Add omp (Oh My Pi) as a STABLE, detected client surface with full
four-layer integration: MCP server registration, durable instructions,
skill, and three direct-MCP tiered subagent profiles (Scout/Verify/
Auditor). This matches Claude Code's integration depth — omp subagents
have direct MCP access (confirmed via ablation testing), unlike
parent-handoff-only clients (Pochi, Cursor, Rovo, Augment).
Schema (agent_clients.h):
New CBM_AGENT_CLIENT_OMP enum value, positioned before COUNT.
Profile (agent_clients.c):
- stability: CBM_AGENT_STABLE (auto-detected, auto-installed)
- capabilities: MCP | INSTRUCTIONS | SKILL | AGENT
No HOOK — omp's context event is fire-once advisory only; the
recommended upstream path is skill + agents + MCP, not TS hooks.
- detection_command: "omp" (specific enough per existing clients)
- marker: ~/.omp/agent (omp-managed config root)
- resolve_path: ~/.omp/agent/mcp.json
- json_client: true (uses standard mcpServers JSON edit path)
- agent_json_canonical: added to type:"stdio" branch alongside
GitLab Duo and Visual Studio (omp's schema expects this field)
Dialect (agent_profiles.h/.c):
New CBM_GRAPH_DIALECT_OMP, direct-capable (not in handoff-only list).
- tool prefix: "mcp__codebase_memory_mcp_" (single underscore,
hyphens→underscores — verified at runtime via omp device inventory)
- render: YAML frontmatter with tools (read/grep/glob + tier-specific
MCP tool allowlist), read-summarize: false (exact source verification
for evidence tiers — omp's read returns structural summaries by
default), autoloadSkills: [codebase-memory] (subagents start blank)
Install/uninstall (cli.c):
- install_omp_durable_context: writes AGENTS.md + skill +
3 tiered agent profiles to ~/.omp/agent/
- uninstall_omp_durable_context: removes managed block + skill +
tiered profiles
- legacy_omp_verify_agent_content: migration source for prior installs
- Wired into install_agent_client_registry and
uninstall_agent_client_registry loops
Design decisions (documented for reviewers):
1. No HOOK capability: omp's tool_call event can only block/pass (no
augmentation channel like Claude's additionalContext). A context-
event nudge was tested but is advisory-only and excluded from the
upstream path to keep the PR minimal.
2. read-summarize: false: omp's read tool returns structural summaries
by default; Tier 2/3 require exact snippets for material claims.
3. autoloadSkills: omp subagents start with no conversation history;
without autoload the skill decision matrix is never loaded.
4. Direct-capable (not handoff): ablation testing confirmed omp
subagents can call mcp__* tools directly. write→xd:// dispatch
does NOT work in subagents ("xd:// is not mounted in this session").
Test coverage:
- test_agent_clients.c: omp in stable_ids (19 entries), capabilities
array, json_schemas (type:stdio assertion), foreign_entries
- test_agent_profiles.c: omp in direct_dialects array, direct-capable
assertion, dedicated test verifying direct profile has
mcp__codebase_memory_mcp_ prefix + read-summarize + autoloadSkills,
and handoff profile excludes MCP tools
- test_cli.c: required_agents updated to 44, all 43→44 / 37→38 string
contracts updated across README/npm/index.html/llms.txt/main.c
Build: scripts/build.sh passes (exit 0).
Tests: scripts/test.sh passes (exit 0, all suites green).
Lint: scripts/lint.sh has one pre-existing error in pass_lsp_cross.h
(parameter name mismatch imp_keys/imp_vals vs imp_names/imp_qns),
unrelated to this change.
Signed-off-by: DavidHLP <lysf15520112973@163.com>
codebase-memory-mcp
The fastest and most efficient code intelligence engine for AI coding agents. Full-indexes an average repository in milliseconds, the Linux kernel (28M LOC, 75K files) in 3 minutes. Answers structural queries in under 1ms. This npm wrapper downloads, verifies, and caches the selected native runtime set: the executable, its authenticated integration asset, and—when requested—the content-addressed UI pack.
High-quality parsing through tree-sitter AST analysis across 158 languages — producing a persistent knowledge graph of functions, classes, call chains, HTTP routes, and cross-service links. 15 MCP tools. No hosted service or API key; this package requires Node.js to manage and launch the cached native runtime set. Plug and play across 44 automatic/conditional client surfaces.
Installation
npm install -g codebase-memory-mcp
The runtime set for your platform is downloaded automatically at install time. There is one composition per platform and the graph UI is always included — the former CBM_VARIANT=ui opt-in is obsolete.
Then configure your coding agents:
codebase-memory-mcp install
Restart your agent. Say "Index this project" — done.
Why codebase-memory-mcp
- Extreme indexing speed — Linux kernel (28M LOC, 75K files) in 3 minutes. RAM-first pipeline with LZ4 compression and in-memory SQLite.
