mcp-meta-brand-presence-mapper
Resolves a company domain or Instagram handle to its Instagram, Threads and Facebook profiles with follower and post counts, returned as one flat Clay-ready row.
Map Meta brand presence from a bare
company_domain(e.g. shopify.com), running full discovery, or skip discovery by passing an Instagramhandlewith or without@.Get Instagram, Threads and Facebook account URLs plus follower counts, with Instagram/Threads counts returned as both a rounded integer and Meta's display string.
Derive the Threads handle for free from the resolved Instagram handle, no extra discovery cost.
Choose which platforms to map via
platforms(instagram, threads, facebook); defaults to all three, and dropping Facebook is common since it is the least reliable.Optionally pass
company_nameto improve search accuracy and help the identity gate reject wrong matches.Toggle
includeFollowerCounts(default true); setting false resolves profile URLs only, which is cheaper and needs no proxy.Control caching with
skipCache(default false reuses successful lookups for seven days).Cap per-call spend with
max_charge_usd, keeping rows already charged when the cap is hit.Read per-platform
_statusvalues: ok, not_found, not_extractable, blocked, identity_mismatch, skipped — wherefalsemeans absent andnullmeans unknown.Read-only operation requiring an APIFY_TOKEN and consuming Apify credits per call (pay-per-event pricing on your own Apify account).
Best-effort resolves a company domain's Facebook Page and fetches follower and post counts, handling login-wall blockages.
Resolves a company domain to its Instagram account and fetches follower and post counts.
Resolves a company domain's Threads account (derived from the Instagram handle) and fetches follower and post counts.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@mcp-meta-brand-presence-mapperGet the Instagram and Threads follower counts for glossyier.com."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Instagram Facebook Brand Presence Mapper MCP Server
MCP server for the Mamba Labs Instagram Facebook Brand Presence Mapper actor on Apify.
Resolve a company domain to its Instagram, Threads and Facebook accounts with follower and post counts.
What it does
Resolve a company domain to its Instagram, Threads and Facebook accounts with follower and post counts, as one flat Clay ready row. The Threads handle is derived from the resolved Instagram handle at no extra discovery cost. Instagram and Threads counts are rounded by Meta and the row carries both the rounded integer and the platform's own display string. Facebook is best effort: Meta serves a login wall to anonymous clients, so blocked is a normal answer there and never a zero. Read only; requires an APIFY_TOKEN and consumes Apify credits per call.
Related MCP server: Company Social Presence Mapper MCP Server
Quick start
Add this to your MCP client configuration:
{
"mcpServers": {
"mamba-meta-brand-presence-mapper": {
"command": "npx",
"args": ["-y", "@mambalabsdev/mcp-meta-brand-presence-mapper"],
"env": { "APIFY_TOKEN": "your-apify-token" }
}
}
}Prerequisites
Node.js 18 or newer
An Apify API token from console.apify.com/account/integrations
The actor is pay per event and consumes Apify credits per call. Pricing is on the actor page.
Example prompts
"Get the Instagram and Threads follower counts for glossier.com."
"Has oatly.com adopted Threads yet, and how many posts do they have?"
"Find the Facebook Page for everlane.com."
Tool and inputs
Tool: map_meta_brand_presence
Input | Type | Meaning |
| string | Bare company domain, for example shopify.com. Supply this or a handle. With a domain the actor runs full discovery; with a handle it skips straight to the fetch. |
| string | Optional. Improves search accuracy and is what the identity gate checks a discovered profile against, so supplying it reduces wrong matches. |
| string | Optional. The Instagram handle with or without the leading @. Supplying it skips Instagram discovery AND gives Threads its handle for free, because Threads handles are Instagram handles (5 of 5 measured). |
| array | Which of the three Meta surfaces to map. Default is all three. Dropping Facebook is the common choice: it is the least reliable of the three and it costs a fetch to find that out. |
| boolean | Default true: the profile page is fetched and the follower counts are extracted. Set false to resolve the profile URL only, which is cheaper and needs no proxy. |
| boolean | Default false: a successful lookup is cached for seven days and reused. Set true to force a fresh fetch. |
| number | Optional spending cap for this call, in USD. The actor stops before any charge that would take the run past this amount and keeps every row already charged. |
Reading the output
Every row carries a per platform _status field, and it is the field to read
first. The vocabulary is the same across the whole Mamba Labs social family:
Status | Meaning |
| fetched and parsed, the value is there |
| we looked and there is no such profile |
| the profile exists and the value is not on the wire to us |
| the platform refused us, worth retrying later |
| we found a real profile and it belongs to someone else |
| you did not ask for this platform |
false and null are never interchangeable. false means we looked and the
answer is no. null means we could not look. If you filter for companies with no
presence, filter on false, because null rows are unknown rather than absent.
