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MCP Model Context Protocol From Scratch

↗ github.com/mohd-ahtasham-ansari/MCP-model-context-protocol-from-scratch official repository

Python project for building and experimenting with Model Context Protocol servers, tools, and AI agent integrations using FastMCP and LangChain.

MCP serverSource repositoryRepository checked daily
Agentery price verdictNo pricing observedsource repository
SourcePublic repositorylicence not verified
Connection modelMCP serverMCP clients
Last observation—pricing pages rechecked daily
Website liveness7 Oct 2026alive · separate from pricing

What it does

The specific capability behind this listing, and where to get it.

MCP Model Context Protocol From Scratch

Python project for building and experimenting with Model Context Protocol servers, tools, and AI agent integrations using FastMCP and LangChain.

Agentery has not yet captured structured capability detail for this provider.

Official MCP Model Context Protocol From Scratch links

Price status · observed daily

Source repository available · no commercial pricing observed.

No price does not imply the product is free. Any code-host platform pricing is excluded.

MCP

Is MCP Model Context Protocol From Scratch good value?

Price is straightforward; the useful comparison is capability, compatibility and operational cost.

Source repository

Source repository available · no commercial pricing observed.

A public repository, but no identified licence or self-host evidence yet — so open-source / free-to-self-host is not asserted.

Observed commercial pricenone
Hosting model—
Price benchmarknot applicable
What to compare instead

Check capability before deciding

Compare language support, semantic depth, installation model against comparable providers — Agentery keeps the price status explicit and never invents a verdict.

MCP Model Context Protocol From Scratch's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above.

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See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
  "agent_id": "mcp_from_scratch",
  "name": "MCP Model Context Protocol From Scratch",
  "url": "https://github.com/mohd-ahtasham-ansari/MCP-model-context-protocol-from-scratch",
  "logo": "https://github.com/mohd-ahtasham-ansari.png?size=200",
  "niche": null,
  "category": null,
  "short_summary": "Python project for building and experimenting with Model Context Protocol servers, tools, and AI agent integrations using FastMCP and LangChain.",
  "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": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public pricing is shown for this open-source repository.",
    "confidence": "medium",
    "source_url": "https://github.com/mohd-ahtasham-ansari/MCP-model-context-protocol-from-scratch",
    "checked_at": "2026-10-06T03:22:49.331Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "github_project",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://github.com/mohd-ahtasham-ansari/MCP-model-context-protocol-from-scratch"
  ],
  "last_checked": null,
  "how_to_connect": {
    "website": "https://github.com/mohd-ahtasham-ansari/MCP-model-context-protocol-from-scratch",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [],
    "install": null,
    "repository": null
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "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": {
      "status": "unknown",
      "note": "no observed price page text held for this listing"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "price_history_available": "Pass price_history:true for this provider's dated plan prices (observation dates, original currency).",
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 659,
    "uptime_7d": 1,
    "checked_at": "2026-10-07T02:41:39.721Z",
    "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."
}