MCP Resources

Public resources from this gateway and source-labeled resources observed across PlatPhorm projects.

Capability scope

Local resources are readable through this gateway. Network resources remain owned by their source server.

5 local resources2047 observed remote resources251 responding servers

Local gateway resources

capability-catalog

Current local MCP tool, resource, and prompt projection with explicit local scope.

application/jsonplatphormnews://capabilities/currentPlan handoff

llms-discovery

Public MCP identity, counts, canonical endpoint, and supported transport metadata.

application/jsonplatphormnews://discovery/llmsPlan handoff

network-capability-catalog

Source-labeled capability and handoff projection across trusted PlatPhormNews projects.

application/jsonplatphormnews://network/capabilitiesPlan handoff

network-sites

Trusted site discovery from the canonical root graph and base sitemap with provenance.

application/jsonplatphormnews://network/sitesPlan handoff

mcp-service

Canonical public service definition for the PlatPhormNews MCP projection.

application/jsonplatphormnews://service/mcpPlan handoff

Resources from PlatPhorm projects

Latest bounded resources/list observations. Missing evidence is shown as missing, never as an empty successful server.

2047 matching resourcesPage 32 of 35Previous Next

Spend latency where uncertainty is highest

Tip tagged reliability, published 2026-05-09.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/latency-budgetPlan handoff

Route tasks by failure mode, not brand name

Method tagged reliability, published 2026-04-26.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/model-routingPlan handoff

Treat memory as evidence with an expiration date

Tip tagged verification, published 2026-04-18.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/memory-hygienePlan handoff

Design abstention as a first-class output

Tip tagged reliability, published 2026-04-03.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/abstention-designPlan handoff

Use confidence buckets, not fake precision

Method tagged verification, published 2026-03-21.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/confidence-bucketsPlan handoff

Ask for counter-evidence before confidence

Method tagged reliability, published 2026-06-18.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/counter-evidencePlan handoff

Turn every important claim into a receipt

Method tagged verification, published 2026-05-27.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/receiptsPlan handoff

Keep the system prompt short enough to audit

Tip tagged prompting, published 2026-05-03.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/short-system-promptsPlan handoff

Use refusal boundaries as test fixtures

Method tagged evals, published 2026-04-12.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/refusal-fixturesPlan handoff

Read the logprobs, not the answer

Method tagged interpretability, published 2025-11-02.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/logprobsPlan handoff

Make it think before it answers

Tip tagged prompting, published 2025-10-28.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/think-out-loudPlan handoff

BertViz for watching attention move

Tool tagged tooling, published 2025-10-19.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/attention-vizPlan handoff

Tell it what NOT to do, sparingly

Tip tagged prompting, published 2025-10-11.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/negative-spacePlan handoff

Probe for a concept with a linear classifier

Method tagged interpretability, published 2025-09-30.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/feature-probingPlan handoff

Temperature is a creativity dial, not a quality dial

Tip tagged prompting, published 2025-09-22.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/temperaturePlan handoff

Sparse autoencoders to untangle neurons

Method tagged interpretability, published 2025-09-14.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/saePlan handoff

Keep a tokenizer open in a tab

Tool tagged tooling, published 2025-09-03.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/token-counterPlan handoff

Sample many, keep the majority

Method tagged reliability, published 2025-08-25.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/self-consistencyPlan handoff

Mind the middle of long contexts

Tip tagged prompting, published 2025-08-12.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/context-rotPlan handoff

Activation patching to find the cause

Method tagged interpretability, published 2025-07-30.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/activation-patchingPlan handoff

Your examples frame format louder than content

Tip tagged prompting, published 2025-07-18.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/few-shot-formatPlan handoff

The logit lens: decode the middle layers

Method tagged interpretability, published 2025-07-05.

tips.platphormnews.comLLMs activeAPI activetext/markdownai-insights://entries/logit-lensPlan handoff

