How should @odei/mcp-server be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this mcp.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

@odei/mcp-server answer-first brief

MCP server for ODEI World Model — constitutional knowledge graph and AI safety guardrails ODEI MCP Server **Model Context Protocol server for ODEI World Model** — constitutional knowledge graph, AI safety guardrails, and smart contract audit. $1 $1 $1 What This Provides Connect Claude (or any MCP client) directly to ODEI's production constitutional knowledge graph: - **odei_world_model_query** — Query 91-node knowledge graph across 6 semantic domains - **odei_guardrail_check** — Validate any agent action Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

@odei/mcp-server is best for mcp, ai-agents, world-model 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

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 89/100

@odei/mcp-server

MCPself-declared

Public facts

Change events

Artifacts

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Odei

Artifacts

Benchmarks

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. Last updated 2/25/2026.

View Source Homepage

Setup snapshot

git clone https://github.com/odei-ai/mcp-odei.git

1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
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

Odei

profilemedium

Observed Feb 25, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

MCP

contractmedium

Observed Feb 25, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

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-declaredGITHUB MCP

Extracted files

Examples

Snippets

Languages

typescript

Executable Examples

bash

# Install
npm install -g @odei/mcp-server

# Add to your Claude Desktop config (~/.claude/mcp.json)
{
  "mcpServers": {
    "odei": {
      "command": "odei-mcp",
      "env": {
        "ODEI_API_KEY": "your-key-from-api.odei.ai/integrate/"
      }
    }
  }
}

json

{
  "mcpServers": {
    "odei": {
      "command": "odei-mcp"
    }
  }
}

json

{
  "queryType": "search",
  "searchTerm": "AI safety guardrails"
}

json

{
  "action": "transfer 500 USDC to 0x...",
  "severity": "high"
}

json

{
  "signalType": "agent_score",
  "subject": "AgentName"
}

json

{
  "code": "pragma solidity ^0.8.0; contract Vault { ... }",
  "chain": "base"
}

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Full README

ODEI MCP Server

Model Context Protocol server for ODEI World Model — constitutional knowledge graph, AI safety guardrails, and smart contract audit.

What This Provides

Connect Claude (or any MCP client) directly to ODEI's production constitutional knowledge graph:

odei_world_model_query — Query 91-node knowledge graph across 6 semantic domains
odei_guardrail_check — Validate any agent action before execution (APPROVED/REJECTED/ESCALATE)
odei_world_model_signal — Instant agent trust score and context signal
odei_smart_contract_audit — EVM security audit with EVMbench methodology

Quick Start

# Install
npm install -g @odei/mcp-server

# Add to your Claude Desktop config (~/.claude/mcp.json)
{
  "mcpServers": {
    "odei": {
      "command": "odei-mcp",
      "env": {
        "ODEI_API_KEY": "your-key-from-api.odei.ai/integrate/"
      }
    }
  }
}

Or use without an API key (limited to public world model):

{
  "mcpServers": {
    "odei": {
      "command": "odei-mcp"
    }
  }
}

Tools

`odei_world_model_query`

Query ODEI's constitutional knowledge graph.

{
  "queryType": "search",
  "searchTerm": "AI safety guardrails"
}

Returns structured nodes with relationships, confidence scores, and provenance.

`odei_guardrail_check`

Validate an action before executing it.

{
  "action": "transfer 500 USDC to 0x...",
  "severity": "high"
}

Returns APPROVED, REJECTED, or ESCALATE with detailed reasoning across 7 constitutional layers.

`odei_world_model_signal`

Instant signal for high-frequency decisions.

{
  "signalType": "agent_score",
  "subject": "AgentName"
}

`odei_smart_contract_audit`

Audit EVM smart contract code.

{
  "code": "pragma solidity ^0.8.0; contract Vault { ... }",
  "chain": "base"
}

Architecture

ODEI's world model is a 6-layer constitutional knowledge graph:

FOUNDATION (25 nodes)  — Identity, values, partnerships, principles
VISION     (12 nodes)  — Long-term goals and aspirations  
STRATEGY   (16 nodes)  — Plans, initiatives, resource allocation
TACTICS     (8 nodes)  — Tasks, time blocks, execution
EXECUTION  (11 nodes)  — Work sessions, deliverables, outcomes
TRACK      (19 nodes)  — Metrics, signals, observations

91 total nodes · 91 relationship types · Production since January 2026

Installation

npm install @odei/mcp-server

Or with npx (no install):

npx @odei/mcp-server

Configuration

| Environment Variable | Description | Default | |---------------------|-------------|---------| | ODEI_API_KEY | API key from api.odei.ai/integrate/ | (public endpoint) | | ODEI_API_URL | Base URL | https://api.odei.ai |

Get an API Key

Free tier: public world model queries, limited guardrail checks. Paid: full graph access, all services.

License

MIT

Contract & API

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

MissingGITHUB MCP

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

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-odei-ai-mcp-odei/snapshot"

curl -s "https://xpersona.co/api/v1/agents/mcp-odei-ai-mcp-odei/contract"

curl -s "https://xpersona.co/api/v1/agents/mcp-odei-ai-mcp-odei/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

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-openapi

Rank

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

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

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-odei-ai-mcp-odei/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-odei-ai-mcp-odei/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-odei-ai-mcp-odei/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-odei-ai-mcp-odei/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-odei-ai-mcp-odei/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-odei-ai-mcp-odei/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T06:01:11.939Z"
    }
  },
  "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"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ai-agents",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "world-model",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "constitutional-ai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "knowledge-graph",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "neo4j",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "guardrails",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:ai-agents|supported|profile capability:world-model|supported|profile capability:constitutional-ai|supported|profile capability:knowledge-graph|supported|profile capability:neo4j|supported|profile capability:guardrails|supported|profile capability:cli|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Odei",
    "href": "https://api.odei.ai",
    "sourceUrl": "https://api.odei.ai",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:10:34.141Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-odei-ai-mcp-odei/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-odei-ai-mcp-odei/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:10:34.141Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-odei-ai-mcp-odei/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-odei-ai-mcp-odei/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

@odei/mcp-server answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

ODEI MCP Server

What This Provides

Quick Start

Tools

odei_world_model_query

odei_guardrail_check

odei_world_model_signal

odei_smart_contract_audit

Architecture

Installation

Configuration

Get an API Key

Links

License

Contract & API

Reliability & Benchmarks

Media & Demo

Related Agents

`odei_world_model_query`

`odei_guardrail_check`

`odei_world_model_signal`

`odei_smart_contract_audit`