meta-business-insights-mcp (kenjimattos/meta-business-insights-mcp) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

C
Emerging
74/100
21 days ago

meta-business-insights-mcp

MCP server for reading Meta Business (Facebook Pages and Instagram) data via Graph API, with cross-account portfolio aggregation to answer questions about follower growth, page insights, and metrics. It runs as a stdio or HTTP server for Claude Desktop.

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

kenjimattos

Source: Glama

Is this your MCP?

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// key findings
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
🔐
You'll be asked for 1 credential: META_ACCESS_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configMCP_HTTP_HOST
configMCP_HTTP_PATH
configMCP_HTTP_PORT
configMCP_HTTP_TOKENSana:3f9c…,bruno:a71d…,carla:88e2…
🔐 secretMETA_ACCESS_TOKENsim System User token de longa duração
configMETA_ALLOW_WRITEStrue # na instância
configMETA_API_VERSIONnão Default v26.0
configMETA_BUSINESS_IDnão Fixa o portfólio; sem ele a descoberta usa /me/businesses e /me/accounts
configMETA_DATA_DIRnão Onde os snapshots locais são gravados (default ~/.meta-business-insights-mcp)
configMETA_ENV_FILE
configMETA_PAGE_IDSnão Restringe o portfólio a Page IDs específicos
// quality suggestions

Tool annotations

2/13 tools have annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

13/13 tools missing one or more hints — list_portfolio (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); followers_overview (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); followers_timeseries (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +10 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool handlers catch errors

12/13 tool handlers wrap calls in try/catch (92%)

Wrap each tool handler body in try/catch and return a structured error response.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tests exist

No test files found

Add tests that exercise each declared tool.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/kenjimattos-meta-business-insights-mcp-13v9xy)](https://m8ven.ai/mcp/kenjimattos-meta-business-insights-mcp-13v9xy)
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commit: ba26ce75ea84764d9222599bf208bed47573b5fe
code hash: 18495985eadb8a521494bf8b50c6d8dbc8d7197d624212d64e6b532484c49587
verified: 8/7/2026, 7:49:20 AM
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