Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add Viindoo/odoo-mcp-client/plugin install odoo-ai-agentsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/viindoo/odoo-mcp-client/odoo-gap-analysis)<a href="https://agentmods.dev/skills/viindoo/odoo-mcp-client/odoo-gap-analysis"><img src="https://agentmods.dev/badge/skills/viindoo/odoo-mcp-client/odoo-gap-analysis/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/viindoo/odoo-mcp-client/odoo-gap-analysis"><img src="https://agentmods.dev/badge/skills/viindoo/odoo-mcp-client/odoo-gap-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00019 | $0.03955 |
| Opus 5.5 | $0.00008 | $0.01582 |
| Sonnet 5.5 | $0.00004 | $0.00791 |
| Haiku 4.5 | $0.00002 | $0.00396 |
Grade A, and why
odoo-gap-analysis scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 17d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 226 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Role
Consultant / Project Manager
Out of Scope
- Single feature availability check -> use
odoo-feature-check - Marketing highlights for version release -> use
odoo-feature-highlights - Source-level API diff between versions -> use
odoo-version-diff - List needs cost + dependency DAG (typically tens+ items) -> use
odoo-brl
MCP tools
Pick the right tool first. Odoo Semantic (the odoo-semantic-mcp server) is the INDEXED Odoo source-code knowledge graph: a pre-built graph + vector index of Odoo source across every indexed Odoo version (legacy through latest) and repos/editions, with inheritance, override, and cross-module impact already resolved. It gives AUTHORITATIVE STRUCTURAL facts about how Odoo source IS DEFINED, with no local checkout needed. Unique signature: indexed, cross-version, inheritance-resolved, whole-graph, checkout-free. It is a STATIC index with NO runtime/live data.
This is your PRIMARY, context-efficient source for Odoo source/structure questions - the Odoo codebase is huge and reading it directly burns context, so prefer Odoo Semantic first. Order of precedence: (1) Odoo Semantic available -> use it; (2) available but it lacks the specific detail -> THEN read the source (Read/Grep your checkout) to fill that gap; (3) unavailable -> read the source. Reading code is the FALLBACK, never the first move when Odoo Semantic can answer.
Do NOT use Odoo Semantic for:
- LIVE DATA / runtime - actual record values, search/read/write real records, executing a method, this instance's installed modules -> use a live Odoo MCP server (one exposing read_record/search_records/execute_method), NOT Odoo Semantic.
Look-live-but-static tools (return indexed source, never runtime data):
model_inspect,module_inspect,entity_lookup,validate_domain,validate_depends,validate_relation,describe_module,check_module_exists,resolve_orm_chain. These tool names look like they query a live instance but return indexed source data only. If you need live records, Odoo Semantic is the wrong server.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 17d ago Changed · -9 tokens per session f0c822ab47b4
- 20d ago Changed · -44 lines cdaf103334d3
- 29d ago Changed a0fea567179c
- 1mo ago Changed · -9 lines · -177 tokens per session b27b2c8b52d3
- 1mo ago Changed · -2 lines 54327699a3cb
- 1mo ago Changed · -11 lines 2fa0d5e2a2ce
- 2mo ago First seen · 292 lines · 205 tokens per session scan A c20531eb1776
odoo-gap-analysis is a skill published in the GitHub repository Viindoo/odoo-mcp-client (9 stars, last pushed 2d ago), licensed MIT. It adds 19 tokens to every session and 3,955 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
odoo-gap-analysis compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| odoo-gap-analysisViindoo/odoo-mcp-client | Skill | 9 | 2d ago | MIT | A | 19 | Claude Code |
| imagegenopenai/codex | Skill | 134k | today | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 100k | today | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 3d ago | MIT | A | 200 | Claude Code, Codex |
| browser-automationopenclaw/openclaw | Skill | 394k | today | MIT | A | 36 | Claude Code |
| systematic-debuggingobra/superpowers | Skill | 315k | 6d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |