Xpersona

Crawler Summary

DinCoder answer-first brief

Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime IMPORTANT: > - **Using Claude Code?** → Install the [Plugin](#-claude-code-plugin-recommended-for-claude-code) (easier, includes slash commands & agents) > - **Using VS Code/Codex/Cursor?** → Install [MCP Server Only](#installing-via-smithery) (plugins not supported) > > ⚠️ **Don't install both!** The plugin automatically installs the MCP server - installing both may cause conflicts. DinCoder brings the power of GitHub Spec Kit to any AI coding agent through the Model Context Protocol. It transforms the traditional "prompt-then-code-dump" workflow into a systematic, specification-driven process where specifications don't serve code—code serves specifications. 🌟 The Power Inversion: A New Development Paradigm For decades, code has been king. Specifications were scaffolding—built, used, then discarded once "real work" began. PRDs guided development, design docs informed implementation, but these were always subordinate to code. Code was truth. Everything else was, at best, good intentions. Spec-Driven Development inverts this power structure: Specifications Generate Code: The PRD isn't a guide—it's the source that produces implementation Executable Specifications: Precise, complete specs that eliminate the gap between intent and implementation Code as Expression: Code becomes the specification's expression in a particular language/framework Living Documentation: Maintain software by evolving specifications, not manually updating code This transformation is possible because AI can understand complex specifications and implement them systematically. But raw AI generation without structure produces chaos. DinCoder provides that structure through GitHub's proven Spec Kit methodology. Plugin install : **Step 1: Add the DinCoder marketplace** ```bash # In Claude Code /plugin marketplace add flight505/dincoder-plugin ``` **Step 2: Install the plugin** ```bash /plugin install dincoder ``` Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime IMPORTANT: - **Using Claude Code?** → Install the $1 (easier, includes slash commands & agents) - **Using VS Code/Codex/Cursor?** → Install $1 (plugins not supported) ⚠️ **Don't install both!** The plugin automatically installs the MCP server - installing both may cause conflicts. DinCoder brings the power of GitHub Spec Kit to any AI codi Capability contract not published. No trust telemetry is available yet. Last updated 3/7/2026.

Freshness

Last checked 3/7/2026

Best For

DinCoder 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, Smithery, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierSmitherySafety: 86/100

DinCoder

Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime IMPORTANT: > - **Using Claude Code?** → Install the [Plugin](#-claude-code-plugin-recommended-for-claude-code) (easier, includes slash commands & agents) > - **Using VS Code/Codex/Cursor?** → Install [MCP Server Only](#installing-via-smithery) (plugins not supported) > > ⚠️ **Don't install both!** The plugin automatically installs the MCP server - installing both may cause conflicts. DinCoder brings the power of GitHub Spec Kit to any AI coding agent through the Model Context Protocol. It transforms the traditional "prompt-then-code-dump" workflow into a systematic, specification-driven process where specifications don't serve code—code serves specifications. 🌟 The Power Inversion: A New Development Paradigm For decades, code has been king. Specifications were scaffolding—built, used, then discarded once "real work" began. PRDs guided development, design docs informed implementation, but these were always subordinate to code. Code was truth. Everything else was, at best, good intentions. Spec-Driven Development inverts this power structure: Specifications Generate Code: The PRD isn't a guide—it's the source that produces implementation Executable Specifications: Precise, complete specs that eliminate the gap between intent and implementation Code as Expression: Code becomes the specification's expression in a particular language/framework Living Documentation: Maintain software by evolving specifications, not manually updating code This transformation is possible because AI can understand complex specifications and implement them systematically. But raw AI generation without structure produces chaos. DinCoder provides that structure through GitHub's proven Spec Kit methodology. Plugin install : **Step 1: Add the DinCoder marketplace** ```bash # In Claude Code /plugin marketplace add flight505/dincoder-plugin ``` **Step 2: Install the plugin** ```bash /plugin install dincoder ``` Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime IMPORTANT: - **Using Claude Code?** → Install the $1 (easier, includes slash commands & agents) - **Using VS Code/Codex/Cursor?** → Install $1 (plugins not supported) ⚠️ **Don't install both!** The plugin automatically installs the MCP server - installing both may cause conflicts. DinCoder brings the power of GitHub Spec Kit to any AI codi

MCPself-declared

Public facts

3

Change events

0

Artifacts

0

Freshness

Mar 7, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 3/7/2026.

Trust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Mar 7, 2026

Vendor

Smithery

Artifacts

0

Benchmarks

0

Last release

Unpublished

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 3/7/2026.

