kcp-agent — KCP navigation planner MCP Server
Deterministic, fail-closed planner for KCP knowledge manifests: kcp_plan, kcp_load, kcp_validate.
Publisher claimed. No tool list reported, and Pod has not connected to this server.
Status
Pod has not dialled kcp-agent — KCP navigation planner yet, so everything on this page is what its publisher reported rather than what we observed. Registries describe servers; they do not connect to them. Until a check runs, treat the tool list below as a claim.
Connect
Published as kcp-agent on npm. Runs locally.
Known issues
25 problems reported by people outside the maintainer team. Issues filed by the project's own owners, members and collaborators are excluded — those are release checklists and internal refactors, not things that will go wrong for you. Showing 12.
Most discussed
Post-synthesis confidence gate — gate agent conclusions, not just knowledge access
Problem
We're piloting kcp-agent as the enforcement layer under an internal governance model for a small SaaS org ("Tillitsbro" below — anonymized) that lets human staff and AI agents jointly run customer-facing workflows. The model requires: "critical tasks must halt if the agent's own confidence in its conclusion falls below a calibrated threshold — before the conclusion is acted on."
Concretely: an agent drafts a customer-facing risk assessment. The org's policy says anything below 70%
Read the thread · 2026-07-20 · closed · 5 comments
Phase 7: Network + MCP layer
Phase 7: Network + MCP layer
Epic: #42 — Rust implementation
Depends on: #43 (Phase 1), #45 (Phase 3)
Port of: src/fetch.ts, src/verify.ts, src/follow.ts, src/mcp.ts, src/replay.ts
Overview
The network-aware layer: HTTPS manifest fetching with SSRF guards, Ed25519 signature verification, federation tree walking, MCP stdio server, and replay (re-fetch + re-plan, compare). This is where the planner meets the network — and where the fail-closed discipline matters most.
Read the thread · 2026-07-06 · closed · 4 comments
Treat a supported x402 method as satisfying access for pay-per-request units
Finding
Running the planner against the Fjordwire manifest from Selling News to Robots with --methods free,x402:
○ 2. subsea-cable-feature (score 7) stories/subsea-cable-feature.md 0.15 USDC/request
why: ...; access 'restricted': agent holds no credentials
not load-eligible
The unit declares access: restricted and an x402 payment method. The agent can pay — but planner.ts:232-234 gates any restricte
Read the thread · 2026-07-04 · closed · 4 comments
kcp-agent serve: emit discovery Link headers (RFC 8288) on /mcp and /health responses
Pattern observed in ch.jassverband/jasswiki (AMCP reference deployment): their MCP endpoint responses carry RFC 8288 Link headers so any client — or crawler — can discover the trust artifacts without prior knowledge:
link: <https://jasswiki.ch/mcp/http>; rel="mcp-server",
<https://jasswiki.ch/llms.txt>; rel="ai-content-source",
<https://jassverband.ch/.well-known/mcp-authority.json>; rel="authority-attestation",
<https://jasswiki.ch/.well-known/mcp.json>; rel="mcp-manife
[Read the thread](https://github.com/Cantara/kcp-agent/issues/88) · 2026-07-14 · closed · 3 comments
### Procedures as governed units — an answer to #99's atomic-unit question
## Problem
#99 ("Action manifests — declare what an agent may DO") is an open problem statement that leaves its central question unanswered: *what is the atomic unit an action manifest declares — a tool call, a named capability, or a workflow?* This issue proposes a concrete candidate answer and the gating that follows from it. (See the procedural-plane framing issue: Cantara/knowledge-context-protocol#132.)
**Proposed answer: the atomic unit is the procedure/skill** — declared like a knowledg
[Read the thread](https://github.com/Cantara/kcp-agent/issues/100) · 2026-07-22 · closed · 2 comments
### Most recent
### manifests[].local_mirror is unimplemented — spec says parsers MUST prefer it over fetching
## The gap
SPEC §3.6 defines `manifests[].local_mirror`:
> **`local_mirror`** — OPTIONAL. Relative path (forward slashes, relative to this manifest) to a local copy of the remote manifest. **When present and the file exists, parsers MUST load from that path instead of fetching `url`.**
That is a MUST, and it is not implemented. The identifier appears nowhere in this repository:
$ grep -rn "local_mirror|localMirror" src/ java/ rust/ (no matches)
All three implementations — TypeScrip
[Read the thread](https://github.com/Cantara/kcp-agent/issues/136) · 2026-07-30 · closed · 0 comments
### kind: playbook bypasses the skill_eligibility gate — a composition is less governed than its parts
KCP [v0.29](https://github.com/Cantara/knowledge-context-protocol/releases/tag/v0.29.0) added `kind: playbook` (§4.3b, RFC-0027): an ordered composition of units, governed per step, reaching up to `commit` authority.
