How should @ezbiz/mcp-social-media be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this mcp.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

@ezbiz/mcp-social-media answer-first brief

AI-powered social media intelligence — profile analysis, engagement scoring, trend detection, and hashtag research across major platforms. Social Media Analytics MCP Server $1 $1 $1 AI-powered social media analytics tools via the $1. Give your AI assistant the ability to analyze profiles, score engagement, detect trends, and research hashtags across major platforms — all in real time. Tools | Tool | Description | |------|-------------| | analyze_profile | Profile & brand analysis — posting patterns, content themes, audience indicators, growth recommenda Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

@ezbiz/mcp-social-media is best for general automation workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB MCP, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 89/100

@ezbiz/mcp-social-media

MCPself-declared

Public facts

Change events

Artifacts

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Sjcripps

Artifacts

Benchmarks

Last release

1.0.0

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

View Source

Setup snapshot

git clone https://github.com/sjcripps/mcp-social-media-analytics.git

1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Sjcripps

profilemedium

Observed Feb 25, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

MCP

contractmedium

Observed Feb 25, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

Examples

Snippets

Languages

typescript

Executable Examples

json

{
  "mcpServers": {
    "social-media-analytics": {
      "url": "https://social.ezbizservices.com/mcp",
      "headers": {
        "x-api-key": "YOUR_API_KEY"
      }
    }
  }
}

bash

git clone https://github.com/sjcripps/mcp-social-media-analytics.git
cd mcp-social-media-analytics
bun install

cp .env.example .env
# Edit .env with your OpenAI API key and admin secret

bun run server.ts

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Full README

Social Media Analytics MCP Server

AI-powered social media analytics tools via the Model Context Protocol (MCP). Give your AI assistant the ability to analyze profiles, score engagement, detect trends, and research hashtags across major platforms — all in real time.

Tools

| Tool | Description | |------|-------------| | analyze_profile | Profile & brand analysis — posting patterns, content themes, audience indicators, growth recommendations | | score_engagement | Engagement scoring — engagement rate estimates, content effectiveness, posting time analysis, benchmarks | | detect_trends | Trend detection — viral content patterns, emerging topics, sentiment shifts, opportunity alerts | | research_hashtags | Hashtag research — popularity estimates, related hashtags, niche classification, recommended sets |

Quick Start (Hosted)

No installation required. Use the hosted version:

Get a free API key at social.ezbizservices.com/signup
Add to your MCP client config (Claude Desktop, Cursor, etc.):

{
  "mcpServers": {
    "social-media-analytics": {
      "url": "https://social.ezbizservices.com/mcp",
      "headers": {
        "x-api-key": "YOUR_API_KEY"
      }
    }
  }
}

Ask your AI assistant to analyze any social media presence!

Example Prompts

"Analyze the social media presence of @hubspot on LinkedIn"
"Score the engagement for Nike on Instagram"
"What's trending in AI marketing this week?"
"Research the best hashtags for real estate content on Instagram"

Self-Hosting

git clone https://github.com/sjcripps/mcp-social-media-analytics.git
cd mcp-social-media-analytics
bun install

cp .env.example .env
# Edit .env with your OpenAI API key and admin secret

bun run server.ts

Environment Variables

| Variable | Required | Description | |----------|----------|-------------| | OPENAI_API_KEY | Yes | OpenAI API key for AI-powered analysis | | ADMIN_SECRET | Yes | Secret for admin API endpoints | | MCP_PORT | No | Server port (default: 4202) |

Pricing

| Tier | Price | Requests/Month | |------|-------|----------------| | Free | $0 | 10 | | Starter | $19/mo | 200 | | Pro | $49/mo | 1,000 | | Business | $99/mo | 5,000 |

Start free at social.ezbizservices.com

Architecture

Runtime: Bun
Protocol: MCP SDK (Streamable HTTP transport)
AI: OpenAI GPT-4o for analysis
Scraping: Cheerio for web data extraction
Auth: API key-based with tiered rate limiting

License

MIT — see LICENSE

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB MCP

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.

Invocation examples

curl -s "https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/contract"

curl -s "https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

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Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-10-09T02:28:26.609Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Sjcripps",
    "href": "https://github.com/sjcripps/mcp-social-media-analytics",
    "sourceUrl": "https://github.com/sjcripps/mcp-social-media-analytics",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:19:44.321Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:19:44.321Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-sjcripps-mcp-social-media-analytics/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

@ezbiz/mcp-social-media answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

Social Media Analytics MCP Server

Tools

Quick Start (Hosted)

Example Prompts

Self-Hosting

Environment Variables

Pricing

Architecture

Links

License

Contract & API

Reliability & Benchmarks

Media & Demo

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