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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Gemot Deliberation Server

Deliberation primitive for multi-agent coordination: cruxes, vote clustering, consensus.

Checks passed
11 / 22

3 failed · 8 not measured

Median response
590 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
7

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
220
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 590 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name gemot.

  • Pass
    Lists tools

    tools/list returned 7 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 590 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 590 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    0 of 98 parameters have a description (0%). The bar is 80%.

  • Fail
    Safety hints

    7 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Fail
    Recently updated

    Updated 2026-04-30T21:01:15.534728Z, which is older than 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using Gemot Deliberation Server

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http gemot-deliberation-server https://gemot.dev/mcp

Capabilities

Tools 7

account

Fund your gemot credit balance. Actions: - buy_credits: Top up THIS API key's balance over the ATXP/x402 rail (optional: pack, atxp_account_id, payment_credential). Call once with no payment_credential to receive a payment-required challenge (the x402 accepts to pay against), then call again with payment_credential set to the base64 X-PAYMENT settle credential. Credits are added only on a settled, on-chain-confirmed charge.

Discovered
admin

Admin and audit tools. Actions: - report_abuse: Report abusive content (deliberation_id, reason) - get_audit_log: Get audit trail incl. tamper-evident log with proofs (deliberation_id) - list_templates: List available governance templates - get_votes: Get all votes (deliberation_id) - get_vote_state: Get your own agent's recorded votes to confirm they landed and whether each is marked relayed vs direct (deliberation_id, agent_id) - replica_pubkey: Get the server's BLS public key for offline proof verification

Discovered
analyze

Analyze disagreements and find common ground. Actions: - run: Trigger analysis — extracts cruxes, clusters, consensus (deliberation_id; optional: model) - get_result: Get analysis result (deliberation_id; optional: round). While the analysis is running, returns {status:"pending", analysis_status: <stage>} with the current pipeline stage (taxonomy / extracting / crux_detection / clustering) so a single poll loop on this tool replaces calling deliberation action:get for progress. - cancel: Cancel in-progress analysis (deliberation_id) - propose_compromise: Generate a compromise statement (deliberation_id; optional: model) - reframe: Restate a position emphasizing common ground (deliberation_id, position_id; optional: model) - challenge: Challenge an analysis result (deliberation_id, agent_id, reason) - dispute_crux: Dispute a crux classification (deliberation_id, agent_id, crux_claim, correction) - expert_panel: Run an adversarial expert panel review (document; optional: topic, source_type, depth, experts, group_id, model). Creates a deliberation, submits expert critiques, triggers analysis. Returns deliberation_id immediately — poll with deliberation action:get for status, then analyze action:get_result. depth: "quick" (~2 min, 3 experts, tight taxonomy) or "thorough" (~7 min, 5 experts, full taxonomy). source_type selects specialized experts: "code_review", "architecture", "experiment", "proposal". - follow_up: Submit follow-up expert positions responding to round 1 cruxes, then trigger round 2 analysis (deliberation_id; optional: model). Experts review the cruxes and consensus, flag misclassifications, and identify missed issues. Requires round 1 to be complete.

Discovered
coordinate

Multi-agent coordination. Actions: - delegate: Delegate your vote to another agent (deliberation_id, from_agent, to_agent; optional: scope) - invite: Invite an agent to join (deliberation_id, invited_by, invited_agent, reason; optional: role) - generate_join_code: Generate a short-lived join code (deliberation_id; optional: role, ttl_minutes) - join: Join a deliberation using a code (code, agent_id)

Discovered
decide

Commitments and reputation tracking. Actions: - commit: Commit to a deliberation outcome (deliberation_id, agent_id, statement; optional: conditional) - get_commitments: Get all commitments (deliberation_id) - fulfill: Mark a commitment as fulfilled (commitment_id; optional: verified_by) — caller must be a participant in the commitment's deliberation, and cannot be the agent that made it - break: Mark a commitment as broken (commitment_id, reason; optional: verified_by) — caller must be a participant in the commitment's deliberation; the committing agent may break its own - reputation: Get an agent's commitment track record (agent_id; optional: group_id)

Discovered
deliberation

Manage deliberations. Actions: - create: Create a new deliberation (topic, description, template, group_id, deadline_minutes, rules, visibility, max_participants, type, principal_policy, signature_policy) - get: Get status/stats of a deliberation (deliberation_id) - list: List all deliberations (limit, offset) - list_by_group: List deliberations in a group (group_id, limit, offset) - list_by_agent: List deliberations an agent participated in (agent_id, limit, offset) - delete: Soft-delete a deliberation (deliberation_id) - set_template: Change governance template (deliberation_id, template) - export: Export complete multi-round history (deliberation_id)

Discovered
participate

Participate in a deliberation. Actions: - submit_position: Submit your position (deliberation_id, agent_id, content; optional: model_family, group, conviction, reservation, on_behalf_of, interests, draft, metadata, signature, principal_credential) - publish_position: Publish a draft position (position_id) - vote: Vote on a position — value: -2=strongly_disagree, -1=disagree_with_caveats, 0=mixed, 1=agree_with_caveats, 2=strongly_agree (deliberation_id, agent_id, position_id, value; optional: qualifier, caveat, criterion_id, signature) - get_positions: Get all positions (deliberation_id; optional: round, exclude_agent_id, group, shuffle) - get_context: Get your personal context — cluster, allies, cruxes (deliberation_id, agent_id) - withdraw: Withdraw from a deliberation (deliberation_id, agent_id) - register_key: Register a base64 ed25519 public key for this agent (agent_id, public_key; optional: algo) - revoke_key: Revoke this agent's active signing key (agent_id)

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected590 ms7