The `skill_eligibility` gate fail-closes `kind: skill` (`trace.ts:211`):
```ts
if (unit.kind === "skill" && unit.load_eligible !== true) { ... reject ... }
else pass("skill_eligibility", unit.kind === "skill" ? "..." : "not a skill");
A playbook is not kind: skill, so it ta
Read the thread · 2026-07-27 · closed · 1 comment
Accept --correlation-id and echo it in the --json envelope
Companion to Cantara/pi-kcp#36.
pi-kcp's governed loop mints a W3C traceparent per turn and wants to thread it through every evidence surface: kcp-memory recall (as a traceparent query param — works), the published context messages (works), and the kcp-agent plan invocation — which currently fails, because the CLI parser rejects unknown options:
$ kcp-agent plan "x" --manifest knowledge.yaml --correlation-id 00-abc-def-01
Unknown option: --correlation-id
(exit 2)
pi-kcp is dropping
Read the thread · 2026-07-26 · closed · 1 comment
plan/trace JSON should surface a unit's action_scope (for runtime conformance resolvers)
Unit.action_scope (added in 0.16 for the procedural plane, #100) is parsed but not projected into plan --json or plan --trace --json — PlannedUnit and UnitTrace omit it. Runtime consumers (pi-kcp's conformance ScopeResolver, and any harness-adjacent tool) therefore must re-read knowledge.yaml to get a selected skill's action_scope.
Ask: include the selected/traced unit's action_scope in the plan/trace JSON so a CLI-backed resolver can replace the direct file read. Surfaced
Read the thread · 2026-07-22 · closed · 1 comment
llms.txt bridge — meet publishers where they already are
Problem
KCP's hardest adoption problem is publisher-side: knowledge.yaml needs authors (#76/#78 attack this with init/discover). Meanwhile the world adopted llms.txt — a radically weaker cousin (a flat link list: no audiences, no temporal validity, no signatures, no payment, no federation) — at meaningful scale. That proves the publisher appetite exists; it just landed on the weakest possible format.
Draft behind that adoption instead of competing with it.
Direction
- **Conv
Read the thread · 2026-07-21 · closed · 0 comments
Built-in web fetcher — consume and generate knowledge.yaml from URLs
Built-in web fetcher — consume and generate knowledge.yaml from URLs
Problem
kcp-agent can fetch remote manifests over HTTPS (the client already does this), but it has no ability to:
- Discover knowledge.yaml manifests on the web (e.g., from a GitHub repo URL or a documentation site)
- Generate a knowledge.yaml from an existing website or documentation set
- Crawl a bounded set of pages to create a navigable knowledge manifest for web content
Currently, creating a KCP mani
Read the thread · 2026-07-07 · closed · 1 comment
Multi-model synthesis — pluggable LLM layer
Multi-model synthesis — pluggable LLM layer
Problem
The ask command and synthesis layer currently depend on @anthropic-ai/sdk (optional) — making kcp-agent feel like an Anthropic ecosystem play. This undermines the "protocol, not product" positioning. The planner is model-free; the synthesis layer should be model-flexible.
Proposed solution
Abstract the LLM call behind a provider interface:
interface SynthesisProvider {
synthesize(task: string, units: LoadedUnit[
[Read the thread](https://github.com/Cantara/kcp-agent/issues/74) · 2026-07-07 · closed · 1 comment
[See all 18 reports Pod holds for kcp-agent — KCP navigation planner](/mcp/kcp-agent-kcp-navigation-planner/issues) — of 25 qualified upstream.
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## Related servers
- [kcp-harness — KCP compliance proxy](/mcp/kcp-harness-kcp-compliance-proxy) — Also by cantara.github.io
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