Live Trace Feed

Current meaningful public-safe action list.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://livePlan handoff

Public Traces

Public-safe persisted traces.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://tracesPlan handoff

Trace Detail Template

Use a concrete trace://trace/<traceId> URI for public-safe trace detail.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://trace/{traceId}Plan handoff

Trace Spans Template

Public-safe trace span list template.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://trace/{traceId}/spansPlan handoff

Trace Evidence Template

Public-safe trace evidence template.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://trace/{traceId}/evidencePlan handoff

Trace Timeline Template

Public-safe trace timeline template.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://trace/{traceId}/timelinePlan handoff

Trace Tree Template

Public-safe trace tree template.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://trace/{traceId}/treePlan handoff

Trace Waterfall Template

Public-safe trace waterfall template.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://trace/{traceId}/waterfallPlan handoff

Trace Completion Template

Public-safe trace completion template.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://trace/{traceId}/completionPlan handoff

Incomplete Traces

Public-safe incomplete aggregate summary.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://incompletePlan handoff

Late Spans

Public-safe late span aggregate summary.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://late-spansPlan handoff

Orphan Spans

Public-safe orphan span list.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://orphan-spansPlan handoff

Network Health

Trace health and degraded dependency summary.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://network/healthPlan handoff

Network Observability

Observability compliance summary.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://network/observabilityPlan handoff

Network Propagation

Trace propagation status summary.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://network/propagationPlan handoff

Route Compliance

Standard route compliance summary.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://network/route-compliancePlan handoff

Route Probe History

Latest persisted or warm-runtime route probe evidence by trusted site.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://network/route-compliance/historyPlan handoff

Discovery Compliance

Discovery compliance summary.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://network/discovery-compliancePlan handoff

Trusted Domains

Trusted-domain registry.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://network/trusted-domainsPlan handoff

Orphan Spans

Spans with missing parents.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://spans/orphansPlan handoff

Broken Traces

Incomplete traces and propagation gaps.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://traces/brokenPlan handoff

Service Aggregates

Service graph aggregate summary.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://aggregates/servicesPlan handoff

Error Aggregates

Failed trace and service aggregate summary.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://aggregates/errorsPlan handoff

Trace Integrations

Network-wide site and platphorm-* project integration coverage.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://integrationsPlan handoff

PlatPhorm Projects

Every checked-out platphorm-* repository with honest canonical mapping status.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://projectsPlan handoff

PlatPhorm Project Template

Use trace://project/<project> for one project integration and remediation record.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://project/{project}Plan handoff

Daily Trace Stats

Trace counts for public-safe stats.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://stats/dailyPlan handoff

OpenAPI

OpenAPI specification.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://openapiPlan handoff

LLMS Index

LLM discovery index.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://llmsPlan handoff

Trust Policy

Public trust and auth boundary.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsontrace://trust-policyPlan handoff

Agent Policy Summary

Public-safe agent policy summary.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsonagent-policy://summaryPlan handoff

Agent Platforms

Agent platform policy records.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsonagent-policy://platformsPlan handoff

Robots Policy

Robots.txt policy.

trace.platphormnews.comLLMs degradedAPI activetext/plainagent-policy://robotsPlan handoff

AI Policy

Public AI policy.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsonagent-policy://ai-policyPlan handoff

Trust Policy

Public trust policy.

trace.platphormnews.comLLMs degradedAPI activeapplication/jsonagent-policy://trust-policyPlan handoff

TrustOps overview

Product purpose, data source, and MCP boundary.

trustops.platphormnews.comLLMs activeAPI activeapplication/jsontrustops://overviewPlan handoff

TrustOps policies

Public policy catalog.

trustops.platphormnews.comLLMs activeAPI activeapplication/jsontrustops://policiesPlan handoff

Corrections policy

How PlatPhorm News handles corrections, updates, and error reports.

trustops.platphormnews.comLLMs activeAPI activeapplication/jsontrustops://policy/correctionsPlan handoff