM Chief Documentation Officer. Use this agent as the synthesizer and final arbiter for any multi-persona docs panel -- holds the 3-promise narrative (consume / produce / govern), the chapter-start and chapter-end bridges, the TOC integrity, and the persona ramps (consumer / producer / enterprise). Activate to…

3.7k +19 today A 95 tokens original MIT

doc-writer

51

microsoft/apm

Agent ✓ vendor

APM documentation writer. Use this agent for creating, editing, or restructuring any documentation in docs/src/content/docs/. Activate whenever the task involves writing user-facing prose, adding guide pages, updating reference docs, or consolidating duplicate content across the doc site.

3.7k +19 today A 51 tokens original MIT

python-architect

52

microsoft/apm

Agent ✓ vendor

Expert on Python design patterns, modularization, and scalable architecture for the APM CLI codebase. Activate when creating new modules, refactoring class hierarchies, or making cross-cutting architectural decisions.

3.7k +19 today A 45 tokens original MIT

microsoft/apm

Instructions file GitHub Copilot ✓ vendor

CLI Design Guidelines for visual output, styling, and user experience standards.

3.7k +19 today A 1,211 tokens original MIT

microsoft/apm

Instructions file GitHub Copilot ✓ vendor

Architecture rules for file-level integrators (BaseIntegrator pattern).

3.7k +19 today A 983 tokens original MIT

microsoft/apm

Instructions file GitHub Copilot ✓ vendor

Test conventions: URL assertions must use urllib.parse, never substring.

3.7k +19 today A 3,329 tokens original MIT

microsoft/apm

Plugin Claude Code ✓ vendor

A test marketplace plugin for APM integration testing.

3.7k +19 today A tokens not measured original MIT

Acontext AGENTS.md

57

memodb-io/Acontext

Instructions file CodexOpenCode

Instructions for memodb-io/Acontext, covering acontext, navigation guide, plan-driven development, modules and rules.

3.7k 1mo ago A 2,445 tokens original Apache-2.0

Acontext CLAUDE.md

58

memodb-io/Acontext

Instructions file

Instructions for memodb-io/Acontext, a project described as: Agent Skills as a Memory Layer.

3.7k 1mo ago A 3 tokens copy · 100% Apache-2.0

security-critical

59

memodb-io/Acontext

Cursor rule Cursor

The three most important security patterns in Payload CMS.

3.7k 1mo ago A 9 tokens original Apache-2.0

acontext-installer

60

memodb-io/Acontext

Skill Claude CodeCodex

Install Acontext, Login & Init Acontext Project, Add Skill Memory to Agent.

3.7k 1mo ago C 22 tokens original Apache-2.0

acontext

61

memodb-io/Acontext

Plugin Claude Code

Skill memory layer for Claude Code — auto-capture, learn, and reuse skills from Acontext.

3.7k 1mo ago A tokens not measured original Apache-2.0

acontext

62

memodb-io/Acontext

MCP server Claude CodeCodexCursor +2

MCP server "acontext" as configured in memodb-io/Acontext. Runs ${CLAUDE_PLUGIN_ROOT}/scripts/mcp-server.cjs with node.

3.7k 1mo ago A tokens not measured original Apache-2.0

SessionStart

63

memodb-io/Acontext

Hook

Runs when a session starts, executing hook-handler.cjs via node. From memodb-io/Acontext.

3.7k 1mo ago A tokens not measured original Apache-2.0

PostToolUse

64

memodb-io/Acontext

Hook

Runs after a tool call finishes, executing hook-handler.cjs via node. From memodb-io/Acontext.

3.7k 1mo ago A tokens not measured original Apache-2.0

Notification

65

memodb-io/Acontext

Hook

Runs when the agent sends a notification, executing hook-handler.cjs via node. From memodb-io/Acontext.

3.7k 1mo ago A tokens not measured original Apache-2.0

daily-logs

66

memodb-io/Acontext

Skill Claude CodeCodex

Track daily activity logs and summaries for the user. TRIGGER BY: read/edit user memory.

3.7k 1mo ago A 22 tokens original Apache-2.0

user-general-facts

67

memodb-io/Acontext

Skill Claude CodeCodex

Capture and organize general facts about the user by topic.

3.7k 1mo ago A 15 tokens original Apache-2.0

neo AGENTS.md

68

neomjs/neo

Instructions file CodexOpenCode

AGENTS.md instructions for neomjs/neo, covering ai agent per-turn operational mandates, §corevalues, §identitypromptfirewall, §criticalgates and §precommitgates.

3.3k today A 5,647 tokens original MIT

wquguru/harness-books

Skill Claude CodeCodex

Best practices for working on the Harness books repo. Use this skill when editing, restructuring, building, or exporting the books under book1-claude-code/ and book2-comparing/, especially for Honkit, print HTML, Pandoc/XeLaTeX PDF export, build cleanup, TOC issues, naming conventions, and keeping source assets…

2.9k +20 4mo ago A 86 tokens

wquguru/harness-books

Instructions file CodexOpenCode

AGENTS.md instructions for wquguru/harness-books, covering repository guidelines, project structure & module organization, build, test, and development commands, book metadata and coding style & naming conventions.

2.9k +20 4mo ago A 910 tokens

wquguru/harness-books

Instructions file

Claude Code instructions for wquguru/harness-books, a project described as: 📚 Two books on harness engineering — the design philosophies behind Claude Code & Codex: constraints, query loops, context governance, multi-agent verification. harness-books.agentway.dev.

2.9k +20 4mo ago A 3 tokens

cocoindex-code

72

cocoindex-io/cocoindex-code

Plugin Claude Code

AST-based semantic code search via the ccc CLI. Bundles the ccc skill; Grok installs also activate a SessionStart index hook and MCP server (disable either for skill-only).

2.7k +7 3d ago A tokens not measured original Apache-2.0

At most 3 mods per repository are shown here — the rest are on their repository pages: