MCP MeasureMCP Measure

index observed

AFMR Discovery

Read AFMR failure modes and discover scoped attestation and lift-evidence contracts.

AI & Machine LearningCode & DevelopmentSearch & Discovery

Should I use this

Quality & Safety

B
Description quality
85%
Schema completeness
43%
Naming quality
85%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (3)

  • LOWTool 'discover_afmr' description lacks action verbin discover_afmr
  • LOWTool 'get_lift_evidence_contract' description lacks action verbin get_lift_evidence_contract
  • LOWTool 'get_reputation_attestation_contract' name length outside 3-30 rangein get_reputation_attestation_contract

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~403Tokens (tool definitions)
~462 BTypical response size
Minimal attention impact (0.31% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Uptime

100.0%Available
206msAvg latency
12m agoLast success

Probed every 10 minutes. Showing last 100 samples.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "discovery": {
      "url": "https://afmr.ai/api/rpc"
    }
  }
}

Remote endpoints

https://afmr.ai/api/rpcstreamable-http
https://afmr.ai/mcpstreamable-http

What it can do

Tool inventory

Tools (4)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢discover_afmr

Return canonical AFMR specifications, registries, schemas, endpoints, and scope boundaries.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
🟢lookup_failure_mode(id, query, limit)

Find exact AFMR 1.0 failure-mode records by permanent ID or bounded text query.

Input Schema

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "pattern": "^AFMR-F[0-9]{3}$",
      "description": "Exact permanent family identifier, for example AFMR-F010."
    },
    "query": {
      "type": "string",
      "minLength": 2,
      "maxLength": 100,
      "description": "Text matched against ID, name, definition, and class."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 10,
      "default": 5
    }
  },
  "additionalProperties": false,
  "anyOf": [
    {
      "required": [
        "id"
      ]
    },
    {
      "required": [
        "query"
      ]
    }
  ]
}
🟢get_reputation_attestation_contract

Return the portable attestation, trust-profile, verifier-result, endpoint-registry, and lifecycle contracts.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
🟢get_lift_evidence_contract

Return the stable configuration-scoped public-card schema and empty public index; no results are asserted.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

Compare

Peer Comparison

Compare this server with others in the same category.

Project Desk
Tools:0
bitroad
Tools:0
mcp
Tools:0
canaryusers
Tools:3
Token cost:473
Grade:A
adside
Tools:0
Uptime:99.9%
Latency:255ms

Version History

unknown → unknown
10/27/2026
Initial manifest with 4 tools
Details
Added:
  • + discover_afmr
  • + lookup_failure_mode
  • + get_reputation_attestation_contract
  • + get_lift_evidence_contract
unknown → unknown
10/27/2026
Initial manifest with 4 tools
Details
Added:
  • + discover_afmr
  • + lookup_failure_mode
  • + get_reputation_attestation_contract
  • + get_lift_evidence_contract
unknown → unknown
10/27/2026
Initial manifest with 4 tools
Details
Added:
  • + discover_afmr
  • + lookup_failure_mode
  • + get_reputation_attestation_contract
  • + get_lift_evidence_contract
unknown → unknown
10/27/2026
Initial manifest with 4 tools
Details
Added:
  • + discover_afmr
  • + lookup_failure_mode
  • + get_reputation_attestation_contract
  • + get_lift_evidence_contract
unknown → unknown
10/27/2026
Initial manifest with 4 tools
Details
Added:
  • + discover_afmr
  • + lookup_failure_mode
  • + get_reputation_attestation_contract
  • + get_lift_evidence_contract
unknown → unknown
10/27/2026
Initial manifest with 4 tools
Details
Added:
  • + discover_afmr
  • + lookup_failure_mode
  • + get_reputation_attestation_contract
  • + get_lift_evidence_contract
unknown → unknown
10/27/2026
Initial manifest with 4 tools
Details
Added:
  • + discover_afmr
  • + lookup_failure_mode
  • + get_reputation_attestation_contract
  • + get_lift_evidence_contract
unknown → unknown
10/27/2026
Initial manifest with 4 tools
Details
Added:
  • + discover_afmr
  • + lookup_failure_mode
  • + get_reputation_attestation_contract
  • + get_lift_evidence_contract
unknown → unknown
10/26/2026
Initial manifest with 4 tools
Details
Added:
  • + discover_afmr
  • + lookup_failure_mode
  • + get_reputation_attestation_contract
  • + get_lift_evidence_contract
unknown → unknown
10/26/2026
Initial manifest with 4 tools
Details
Added:
  • + discover_afmr
  • + lookup_failure_mode
  • + get_reputation_attestation_contract
  • + get_lift_evidence_contract

Community

Rate this Server

Evidence

Recent observations

verifiedversion not recorded4 tools
verifiedversion not recorded4 tools
verifiedversion not recorded4 tools
verifiedversion not recorded4 tools
verifiedversion not recorded4 tools
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verifiedversion not recorded4 tools