- Plug and play — verified native runtime sets for macOS (arm64/amd64), Linux (arm64/amd64), and Windows (arm64/amd64). No Docker or API keys; Node.js owns package download, cache repair, and launch.
- 158 languages — vendored tree-sitter grammars compiled into the binary. Nothing to install, nothing that breaks.
- 120x fewer tokens — 5 structural queries: ~3,400 tokens vs ~412,000 via file-by-file search.
- 44 supported automatic/conditional client surfaces —
installconfigures the appropriate MCP, durable-context, and documented hook surfaces without widening client permissions. - Detected automatically (38) — Claude Code, Codex CLI, Gemini CLI, Zed, OpenCode, Antigravity, Aider, KiloCode, VS Code, Cursor, Windsurf, Augment / Auggie, OpenClaw, Kiro, Junie, Hermes, OpenHands, Cline, Warp, Qwen Code, GitHub Copilot CLI, Factory Droid, Crush, Goose, Mistral Vibe, Qoder CLI, Kimi Code CLI, GitLab Duo CLI, Rovo Dev CLI, Amp, Devin CLI / Local, Tabnine, Amazon Q Developer IDE, CodeBuddy Code CLI, IBM Bob Shell, Pochi, Pi, and Oh My Pi (omp).
- Conditional or explicit (6) — Continue / cn, Visual Studio, TRAE, Roo Code, IBM Bob IDE, and Sourcegraph Cody. Bob IDE is touched only when
~/.bob/mcp.jsonalready exists. - New documented adapters — CodeBuddy uses
~/.codebuddy/.mcp.jsonwhile preserving active older files; Bob Shell uses~/.bob/mcp_settings.json; Pochi uses themcpsection in~/.pochi/config.jsonc; Amazon Q Developer IDE defaults to~/.aws/amazonq/default.jsonwhile preserving either documented alternative. - Lifecycle hooks stay conservative — Kimi uses
UserPromptSubmit; on macOS/Linux, GitLab Duo gets a fail-open userSessionStart, while Devin getsUserPromptSubmit,PostCompaction, and a deduplicatedSessionStartwhen Claude does not already provide it. Qoder, GitLab Duo, Devin, and Factory hooks are withheld on Windows without a documented shell/executor contract. Cline's auto-activating file hooks are withheld because their context output is not reliably consumed, CodeBuddy beta hooks are not auto-installed, and Cursor context hooks remain withheld. - Subagent access is explicit — Claude, Gemini, Kiro, Qwen, CodeBuddy, KiloCode, Mistral Vibe, Qoder, Junie, and Factory get documented graph profiles with the narrowest tool/server filters their schemas support. KiloCode and Vibe enumerate read-only query tools rather than using server wildcards. Cursor, Rovo, Pochi, and Cline use explicit parent handoff where child MCP is unavailable or unsafe; IBM Bob receives no invented hook or agent.
- Manual, UI, cloud, or repository-managed (not counted) — Qodo, Warp MCP, JetBrains AI/ACP, GitHub Copilot coding agent, Jules, CodeRabbit, Replit, BLACKBOX AI, Plandex, and SWE-agent. Warp is counted above for its detected skill installation; its MCP connection remains manual.
- 15 MCP tools — search, trace, architecture, impact analysis, Cypher queries, dead code detection, cross-service HTTP linking, ADR management, and more.
Supported Platforms
| OS | Architecture |
|---|---|
| macOS | arm64, amd64 |
| Linux | arm64, amd64 |
| Windows | arm64, amd64 |
Usage
codebase-memory-mcp install # configure all detected coding agents
codebase-memory-mcp --version
codebase-memory-mcp --help
codebase-memory-mcp update # update to latest release
codebase-memory-mcp uninstall # remove agent configs
CLI Mode
Every MCP tool is also available directly from the command line:
codebase-memory-mcp cli index_repository '{"repo_path": "/path/to/repo"}'
codebase-memory-mcp cli search_graph '{"name_pattern": ".*Handler.*", "label": "Function"}'
codebase-memory-mcp cli trace_call_path '{"function_name": "main", "direction": "both"}'
codebase-memory-mcp cli get_architecture '{}'
MCP Tools
| Category | Tools |
|---|---|
| Indexing | index_repository, list_projects, delete_project, index_status |
| Querying | search_graph, trace_call_path, detect_changes, query_graph |
| Analysis | get_architecture, get_graph_schema, get_code_snippet, search_code |
| Advanced | manage_adr, ingest_traces |
Performance
Benchmarked on Apple M3 Pro:
| Operation | Time |
|---|---|
| Linux kernel full index (28M LOC, 75K files) | 3 min |
| Django full index | ~6s |
| Cypher query | <1ms |
| Trace call path (depth=5) | <10ms |
Full Documentation
See github.com/DeusData/codebase-memory-mcp for the full README including all MCP tools, configuration options, graph data model, and language support details.
License
MIT