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": [
    "MCP"
  ],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Free; jDocMunch only $29 (one-time)",
    "commercial": {
      "currency": "USD",
      "lines": [
        {
          "name": "Free non-commercial use",
          "price": "$0",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Builder",
          "price": "$79",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Builder Trio Bundle",
          "price": "$99",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "jDocMunch only",
          "price": "$29",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "jDataMunch only",
          "price": "$39",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Studio",
          "price": "$349",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Studio Trio Bundle",
          "price": "$449",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Platform",
          "price": "$1,999",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Platform Trio Bundle",
          "price": "$2,499",
          "kind": "one_off",
          "billed": "one_off"
        }
      ]
    },
    "summary": "Free; jDocMunch only $29 (one-time). The product offers free non-commercial use and paid commercial licenses priced as one-time payments from $79 for a Builder license to $2,499 for the Platform Trio bundle.",
    "confidence": "high",
    "source_url": "https://jcodemunch.com/buying.php",
    "checked_at": "2026-10-30T02:15:14.070Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Free non-commercial use",
        "price": "$0",
        "period": null,
        "persona": "free",
        "highlights": [
          "Personal, academic and other non-commercial use",
          "Install via pip"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Builder",
        "price": "$79",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "One named developer",
          "Commercial use",
          "Every 1.x update with no time limit"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Builder Trio Bundle",
        "price": "$99",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "One developer",
          "Includes jCodeMunch, jDocMunch and jDataMunch"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "jDocMunch only",
        "price": "$29",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "Standalone commercial license"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "jDataMunch only",
        "price": "$39",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "Standalone commercial license"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Studio",
        "price": "$349",
        "period": "one-time",
        "persona": "team_sme",
        "highlights": [
          "Up to 5 developers at one organization",
          "Every 1.x update with no time limit",
          "Organization-wide token-savings rollup"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Studio Trio Bundle",
        "price": "$449",
        "period": "one-time",
        "persona": "team_sme",
        "highlights": [
          "Up to 5 developers",
          "Includes jCodeMunch, jDocMunch and jDataMunch"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Platform",
        "price": "$1,999",
        "period": "one-time",
        "persona": "enterprise",
        "highlights": [
          "Unlimited internal use across one organization",
          "Shared servers, CI and internal tooling",
          "Every 1.x update with no time limit"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Platform Trio Bundle",
        "price": "$2,499",
        "period": "one-time",
        "persona": "enterprise",
        "highlights": [
          "Unlimited internal use",
          "Includes jCodeMunch, jDocMunch and jDataMunch"
        ],
        "promo_note": null,
        "price_promo": null,
        "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": "2026-10-30",
  "profile_checked": null,
  "price_checked": "2026-10-30",
  "how_to_connect": {
    "website": "https://jcodemunch.com/",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": "pip install jcodemunch-mcp. You need a commercial license if you use it",
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "self_hosted",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": "pip install jcodemunch-mcp. You need a commercial license if you use it",
    "note": "You run it yourself: install from the published command/package; no vendor endpoint found.",
    "evidence": {
      "sources": [
        "page_text:install"
      ],
      "excerpt": "renewal. Do you need one? Personal, academic and other non-commercial use is free: pip install jcodemunch-mcp. You need a commercial license if you use it inside a for-",
      "url": "https://jcodemunch.com/buying.php",
      "observed_day": "2026-10-29",
      "age_days": 1,
      "hosted_evidence": null,
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://jcodemunch.com/buying.php",
      "last_observed_day": "2026-10-29",
      "age_days": 1,
      "verified_day": "2026-10-29",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 4,
    "group": "Software development workflow",
    "change_90d_pct": 0,
    "fair_price_by_tier_monthly_usd": {
      "individual": 10,
      "pro": 20,
      "team / small business": 57.31,
      "enterprise": 99
    },
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/4"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 464,
    "uptime_7d": 1,
    "checked_at": "2026-10-30T02:38:29.220Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}