Pricing
You pay per event on Apify, billed to your own Apify account. Prices from the live pricing record, read 2026-10-16:
Event | Price per event (USD) | Fires when |
| $0.00005 | Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event). |
| $0.005 on the Free plan, down to $0.0035 on higher Apify plans | Once per company for which the discovery cascade completed and a non degraded row was produced, whether or not any Meta platform resolved. Does not fire on a degraded row, because on a degraded row the company site was never read and no presence was measured. |
| $0.003 on the Free plan, down to $0.0021 on higher Apify plans | Once per REQUESTED Meta platform whose candidate URL passed the identity gate. Fires on the validation work, not on a populated follower cell. A candidate dropped as an impersonator does not charge: the work was done and the answer is that there is no such profile. A platform the caller did not request never fires it. |
| $0.0025 on the Free plan, down to $0.00175 on higher Apify plans | Once per Meta platform where a numeric follower count was read off the public Open Graph card. Does not fire on not_extractable, blocked, identity_mismatch or a URL only run. Facebook therefore often does not fire it, which is correct: it is the platform we most often cannot read. |
The actor's Apify page carries the current prices. Running this server consumes Apify credits.
Full actor documentation
apify.com/mambalabs/meta-brand-presence-mapper
Mamba Labs GTM Suite
Mamba Labs builds a fleet of GTM enrichment actors that share one flat, Clay
ready output convention, so their rows join on company_domain with no cleaning
step. Full fleet: apify.com/mambalabs
License
MIT
Available Tools
1 toolmap_meta_brand_presenceMap Instagram Threads and Facebook PresenceAIdempotent
Resolve a company domain to its Instagram, Threads and Facebook accounts with follower and post counts, as one flat Clay ready row. The Threads handle is derived from the resolved Instagram handle at no extra discovery cost. Instagram and Threads counts are rounded by Meta and the row carries both the rounded integer and the platform's own display string. Facebook is best effort: Meta serves a login wall to anonymous clients, so blocked is a normal answer there and never a zero. Read only; requires an APIFY_TOKEN and consumes Apify credits per call.
| Name | Required | Description | Default |
|---|---|---|---|
| handle | No | Optional. The Instagram handle with or without the leading @. Supplying it skips Instagram discovery AND gives Threads its handle for free, because Threads handles are Instagram handles (5 of 5 measured). | |
| platforms | No | Which of the three Meta surfaces to map. Default is all three. Dropping Facebook is the common choice: it is the least reliable of the three and it costs a fetch to find that out. | |
| skipCache | No | Default false: a successful lookup is cached for seven days and reused. Set true to force a fresh fetch. | |
| company_name | No | Optional. Improves search accuracy and is what the identity gate checks a discovered profile against, so supplying it reduces wrong matches. | |
| company_domain | No | Bare company domain, for example shopify.com. Supply this or a handle. With a domain the actor runs full discovery; with a handle it skips straight to the fetch. | |
| max_charge_usd | No | Optional spending cap for this call, in USD, passed to the actor as max_charge_usd. The run stops before any charge that would take it past this amount and keeps every row already charged. Leave empty to rely only on the maximum charge per run set on your Apify account. | |
| includeFollowerCounts | No | Default true: the profile page is fetched and the follower counts are extracted. Set false to resolve the profile URL only, which is cheaper and needs no proxy. |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Adds substantial behavior beyond the annotations: Threads handles are derived from the Instagram handle at no extra cost, Meta rounds IG/Threads counts (both rounded integer and display string returned), and Facebook is best effort because Meta serves a login wall, so 'blocked' is a normal answer and never a zero. It also discloses auth needs (APIFY_TOKEN) and per-call credit consumption. The one tension is that the description says 'Read only' while readOnlyHint=false; that annotation most plausibly reflects credit spend and cache writes rather than data mutation, so this is a nuance to resolve rather than a flat contradiction.