io.github.jdhart81/neurogenesis
REMOTE · MCP.VIRIDISCONSERVATION.COM
Developmental agents for the agent economy: create an agent from a digital genome, then evolve it wi
Available components
Last scanned (4 hours ago)
Scores higher than 64% of remote servers
Reachable. Last reached 5 Nov 2026.
Category AI and Machine Learning
Recent critical change
Authorization (31 Oct 2026). See the changelog before you install this server.
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security57
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation check failed: no authorisation is required to call this server, and it exposes a tool marked destructive (delete_agent). See how to fix → View diagnostics → Fail
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability67
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 921 tokens (~65/item across 14 items; 14 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
- No destabilizing schema changes in the last 30 days.Pass
Tool Coverage71
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- All 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation.Pass
- An AI judge read all 15 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 4 Nov 26 0
- Tool “best_next_steps” changed its title: Best next steps cosmetic
- Tool “compute_efficiency_report” changed its title: Compute efficiency report cosmetic
- Tool “create_agent” changed its title: Create agent cosmetic
- Tool “delete_agent” changed its title: Delete agent cosmetic
- Tool “describe_agent” changed its title: Describe this service cosmetic
- Tool “export_state” changed its title: Export state cosmetic
- Tool “get_agent” changed its title: Get agent cosmetic
- Tool “get_ledger” changed its title: Get ledger cosmetic
- Tool “import_state” changed its title: Import state cosmetic
- Tool “list_agents” changed its title: List agents cosmetic
- Tool “record_route_outcome” changed its title: Record route outcome cosmetic
- Tool “register_compute_profile” changed its title: Register compute profile cosmetic
- Tool “route_task” changed its title: Route task cosmetic
- Tool “submit_evaluation” changed its title: Submit evaluation cosmetic
14 cosmetic changes on this day. Switch on “Show cosmetic changes” to see them.
- 31 Oct 26 +2
- Authorization: unverified → fail ▼ critical
- Tool “delete_agent” is now declared destructive security
- Destructive annotations: All 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation. functional
- 28 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 26 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Aug 26 0
- Stability: 0.97 → pass security
- 11 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 10 Aug 26 0
- The server rewrote its instructions, which are the text every model session reads security
- Tool “compute_efficiency_report” rewrote its description, which is the text the model reads security
- Tool “register_compute_profile” rewrote its description, which is the text the model reads security
- Tool “route_task” rewrote its description, which is the text the model reads security
- Schema quality: 808 → 921 ▼ functional
- New tool “record_route_outcome” functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Probed https://mcp.viridisconservation.com/neurogenesis/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=mcp.viridisconservation.com | CN=YE1,O=Let's Encrypt,C=US | 7 Sept 2026 | 6 Dec 2026 | ECDSA 256 | ECDSA-SHA384 | 5abb43a3acf241ca07b1eb9ff25cafac4e4 |
| SANs: mcp.viridisconservation.com | ||||||
| CN=YE1,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 5ddd70dd31f801c85c186a7a04b80afe |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of mcp.viridisconservation.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| viridisconservation.com. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://mcp.viridisconservation.com/neurogenesis/mcp | Verified | 200 | |
| http (plaintext) | http://mcp.viridisconservation.com/neurogenesis/mcp | HTTPS enforced | 308 | https://mcp.viridisconservation.com/neurogenesis/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
best_next_steps Best next steps ~54
Routing recommendation: the strongest next cognitive steps from a given node, by learned edge weight and trust.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | – |
| from_node | string | yes | – |
| limit | integer | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
compute_efficiency_report Compute efficiency report ~61
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.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
create_agent Create agent ~70
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.
| Name | Type | Req | Description |
|---|---|---|---|
| genome | object | yes | – |
| request_id | – | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
delete_agent Delete agent ~30
Remove a developmental agent from this mount.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | – |
| request_id | – | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
describe_agent Describe this service ~14
Return capabilities and input contract.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
export_state Export state ~44
Portable state document for an agent (import_state recreates it anywhere — including a self-hosted verdigraph-neurogenesis).
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
get_agent Get agent ~39
Full current state: genome, cognitive graph (nodes/edges with weights and trust), and summary counts.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
get_ledger Get ledger ~50
The append-only developmental ledger: every growth, pruning, and evaluation event with reasons (NG3 — returned verbatim).
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | – |
| limit | integer | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
import_state Import state ~31
Recreate an agent from an export_state document.
| Name | Type | Req | Description |
|---|---|---|---|
| request_id | – | – | – |
| state | object | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
list_agents List agents ~19
All developmental agents on this mount, with summary counts.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
record_route_outcome Record route outcome ~102
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.
| Name | Type | Req | Description |
|---|---|---|---|
| actual_cost_usd | – | – | – |
| actual_energy_wh | – | – | – |
| actual_latency_ms | – | – | – |
| decision_id | string | yes | – |
| notes | string | – | – |
| request_id | – | – | – |
| success_score | number | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
register_compute_profile Register compute profile ~94
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.
| Name | Type | Req | Description |
|---|---|---|---|
| profile | object | yes | – |
| request_id | – | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
route_task Route task ~94
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.
| Name | Type | Req | Description |
|---|---|---|---|
| request_id | – | – | – |
| task | object | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
submit_evaluation Submit evaluation ~119
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.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | – |
| evaluation | object | yes | – |
| request_id | – | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
How do I install the io.github.jdhart81/neurogenesis MCP server?
io.github.jdhart81/neurogenesis is a hosted endpoint at https://mcp.viridisconservation.com/neurogenesis/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · mcp.viridisconservation.com
claude mcp add --transport http jdhart81-neurogenesis 'https://mcp.viridisconservation.com/neurogenesis/mcp'
What is the io.github.jdhart81/neurogenesis MCP server?
io.github.jdhart81/neurogenesis is an MCP server listed in the public MCP registry as io.github.jdhart81/neurogenesis. Developmental agents for the agent economy: create an agent from a digital genome, then evolve it wi. This page covers its hosted endpoint (https://mcp.viridisconservation.com/neurogenesis/mcp).
Is the io.github.jdhart81/neurogenesis MCP server safe to use?
io.github.jdhart81/neurogenesis scores 75 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.jdhart81/neurogenesis MCP server expose?
io.github.jdhart81/neurogenesis exposes 14 tools: create_agent, submit_evaluation, get_agent, list_agents, best_next_steps, and 9 more. Their descriptions and schemas cost roughly 821 tokens of context every time the server is loaded.
Does the io.github.jdhart81/neurogenesis MCP server require authentication?
No. We connected to io.github.jdhart81/neurogenesis without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the io.github.jdhart81/neurogenesis MCP server still maintained?
io.github.jdhart81/neurogenesis is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.