Xpersona

Crawler Summary

architect-mcp-server answer-first brief

Powerful, self-extending MCP server for dynamic AI tool orchestration with sandboxed execution, capability-based security, and a built-in dashboard. <div align="center"> <img src="./assets/logo.png" alt="Architect MCP Logo" width="250"/> Architect MCP Server **The AI agent workshop that builds its own tools.** </div> --- 🚀 What is Architect? AI agents are incredibly smart, but they hit a wall when they need a tool that doesn't exist yet. **Architect MCP removes that wall.** Instead of giving your AI agent a fixed, rigid toolbox, you give it an entire *workshop*. Capability contract not published. No trust telemetry is available yet. 21 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

architect-mcp-server 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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 100/100

architect-mcp-server

Powerful, self-extending MCP server for dynamic AI tool orchestration with sandboxed execution, capability-based security, and a built-in dashboard. <div align="center"> <img src="./assets/logo.png" alt="Architect MCP Logo" width="250"/> Architect MCP Server **The AI agent workshop that builds its own tools.** </div> --- 🚀 What is Architect? AI agents are incredibly smart, but they hit a wall when they need a tool that doesn't exist yet. **Architect MCP removes that wall.** Instead of giving your AI agent a fixed, rigid toolbox, you give it an entire *workshop*.

MCPself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals21 GitHub stars

Capability contract not published. No trust telemetry is available yet. 21 GitHub stars reported by the source. Last updated 2/25/2026.

21 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Ageborn Dev

Artifacts

0

Benchmarks

0

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. 21 GitHub stars reported by the source. Last updated 2/25/2026.

View Source

Setup snapshot

git clone https://github.com/ageborn-dev/architect-mcp-server.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  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

Ageborn Dev

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Feb 25, 2026Source linkProvenance
Adoption (1)

Adoption signal

21 GitHub stars

profilemedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

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

0

Examples

2

Snippets

0

Languages

typescript

Executable Examples

bash

npm install
npm run build
npm start

bash

docker compose up -d

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Powerful, self-extending MCP server for dynamic AI tool orchestration with sandboxed execution, capability-based security, and a built-in dashboard. <div align="center"> <img src="./assets/logo.png" alt="Architect MCP Logo" width="250"/> Architect MCP Server **The AI agent workshop that builds its own tools.** </div> --- 🚀 What is Architect? AI agents are incredibly smart, but they hit a wall when they need a tool that doesn't exist yet. **Architect MCP removes that wall.** Instead of giving your AI agent a fixed, rigid toolbox, you give it an entire *workshop*.

Full README
<div align="center"> <img src="./assets/logo.png" alt="Architect MCP Logo" width="250"/>

Architect MCP Server

The AI agent workshop that builds its own tools.

</div>

🚀 What is Architect?

AI agents are incredibly smart, but they hit a wall when they need a tool that doesn't exist yet. Architect MCP removes that wall.

Instead of giving your AI agent a fixed, rigid toolbox, you give it an entire workshop. If your agent needs to call an unconventional API, parse an obscure file format, or hook into a database, it simply writes a custom tool for it on the fly.

Once approved by you, that tool runs securely in an isolated sandbox. The next time your agent hits the same problem? The customized tool is already there, ready to go.

✨ Key Features

  • Automated Tool Creation: Agents construct, test, and permanently save their own JavaScript tools on the fly.
  • Ironclad Security & Sandboxing: Every custom tool is executed in a highly restricted sandbox. Network or file system access requires explicit user approval through granular capability scopes.
  • Built-in Web Dashboard: A beautiful, real-time dashboard UI (running on port 3001 out of the box). Manage your active tools, watch execution logs unfold in real time, monitor failures, and securely manage secrets.
  • Cron Scheduling: Not just for manual use! Agents can set up custom tools to run on cron schedules or build continuous background pipelines.
  • Global Marketplace: Why build from scratch if someone else already did? Agents can search (marketplace_browse), install (marketplace_install), and even share your creations (marketplace_publish) using a GitHub token.
  • Persistent Data Layer: Built-in, blazing-fast SQLite storage to manage tools, run logs, and execution states reliably.

🛠️ Getting Started

1. Simple Local Setup

You can get running in seconds if you have Node.js installed.

npm install
npm run build
npm start

(Pro-tip: For development, use npm run dev to enable auto-restarts.)

2. Docker Setup (Recommended)

Don't want to mess with Node environments? Just spin it up with Docker Compose:

docker compose up -d

Your data and tools remain safe inside persistent Docker volumes, and the dashboard is instantly available at http://localhost:3001.

🧠 How the Workflow Looks

  1. Create: Your AI agent needs to accomplish something new, so it writes the JavaScript code to do it.
  2. Review & Approve: You review the tool's requested permissions and click "Approve", granting it secure network or file access. No rogue scripts allowed.
  3. Execute: The agent runs its shiny new tool safely inside the isolated sandbox.
  4. Automate & Share: The agent can set the tool to run on a schedule, chain it with other tools, or publish it to the global marketplace.

Built with ❤️ and mass amounts of coffee by Ageborn Dev.
Because agents should be builders, not just users.

Contract & API

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

MissingGITHUB MCP

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/mcp-ageborn-dev-architect-mcp-server/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-ageborn-dev-architect-mcp-server/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-ageborn-dev-architect-mcp-server/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/mcp-ageborn-dev-architect-mcp-server/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-ageborn-dev-architect-mcp-server/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-ageborn-dev-architect-mcp-server/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-ageborn-dev-architect-mcp-server/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-ageborn-dev-architect-mcp-server/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-ageborn-dev-architect-mcp-server/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-16T23:54:53.921Z"
    }
  },
  "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": "Ageborn Dev",
    "href": "https://github.com/ageborn-dev/architect-mcp-server",
    "sourceUrl": "https://github.com/ageborn-dev/architect-mcp-server",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:07:10.952Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-ageborn-dev-architect-mcp-server/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-ageborn-dev-architect-mcp-server/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:07:10.952Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "21 GitHub stars",
    "href": "https://github.com/ageborn-dev/architect-mcp-server",
    "sourceUrl": "https://github.com/ageborn-dev/architect-mcp-server",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:07:10.952Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-ageborn-dev-architect-mcp-server/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-ageborn-dev-architect-mcp-server/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
  }
]

Sponsored

Ads related to architect-mcp-server and adjacent AI workflows.