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Five sentences, zero filler, and the primary outcome is front-loaded before the caveats. Each sentence contributes a distinct fact: scope, Threads derivation, rounding behavior, Facebook reliability, and auth/cost — nothing repeats the schema or the annotations.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, the description usefully characterizes the returned row (flat, Clay-ready, follower and post counts, rounded plus display string) and covers auth, cost caps, caching via skipCache, and the Facebook-blocked edge case. It stops short of stating what the row looks like when no profile is resolved at all, which is the remaining unspecified outcome for a 7-parameter discovery tool.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so every parameter (handle, platforms, skipCache, company_name, company_domain, max_charge_usd, includeFollowerCounts) is already documented in the input schema, which sets the baseline at 3. The description adds only the derived-Threads insight and the rounded/display-string return detail, neither of which illuminates a parameter's semantics beyond what the schema says.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource: 'Resolve a company domain to its Instagram, Threads and Facebook accounts with follower and post counts, as one flat Clay ready row.' The output shape and the three platforms are named up front, so an agent knows exactly what it gets back without opening the schema. No siblings exist, so no differentiation is needed.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description implies when the tool is appropriate (resolving social presence from a domain) and provides a prerequisite ('requires an APIFY_TOKEN and consumes Apify credits per call'), but it never states when not to use it or what alternative exists. The strongest routing guidance — dropping Facebook, supplying a handle to skip discovery — lives in the parameter descriptions rather than the tool description. Adequate but not explicit.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
1 tool update
v1.1.1- Changed
map_meta_brand_presence4 fields changed- removed
Input schema / additionalPropertiesRemoved value: -false - changed
Input schema / properties / includeFollowerCounts / descriptionPrevious value: -"When \"true\" (default) the profile page is fetched and the counts are extracted. Set \"false\" to resolve the profile URL only, which is cheaper and needs no proxy. Sent as a string for Clay compatibility."New value: +"Default true: the profile page is fetched and the follower counts are extracted. Set false to resolve the profile URL only, which is cheaper and needs no proxy." - added
Input schema / properties / max_charge_usdAdded value: +{ + "description": "Optional spending cap for this call, in USD, passed to the actor as max_charge_usd. The run stops before any charge that would take it past this amount and keeps every row already charged. Leave empty to rely only on the maximum charge per run set on your Apify account.", + "minimum": 0, + "type": "number" +} - changed
Input schema / properties / skipCache / descriptionPrevious value: -"When \"false\" (default) a successful lookup is cached for seven days and reused. Set \"true\" to force a fresh fetch. Sent as a string for Clay compatibility."New value: +"Default false: a successful lookup is cached for seven days and reused. Set true to force a fresh fetch."
1 tool update
v1.0.0- First observed
map_meta_brand_presence
TDQS
Scored across 1 tool
There is only one tool, so there is no possibility of misselection or overlap. Its purpose (domain → Meta account resolution) is unambiguous from the name and description.
The single tool follows a clean verb_noun snake_case pattern (map_meta_brand_presence) that clearly states the action and resource. With one tool there is no convention mixing to penalize.
A single tool is thin even for a narrow enrichment server, sitting below the typical 3-15 range. The scope (one read-only resolution call) plausibly justifies it, but there is no separate tool for batched input or per-platform retries.
The tool covers the stated domain end to end: domain resolution into Instagram, Threads, and Facebook with counts, and it honestly documents Facebook's best-effort limitation. Minor gaps exist—no bulk/multi-domain input, no retry or credential-check companion tool—but core coverage is solid.
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