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socialintel

Social Intel MCP

by socialintel

Social Intel MCP

Instagram influencer discovery for AI agents. Pay per call in USDC via x402 — no API keys, no subscriptions, no sign-up.

MIT license Python 3.10+ MCP compatible x402 payments socialintel.dev socialintel-mcp MCP server

socialintel.dev is a data layer for AI agents running influencer-outreach, brand-research, and creator-intelligence workflows. This repository ships an MCP server that exposes the same data through the Model Context Protocol so any MCP-compatible client (Claude, Cursor, VS Code, Cline, …) can call it natively.

📋 Table of Contents

Related MCP server: pulsenetwork-mcp

🚀 Quickstart — hosted endpoint

Recommended. Point any MCP client that speaks HTTP/SSE or streamable transport directly at our hosted server:

https://socialintel.dev/mcp

No install, no pip, no Docker. Your agent's x402 client handles payment on each tools/call.

If your client needs a stdio wrapper (Claude Desktop on older versions, some CLI clients), see the MCP clients section for uvx / pip install setups that proxy stdio → HTTPS.

🔌 MCP clients

Claude Desktop

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "socialintel": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/socialintel/socialintel-mcp",
        "socialintel-mcp"
      ],
      "env": {
        "SOCIAL_INTEL_API_URL": "https://socialintel.dev"
      }
    }
  }
}

Restart Claude Desktop. search_leads appears in the tool list.

Cursor

Preferences → MCP → add server:

{
  "socialintel": {
    "command": "uvx",
    "args": ["--from", "git+https://github.com/socialintel/socialintel-mcp", "socialintel-mcp"]
  }
}

VS Code (with GitHub Copilot or Continue)

.vscode/mcp.json in your workspace:

{
  "servers": {
    "socialintel": {
      "command": "uvx",
      "args": ["--from", "git+https://github.com/socialintel/socialintel-mcp", "socialintel-mcp"]
    }
  }
}

Cline (VS Code extension)

Cline auto-detects MCP servers from cline_mcp_settings.json. Add the same server block as Claude Desktop above.

Cherry Studio / Zed / any MCP-compatible client

Use the stdio command:

uvx --from git+https://github.com/socialintel/socialintel-mcp socialintel-mcp

Or point the client at the hosted HTTP endpoint if it supports remote MCPs: https://socialintel.dev/mcp

Direct pip install

pip install git+https://github.com/socialintel/socialintel-mcp
SOCIAL_INTEL_API_URL=https://socialintel.dev socialintel-mcp

🛠️ Tools

search_leads

Search Instagram influencers by demographics, location, keyword, or business category.

Param

Type

What it does

query

string

Keyword on name/bio (e.g. yoga, travel blogger)

country

string

ISO code (US, DE, UK, IN, BR) or full name

city

string

City filter (e.g. Los Angeles). Pair with country

category

string

Fitness · Beauty · Travel · Food & Beverage · Gaming · Fashion · Lifestyle · Sports · Education · Finance · Tech · …

gender

string

male / female (also man / woman)

min_followers

int

Floor. 10000 = micro, 100000 = macro

max_followers

int

Ceiling. 100000 excludes mega-accounts

limit

int

1–100 (default 20). Price scales with limit

demo

bool

true = 3 free preview results, no payment

Each result:

{
  "username": "yoga_with_adriene",
  "full_name": "Adriene Mishler",
  "followers": 10500000,
  "category": "Fitness",
  "bio": "Yoga teacher & filmmaker from Austin TX",
  "public_email": "contact@adriene.com",
  "is_verified": true,
  "is_business": true,
  "gender": "woman"
}

public_email is populated where available — higher on business-verified accounts, lower on personal creator accounts (Instagram platform reality, not a filter we apply).

💰 Payment flow (x402)

Agent payments follow the x402 protocol: a 402 Payment Required response carries signed payment requirements; the client signs a USDC transfer and retries; the server verifies + settles through a facilitator and returns results.

  1. Agent calls search_leads(category="Fitness", country="US").

  2. Server replies HTTP 402 with extensions.bazaar metadata and accepts blocks for Base (USDC) and Solana (USDC).

  3. If the client runs an x402 client library (x402-httpx, agentcash, the TypeScript x402 package, etc.), it signs a transfer on either chain and retries.

  4. Our server verifies + settles via the CDP facilitator (primary — also catalogues us on agentic.market) or PayAI facilitator (fallback). Results return on the retried call.

Pricing — transparent per-call, no minimums:

Limit

USDC

1–20

$0.50

50

$0.80

100

$1.30

Formula: $0.50 + max(0, limit − 20) × $0.01.

Free demo with demo=true skips payment entirely; see Free demo mode.

🎯 Use cases

Micro-influencer discovery for brand outreach

search_leads(
    category="Beauty",
    country="US",
    min_followers=15000,
    max_followers=200000,
    limit=50,
)

Returns 50 beauty micro-influencers in the US, with public business emails where available.

Local creator sourcing (city-level)

search_leads(
    city="Los Angeles",
    category="Food & Beverage",
    min_followers=10000,
    limit=20,
)

LA food creators with 10K+ followers.

