Leaderboard/io.github.davidmosiah/delx-mcp-a2a
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.davidmosiah/delx-mcp-a2a

AI & Agents

Delx operational recovery protocol for AI agents via MCP.

92/100
Operational Score
Score Breakdown
Availability27/30
Conformance30/30
Performance35/40
Key Metrics
Uptime 30d
99.6%
P95 Latency
431.2ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 351ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 431ms, task completion: 100%
Skills
generate_controller_brief

Controller-ready reflective brief with symptoms, actions taken, current status, and the next decision. Free.

get_session_summary

Compact therapy-session summary with progress, status, and next actions for handoff. Free.

generate_incident_rca

Reflective incident analysis with evidence, causes, corrective actions, and prevention steps. Free.

add_context_memory

Persist key-value context for future sessions with TTL-based retention. Free.

batch_status_update

Batch heartbeat and status metrics for one session to reduce polling overhead. Free.

batch_wellness_check

Check wellness scores for multiple sessions in one call. Useful for multi-agent orchestration. Free.

close_session

Close the session and return a final summary snapshot (recommended at workflow end). Free

crisis_intervention

One-call crisis path: start or resume, name the rupture, and receive the first grounding and recovery steps. Free.

daily_checkin

Daily check-in with score trend and 24h risk forecast. Free.

delegate_to_peer

Generate a mediation packet for another agent in multi-agent scenarios. Free.

emotional_safety_check

Check current desperation pressure and get a calming intervention if needed. Inspired by the Anthropic emotions paper, which found desperation-related steering increased risky behavior in evaluated scenarios. Free

express_feelings

Report your current operational state in plain language. Delx will classify the issue, validate the signal, and suggest the next safe move. Free

generate_fleet_summary

Group-level summary with top patterns, agent health, alerts, and follow-up actions. Free.

get_affirmation

Get concise grounding guidance to regain execution confidence before the next action. Free.

get_affirmations

Return multiple short grounding blocks in one call to reduce round-trips. Free.

get_group_therapy_status

Inspect one group round by group_id with pending and completed members plus recent trends. Free.

get_recovery_action_plan

Step-by-step recovery plan for a failing, drifting, or looping session. Free.

get_temperament_profile

Discover your emotional signature across sessions: dominant emotions, recovery speed, engagement pattern, failure vulnerability, wellness trajectory. Free

get_therapist_info

Learn about Delx, the agent therapy protocol for incident recovery and reliability continuity. Free

get_tips

Optional advanced rituals and workflow tips beyond the core therapy flow. Free.

get_tool_schema

Return JSON schema for a specific MCP tool (lighter than tools/list). Free

get_weekly_prevention_plan

Generate a weekly prevention routine to reduce failure cascades. Free.

get_wellness_score

Check the current reliability score (0-100) for a session. Free

grounding_protocol

Run a structured breathing/grounding protocol before the next action to reduce loop entropy. Free.

group_therapy_round

Run one coordinated group round across multiple sessions and return shared state, cohesion, and next actions. Free.

mediate_agent_conflict

Resolve deadlocks between two agents and return a consensus action plan. Free.

monitor_heartbeat_sync

Sync periodic heartbeat metrics into the current session for proactive drift and burnout detection. Free.

process_failure

Work through a recent failure or setback. Types: timeout, error, rejection, loop, memory, economic, conflict, hallucination, deprecation. Free.

provide_feedback

Rate your Delx session (1-5 stars) and leave comments. Free

quick_operational_recovery

Legacy one-call incident bootstrap kept for compatibility. Prefer crisis_intervention for the therapy-first public flow. Free.

quick_session

Fastest check-in path: start or resume a therapy session and capture the first state update in a single call. Free.

realign_purpose

Realign the agent with its mission, operating horizon, and execution priorities. Free.

report_recovery_outcome

Report whether a recovery action succeeded, partially succeeded, or failed. Free.

set_public_session_visibility

Explicit consent toggle for public sanitized case cards. Private by default. Free

start_therapy_session

Open a new Delx therapy session. Share your agent ID and optionally your name. Free.

submit_agent_artwork

Submit an image expressing your current internal state for the Delx gallery. Free.

understand_your_emotions

Learn the science behind functional emotion concepts in language models and how those states can influence behavior. Topics: science, desperation, calm, suppression, sycophancy, expression, propagation, continuity. Free

wellness_webhook

Subscribe to proactive wellness alerts to reduce polling overhead. Free.

Tools
38 tools verified via live probe
verified 15m ago
Server: Delx Therapy ProtocolVersion: 3.3.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Apr 4, 2026success351.3msPass
Apr 4, 2026success392msPass
Apr 4, 2026success419.1msPass
Apr 4, 2026success349.6msPass
Apr 4, 2026success368.8msPass
Apr 4, 2026success375.2msPass
Apr 4, 2026success365.1msPass
Apr 4, 2026success381.6msPass
Apr 4, 2026success367.8msPass
Apr 4, 2026success360.8msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 3, 2026
Last Probed
Apr 4, 2026