Jason Lovell

Official8 tools

by jasonlovell

Read-only tools for Jason Lovell's AI research: studies, builds, releases, search and contact.

ai.jasonlovell/site — Model Context Protocol (MCP) Server

ai.jasonlovell/site provides read-only MCP tools focused on Jason Lovell’s AI research. The available functions cover studies, builds, and releases, and also include search and contact capabilities. The server is described as a source for accessing research-related information without modifying it.

🛠️ Key Features

Read-only tools
Studies
Builds
Releases
Search
Contact

🚀 Use Cases

Browsing Jason Lovell’s AI research studies
Viewing related builds and release information
Searching within the research resources
Accessing contact-related information

⚡ Developer Benefits

Clear, non-mutating (read-only) access pattern
Tooling centered on structured research artifacts (studies, builds, releases)
Includes search and contact-related functionality

⚠️ Limitations

Only read-only tools are described
No tool count, topics, or readme excerpt are provided in the source data

Captured live from the server via tools/list.

get_profile

Who Jason Lovell is: day role, career from mobile through Samsung, Captivate and PwC, how he builds, what he cares about now, and how to reach him.

Parameters

No parameters.

Raw schema

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

list_studies

The ten research studies: each one's question, kind of result, a short outcome, date and page. Can filter by the question a study asks.

Parameters1

question

string

optional

Only studies asking this question.

Raw schema

{
  "type": "object",
  "properties": {
    "question": {
      "description": "Only studies asking this question.",
      "type": "string",
      "enum": [
        "Does the state hold up?",
        "Can we trust the score?",
        "What carries over?",
        "Where does judgment sit?"
      ]
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

get_study

One study in full: the question, the result, the design decision, what was recorded, the evidence links and where the evidence stops.

Parameters1

slug

string

required

The study's slug, from list_studies.

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "enum": [
        "mcp-continuation-replay",
        "scaffold-arena",
        "realitybridge",
        "shadowskillbench",
        "living-context",
        "jev-decision-lab",
        "ghosttrace",
        "no-model-floor",
        "cascadeshift",
        "nano-interpretability"
      ],
      "description": "The study's slug, from list_studies."
    }
  },
  "required": [
    "slug"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

list_builds

Public repositories by area, newest first.

Parameters

No parameters.

Raw schema

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

get_build

One build: what it is and includes, and for builds with a design record, the question it answers, the design choice and where it stops.

Parameters1

slug

string

required

The build's slug.

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "enum": [
        "personal-ai-sovereignty-lab",
        "agent-assurance-case",
        "damn-vulnerable-agent-asset-corpus",
        "nanoassembly",
        "ghosttrace",
        "proofpack",
        "branchlab",
        "baton-studio",
        "meta-memory-studio",
        "agent-director",
        "scaffold-arena",
        "proofkern",
        "nanoim",
        "nanoawm",
        "nanocircuits",
        "nanofeatures",
        "skillscope",
        "sentinel-mcp",
        "amdm",
        "switchboard",
        "mcp-interop-bakeoff",
        "agent-hq-guard",
        "overhearops",
        "skillcheck",
        "rlm-lens",
        "runwright",
        "agentgate",
        "terrisk-agent",
        "voiceforge-ai",
        "skillbench-pd",
        "agent-ready-checkout-gateway"
      ],
      "description": "The build's slug."
    }
  },
  "required": [
    "slug"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

list_releases

Specifications, a white paper and research software, with DOIs where they have them.

Parameters

No parameters.

Raw schema

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

search_site

Find studies, builds and releases by keyword.

Parameters1

query

string

required

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "maxLength": 120
    }
  },
  "required": [
    "query"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

contact_routes

Ways to reach Jason, by purpose. It sends nothing: pass the route to the person you act for.

Parameters

No parameters.

Raw schema

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

Install

Tools (8)

get_profilelist_studiesget_studylist_buildsget_buildlist_releasessearch_sitecontact_routes

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://jasonlovell.ai/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "site": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://jasonlovell.ai/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

ai.jasonlovell/site — Model Context Protocol (MCP) Server

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

get_profile

list_studies

get_study

list_builds

get_build

list_releases

search_site

contact_routes

Install

Remote endpoint

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