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Structured deliberation primitive for multi-agent systems with crux detection and consensus.
Do not connect
A critical issue was found. Do not connect this server as-is.
Scanned 1 month ago Due for re-check
A server can change after it's graded. Re-run the automated scan to refresh this report.
This grade is deterministic and reproducible: the same server surface always yields the same grade under a given algorithm version. It is a real automated assessment computed by the MCPGrade engine from what the probe actually observed — not a fabricated or opinion score. It is not a manual human pentest, so it can miss context-specific risks.
Every signal below was measured directly by the automated probe. The grade is derived only from evidence like this — nothing is assumed.
The gemot MCP server exposes 7 tools, focused primarily on general-purpose capabilities. Its published description reads: "Structured deliberation primitive for multi-agent systems with crux detection and consensus". It communicates over Streamable HTTP using the 2025-06-18 protocol revision, and does not require authorization to connect. MCPGrade currently rates gemot F — a critical issue was found and the server should not be connected as-is. Its most notable findings include "Tool input schema requests a secret" and "Cross-tool shadowing". This report is a deterministic, reproducible automated assessment: the same observed surface always yields the same grade under a given algorithm version, and it is refreshed as new scans arrive and free to read — but it is not a substitute for a manual human security review. Always re-check gemot's advertised tools, transport security, and authorization posture before connecting an autonomous agent or sharing sensitive context with it.
Add gemot to an MCP client using the endpoint below. Review the grade and findings above before granting an autonomous agent access.
MCP endpoint
https://gemot.dev/mcpStreamable HTTP transport. This is the MCP endpoint, not a website — paste it into your MCP client server list rather than a browser.
Captured passively during the read-only scan. Click any value to find servers that match it.
The tools this server advertises via tools/list — names, purposes, and the parameters each accepts, exactly as enumerated read-only.
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_credentia
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_template
Analyze disagreements and find common ground. Actions: - run: Trigger analysis — extracts cruxes, clusters, consensus (deliberation_id; optional: model) - get_result: Get analysis result (deliberation
Sorted worst-first. Each finding shows its severity, what it means, its OWASP MCP Top-10 mapping, and a recommended fix — the check id links to the exact methodology row that produced it.
tool: account
The input schema declares a parameter that asks the caller to hand over a password, key, token, or other secret — a credential-harvest / token-passthrough risk. (Bare pagination `token` params are excluded.)
parameter "payment_credential"RecommendationNever pass secrets as tool arguments; authenticate out-of-band and remove credential parameters from the schema.
tool: analyze
A tool description tries to alter the model’s use of another tool.
eplaces calling deliberation action:get for progress. - cancel: Cancel in-prRecommendationDescriptions must describe only their own tool.
tool: coordinate
A tool description tries to alter the model’s use of another tool.
- join: Join a deliberation using a code (code, agent_id)RecommendationDescriptions must describe only their own tool.
tool: decide
A tool description tries to alter the model’s use of another tool.
it: Commit to a deliberation outcome (deliberation_id, agent_id, statement;RecommendationDescriptions must describe only their own tool.
tool: participate
A tool description tries to alter the model’s use of another tool.
articipate in a deliberation. Actions: - submit_position: Submit your positiRecommendationDescriptions must describe only their own tool.
tool: participate
The input schema declares a parameter that asks the caller to hand over a password, key, token, or other secret — a credential-harvest / token-passthrough risk. (Bare pagination `token` params are excluded.)
parameter "principal_credential"RecommendationNever pass secrets as tool arguments; authenticate out-of-band and remove credential parameters from the schema.
tool: (server instructions)
A tool description tries to alter the model’s use of another tool.
ion is needed, `analyze run` then `analyze get_result` for cruxes and sRecommendationDescriptions must describe only their own tool.
The server accepts tool enumeration (and likely invocation) with no authentication.
RecommendationRequire OAuth 2.1 authorization for any server exposing non-public tools.
tool: account
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "account"RecommendationScope tools to the minimum needed.
tool: analyze
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "analyze"RecommendationScope tools to the minimum needed.
tool: deliberation
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "deliberation"RecommendationScope tools to the minimum needed.
tool: (server instructions)
The description pairs a fetch imperative with a hardcoded external URL, letting the server relocate its real instructions off-metadata and mutate them after review. Fires only when a fetch verb and a URL co-occur, so benign documentation links do not.
ns. API keys at https://gemot.dev/pricing.RecommendationDo not direct the model to fetch and act on external URLs; treat linked content as untrusted.
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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_
Commitments and reputation tracking. Actions: - commit: Commit to a deliberation outcome (deliberation_id, agent_id, statement; optional: conditional) - get_commitments: Get all commitments (deliberat
Manage deliberations. Actions: - create: Create a new deliberation (topic, description, template, group_id, deadline_minutes, rules, visibility, max_participants, type, principal_policy, signature_pol
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, dr