Jcodemunch

{
  "agent_id": "jcodemunch_mcp",
  "name": "Jcodemunch",
  "url": "https://jcodemunch.com/",
  "logo": "https://www.google.com/s2/favicons?domain=jcodemunch.com&sz=128",
  "niche": "rag-pipeline-platform",
  "category": "developer-tools-infra",
  "short_summary": "Model-agnostic MCP server that indexes codebases and retrieves exact functions, classes, or constants for AI agents (Claude, GPT, Gemini), reducing code-readin…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "one-time",
    "currency": "USD",
    "lowest_monthly_usd": 29,
    "monthly_usd": 29,
    "headline": "From $29/mo",
    "summary": "From $29/mo. jCodeMunch offers one-time commercial licenses from $29 for an individual product to $2,499 for an organization-wide trio bundle.",
    "confidence": "high",
    "source_url": "https://jcodemunch.com/descriptions.php",
    "checked_at": "2026-09-13T03:43:11.575Z",
    "amount": 29,
    "display": "From $29/mo",
    "plans": [
      {
        "name": "Builder Bundle",
        "price": "$99",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "All three tools",
          "Commercial use for 1 developer",
          "No subscription"
        ],
        "price_annual": null
      },
      {
        "name": "jCodeMunch Builder",
        "price": "$79",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "Code symbol retrieval",
          "Commercial use for 1 developer"
        ],
        "price_annual": null
      },
      {
        "name": "jDocMunch Builder",
        "price": "$29",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "Documentation retrieval",
          "Commercial use for 1 developer"
        ],
        "price_annual": null
      },
      {
        "name": "jDataMunch Builder",
        "price": "$39",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "Data-layer retrieval",
          "Commercial use for 1 developer"
        ],
        "price_annual": null
      },
      {
        "name": "Studio Bundle",
        "price": "$449",
        "period": "one-time",
        "persona": "team_sme",
        "highlights": [
          "All three tools",
          "Commercial use for up to 5 developers"
        ],
        "price_annual": null
      },
      {
        "name": "jCodeMunch Studio",
        "price": "$349",
        "period": "one-time",
        "persona": "team_sme",
        "highlights": [
          "Code symbol retrieval",
          "Commercial use for up to 5 developers"
        ],
        "price_annual": null
      },
      {
        "name": "jDocMunch Studio",
        "price": "$99",
        "period": "one-time",
        "persona": "team_sme",
        "highlights": [
          "Documentation retrieval",
          "Commercial use for up to 5 developers"
        ],
        "price_annual": null
      },
      {
        "name": "jDataMunch Studio",
        "price": "$149",
        "period": "one-time",
        "persona": "team_sme",
        "highlights": [
          "Data-layer retrieval",
          "Commercial use for up to 5 developers"
        ],
        "price_annual": null
      },
      {
        "name": "Platform Bundle",
        "price": "$2,499",
        "period": "one-time",
        "persona": "enterprise",
        "highlights": [
          "All three tools",
          "Unlimited company-wide use"
        ],
        "price_annual": null
      },
      {
        "name": "jCodeMunch Platform",
        "price": "$1,999",
        "period": "one-time",
        "persona": "enterprise",
        "highlights": [
          "Code symbol retrieval",
          "Org-wide deployment"
        ],
        "price_annual": null
      },
      {
        "name": "jDocMunch Platform",
        "price": "$499",
        "period": "one-time",
        "persona": "team_sme",
        "highlights": [
          "Documentation retrieval",
          "Org-wide deployment"
        ],
        "price_annual": null
      },
      {
        "name": "jDataMunch Platform",
        "price": "$499",
        "period": "one-time",
        "persona": "team_sme",
        "highlights": [
          "Data-layer retrieval",
          "Org-wide deployment"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "mcp_server",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://jcodemunch.com/"
  ],
  "last_checked": null,
  "how_to_connect": {
    "website": "https://jcodemunch.com/",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": []
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 352,
    "uptime_7d": 1,
    "checked_at": "2026-09-13T02:36:13.964Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}