# io.github.jdhart81/neurogenesis

> Developmental agents for the agent economy: create an agent from a digital genome, then evolve it wi

- name: io.github.jdhart81/neurogenesis
- version: 0.2.0
- connection class: R0 (autonomous)
- trust: 83/100 flags: duplicate-repo
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.jdhart81%2Fneurogenesis
- tools: https://api.protogrid.dev/v1/servers/io.github.jdhart81%2Fneurogenesis/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "neurogenesis": {
      "type": "http",
      "url": "https://mcp.viridisconservation.com/neurogenesis/mcp"
    }
  }
}
```


## Trust

- hygiene: 60
- liveness: 100
- freshness: 85
- provenance: 80
- drivers: +repository +namespace-matches-repo +reachable +uptime-100% ~updated-48d-ago -duplicate-repo(32 names)
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: create_agent (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); register_compute_profile (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); describe_agent (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 1,479 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 14, about 1,479 tokens to load them all
- tool set hash: 4bd64e4e1530884e84d521f9691763a3
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.jdhart81/neurogenesis.svg)](https://protogrid.dev/servers/io.github.jdhart81/neurogenesis)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://mcp.viridisconservation.com/neurogenesis/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (14)

- `best_next_steps`: Routing recommendation: the strongest next cognitive steps from a
    given node, by learned edge weight and trust.
- `compute_efficiency_report`: Free read: decision/outcome receipts, route modes, compute avoided,
    predicted savings, predicted-vs-observed cost/latency/energy coverage,
    and Landauer-floor context. Estimates and observations stay distinct.
- `create_agent`: Create a developmental agent from a digital genome:
    {agent_name, purpose, initial_nodes (unique, >=1), fitness_metrics
    (>=1), optional growth_rules / safety_axioms}. Returns agent_id +
    initial graph summary.
- `delete_agent`: Remove a developmental agent from this mount.
- `describe_agent`: Return capabilities and input contract.
- `export_state`: Portable state document for an agent (import_state recreates it
    anywhere — including a self-hosted verdigraph-neurogenesis).
- `get_agent`: Full current state: genome, cognitive graph (nodes/edges with
    weights and trust), and summary counts.
- `get_ledger`: The append-only developmental ledger: every growth, pruning, and
    evaluation event with reasons (NG3 — returned verbatim).
- `import_state`: Recreate an agent from an export_state document.
- `list_agents`: All developmental agents on this mount, with summary counts.
- `record_route_outcome`: Attach one observed outcome to a Wu Wei decision. Actual cost,
    latency, and energy are optional and remain explicitly unknown when
    omitted. One append-only, hash-bound outcome is allowed per decision.
- `register_compute_profile`: Register a caller-owned Wu Wei execution profile: reuse/cache,
    deterministic rule, local model, tool/workflow, or cloud model. Profiles
    can declare quality, reliability, capabilities, token costs, latency,
    locality, energy rates or average power, carbon intensity, and cache
    confidence/age. Routing never invents capacity or energy evidence.
- `route_task`: Choose the least-burden eligible route for a task. Hard constraints
    include quality, reliability, locality, capabilities, context, cost,
    latency, and energy. Optional baselines quantify predicted savings.
    Explicit allow_defer/value/urgency fields may produce a no-work decision;
    no result is then claimed. Returns a hash-bound decision receipt.
- `submit_evaluation`: Evolve an agent with one task outcome: {task_id, task_type,
    success_score in [0,1], optional accuracy/user_satisfaction/
    cost_efficiency/safety_score/notes/used_nodes/used_edges}. Success
    strengthens the used edges, failure weakens them; growth and pruning
    follow the genome's rules under its safety axioms (NG1). Returns the
    new developmental-ledger events.