View Source

Setup snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 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

Smithery

profilemedium
Observed Mar 7, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Mar 7, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Release & Crawl Timeline

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

Self-declaredagent-index

Artifacts Archive

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

Self-declaredSmithery

Extracted files

0

Examples

2

Snippets

0

Languages

Unknown

Executable Examples

bash

# In Claude Code
/plugin marketplace add flight505/dincoder-plugin

bash

/plugin install dincoder

Docs & README

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

Self-declaredSmithery

Docs source

Smithery

Editorial quality

ready

Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime IMPORTANT: > - **Using Claude Code?** → Install the [Plugin](#-claude-code-plugin-recommended-for-claude-code) (easier, includes slash commands & agents) > - **Using VS Code/Codex/Cursor?** → Install [MCP Server Only](#installing-via-smithery) (plugins not supported) > > ⚠️ **Don't install both!** The plugin automatically installs the MCP server - installing both may cause conflicts. DinCoder brings the power of GitHub Spec Kit to any AI coding agent through the Model Context Protocol. It transforms the traditional "prompt-then-code-dump" workflow into a systematic, specification-driven process where specifications don't serve code—code serves specifications. 🌟 The Power Inversion: A New Development Paradigm For decades, code has been king. Specifications were scaffolding—built, used, then discarded once "real work" began. PRDs guided development, design docs informed implementation, but these were always subordinate to code. Code was truth. Everything else was, at best, good intentions. Spec-Driven Development inverts this power structure: Specifications Generate Code: The PRD isn't a guide—it's the source that produces implementation Executable Specifications: Precise, complete specs that eliminate the gap between intent and implementation Code as Expression: Code becomes the specification's expression in a particular language/framework Living Documentation: Maintain software by evolving specifications, not manually updating code This transformation is possible because AI can understand complex specifications and implement them systematically. But raw AI generation without structure produces chaos. DinCoder provides that structure through GitHub's proven Spec Kit methodology. Plugin install : **Step 1: Add the DinCoder marketplace** ```bash # In Claude Code /plugin marketplace add flight505/dincoder-plugin ``` **Step 2: Install the plugin** ```bash /plugin install dincoder ``` Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime IMPORTANT: - **Using Claude Code?** → Install the $1 (easier, includes slash commands & agents) - **Using VS Code/Codex/Cursor?** → Install $1 (plugins not supported) ⚠️ **Don't install both!** The plugin automatically installs the MCP server - installing both may cause conflicts. DinCoder brings the power of GitHub Spec Kit to any AI codi

Full README

Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime

IMPORTANT:

  • Using Claude Code? → Install the Plugin (easier, includes slash commands & agents)
  • Using VS Code/Codex/Cursor? → Install MCP Server Only (plugins not supported)

⚠️ Don't install both! The plugin automatically installs the MCP server - installing both may cause conflicts.

DinCoder brings the power of GitHub Spec Kit to any AI coding agent through the Model Context Protocol. It transforms the traditional "prompt-then-code-dump" workflow into a systematic, specification-driven process where specifications don't serve code—code serves specifications.

🌟 The Power Inversion: A New Development Paradigm For decades, code has been king. Specifications were scaffolding—built, used, then discarded once "real work" began. PRDs guided development, design docs informed implementation, but these were always subordinate to code. Code was truth. Everything else was, at best, good intentions.

Spec-Driven Development inverts this power structure:

Specifications Generate Code: The PRD isn't a guide—it's the source that produces implementation Executable Specifications: Precise, complete specs that eliminate the gap between intent and implementation Code as Expression: Code becomes the specification's expression in a particular language/framework Living Documentation: Maintain software by evolving specifications, not manually updating code This transformation is possible because AI can understand complex specifications and implement them systematically. But raw AI generation without structure produces chaos. DinCoder provides that structure through GitHub's proven Spec Kit methodology.

Plugin install : Step 1: Add the DinCoder marketplace

# In Claude Code
/plugin marketplace add flight505/dincoder-plugin

Step 2: Install the plugin

/plugin install dincoder

Contract & API

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

MissingSmithery

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

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://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/snapshot"
curl -s "https://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/contract"
curl -s "https://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/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

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Agent hubMore from this sourceMCP agents
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://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "MCP_REGISTRY",
      "generatedAt": "2026-04-17T01:52:30.585Z"
    }
  },
  "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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Smithery",
    "href": "https://smithery.ai/servers/flight505/mcp_dincoder",
    "sourceUrl": "https://smithery.ai/servers/flight505/mcp_dincoder",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-03-07T06:33:49.814Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-03-07T06:33:49.814Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/smithery-flight505-mcp-dincoder/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

Sponsored

Ads related to DinCoder and adjacent AI workflows.