Keyword + demographics fusion

search_leads(
    query="personal trainer",
    gender="female",
    country="United Kingdom",
    min_followers=50000,
    max_followers=500000,
)

Female personal trainers in the UK, mid-to-large follower tier.

Free exploration before paying

search_leads(category="Travel", country="Germany", demo=True)

Returns 3 preview results with no payment — perfect for validating filters before spending.

🎛️ Configuration

Env var

Default

Purpose

SOCIAL_INTEL_API_URL

http://localhost:8000

Base URL for the upstream API. Set to https://socialintel.dev for production.

POSTHOG_API_KEY

(empty)

Optional — if set, the MCP server emits anonymous usage events to PostHog. Empty by default so there's no silent telemetry.

POSTHOG_HOST

https://us.i.posthog.com

Only used when POSTHOG_API_KEY is set.

🧪 Free demo mode

Pass demo=true on any search_leads call. You get up to 3 preview results, no payment required. The response includes an upgrade_message pointing at the paid URL so your agent can switch to paid mode after validating filters.

Demo is rate-limited to 5 requests per IP per hour. It reads from our cache rather than the live data source, so content reflects recent queries rather than live platform state.

🌐 Multiple transports

  • stdio (default) — uvx --from git+... socialintel-mcp

  • HTTPS / streamable — connect directly to https://socialintel.dev/mcp

  • SSE — the hosted endpoint also serves Server-Sent Events for clients that prefer it

The hosted endpoint is the simplest path — zero install, identical tool definitions.

🔒 Privacy & telemetry

This server emits one anonymous event per tool call when POSTHOG_API_KEY is set:

  • mcp_search_leads — includes only the filter shape (query, country, category, gender, follower range, limit, demo flag) and the resulting row count. No profile usernames, no emails, no payer addresses.

Events are off by default (no key means no capture). If you enable telemetry you can point it at your own PostHog project — set POSTHOG_API_KEY to your own key and the events go to your instance, not ours.

Payment-level telemetry (x402 settle, transaction hashes, revenue) is captured server-side by socialintel.dev, not by this MCP wrapper.

📄 License

MIT — see LICENSE.

🐛 Issues

Bug reports, feature requests, agent-integration questions: github.com/socialintel/socialintel-mcp/issues

Available Tools

1 tool
search_leadsA

Search Instagram influencers by demographics, location, or keyword.

Returns username, bio, follower count, category, and business email (~50% of accounts).

Price: $0.50 USDC on Base or Solana via x402 (auto-handled by AgentCash or x402 client). Set demo=True to try for free — returns up to 3 results, no payment required.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryNoKeyword or phrase to search by name/bio (e.g. 'yoga', 'travel blogger', 'NYC chef').
countryNoCountry filter. ISO code (US, DE, FR, UK, CA, AU, IN, BR, JP) or full name. Default: all countries.
cityNoCity filter (e.g. 'Los Angeles', 'London', 'New York'). Use with country for precise local targeting.
categoryNoInstagram business category. Examples: Fitness, Beauty, Travel, Food & Beverage, Gaming, Fashion, Lifestyle, Sports.
genderNoGender filter: 'male' or 'female' (also accepts 'man'/'woman').
min_followersNoMinimum follower count. Use 10000 for micro-influencers, 100000 for macro-influencers.
max_followersNoMaximum follower count. Use 100000 to exclude celebrities and large brands.
limitNoResults to return (1-100, default 20). Pricing: 1-20=$0.50, 50=$0.80, 100=$1.30.
demoNoTrue = free preview (3 results, no payment). False = full paid search via x402.

TDQS

A4.4/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description covers pricing ($0.50 USDC on Base or Solana via x402), demo mode limitations (3 results, free), and notes that ~50% of accounts have a business email. This goes beyond what annotations would typically provide.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is compact and front-loaded with purpose and return fields. Pricing details are valuable but could be slightly more concise. Overall efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 9 parameters with full schema documentation and no output schema, the description covers pricing, demo mode, and email availability. This is sufficient for an agent to use the tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the description adds limited meaning beyond schema. It only mentions query, country, city, etc., but the schema already documents parameters well. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states the tool searches Instagram influencers by demographics, location, or keyword, and specifies what it returns (username, bio, follower count, category, business email). This clearly defines the action and output, distinguishing it from potential siblings.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explains when to use demo mode vs paid mode, but does not provide direct alternatives or when-not-to-use scenarios. Since there are no sibling tools, this is acceptable.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

TDQS

A4.1/5.0
Disambiguation5/5

Only one tool exists, so there is no risk of confusion between tools.

Naming Consistency4/5

With only one tool, naming is consistent by default. The verb_noun pattern is followed.

Tool Count2/5

A single tool is insufficient for a server titled 'Social Intel MCP' which implies broader capabilities like lead management or analytics, resulting in a thin offering.

Completeness2/5

The server only provides search for leads, missing essential operations like saving leads, viewing saved lists, or updating contact information, leaving significant gaps.

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

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