mcp-registry/io.github.brian8a1/atisbo · v1.0.0
As of 2026-10-25 09:30 UTC, the Brian8a1 Atisbo MCP server is up with a Glimind reliability score of 96/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 8 minutes.
MCP tools over one Atisbo workspace: Signals, Opportunities, Backlog, Decisions, Living Documents.
Claude Code
claude mcp add --transport http brian8a1-atisbo-mcp-server https://app.atisbo.dev/api/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"brian8a1-atisbo-mcp-server": {
"type": "http",
"url": "https://app.atisbo.dev/api/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
4 tool definition(s) exceed ~1,200 tokens each (largest: atisbo_decide, ~2,827).
Move long reference material out of descriptions (link a doc or expose a resource), drop repeated examples, and collapse large enums. Trimming these to ~600 tokens saves ~5,454 tokens every session. How to fix →
61 parameter(s) across 4 tool(s) have no description.
Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call. How to fix →
2 tool(s) have parameters with no type (no type/enum/anyOf/$ref).
Give every parameter a "type" (or "enum"/"anyOf"). Untyped parameters make models guess — strings for numbers, objects for arrays. How to fix →
In the last 30 days: 0 tool(s) removed and 62 schema change(s).
Add new tools or optional parameters instead of renaming or removing; deprecate first (say so in the description) and remove later. Agents cache tool contracts. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. 4 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.brian8a1%2Fatisbo/fixes
{
"name": "atisbo_capture",
"description": "Capture Signals or knowledge; update, patch or add evidence to artefacts.",
"inputSchema": {
"type": "object",
"required": [
"mode"
],
"properties": {
"ops": {
"type": "string"
},
"body": {
"type": "string"
},
"mode": {
"enum": [
"signal",
"signal_batch",
"knowledge",
"update_artefact",
"patch_artefact",
"add_artefact_evidence"
],
"type": "string",
"description": "Capture mode. Notes per mode in meta.guidance."
},
"note": {
"type": "string",
"maxLength": 500,
"description": "Why it matters."
},
"text": {
"type": "string",
"maxLength": 5000,
"minLength": 10,
"description": "Signal text."
},
"items": {
"type": "array",
"items": {
"type": "object",
"required": [
"text",
"client_request_id"
],
"properties": {
"text": {
"type": "string",
"maxLength": 5000,
"minLength": 10,
"description": "Signal text; max 5000 chars."
},
"source": {
"enum": [
"manual",
"github",
"webhook"
],
"type": "string"
},
"modality": {
"enum": [
"Q",
"O",
"M"
],
"type": "string"
},
"classification": {
"enum": [
"problem",
"idea",
"question"
],
"type": "string"
},
"client_request_id": {
"type": "string",
"maxLength": 200,
"minLength": 8,
"description": "Idempotency key."
},
"corrects_prior_evidence": {
"type": "boolean"
}
}
},
"maxItems": 100,
"description": "Batch; max 100 items."
},
"title": {
"type": "string",
"maxLength": 200,
"description": "Knowledge title."
},
"source": {
"enum": [
"manual",
"github",
"webhook"
],
"type": "string",
"description": "Signal source."
},
"content": {
"type": "string",
"maxLength": 100000,
"description": "Knowledge content."
},
"message": {
"type": "string"
},
"node_id": {
"type": "string",
"format": "uuid",
"description": "knowledge: alias for scope_id."
},
"patches": {
"type": "string"
},
"category": {
"type": "string",
"maxLength": 60,
"description": "knowledge: label hint ≤60 chars."
},
"claim_id": {
"type": "string",
"format": "uuid",
"description": "knowledge: alias for scope_id."
},
"document": {
"type": "object",
"required": [
"content"
],
"properties": {
"content": {
"type": "string",
"maxLength": 20000,
"minLength": 10
},
"file_name": {
"type": "string",
"maxLength": 200
},
"mime_type": {
"enum": [
"text/html",
"text/markdown"
],
"type": "string"
}
},
"description": "signal: backing doc → claim-scoped Knowledge."
},
"evidence": {
"type": "object",
"properties": {
"title": {
"type": "string",
"maxLength": 200,
"description": "Evidence block title."
},
"status": {
"enum": [
"supported",
"contradicted",
"inconclusive",
"tracking_missing",
"informational"
],
"type": "string",
"description": "Relation to the hypothesis."
},
"provider": {
"type": "string",
"maxLength": 80,
"description": "Provider name, e.g. posthog, amplitude, custom_sql."
},
"warnings": {
"type": "array",
"items": {
"type": "string",
"maxLength": 500
},
"maxItems": 20,
"description": "Provider warnings shown with the block."
},
"block_type": {
"enum": [
"query",
"metric",
"external_insight",
"chart_snapshot",
"link"
],
"type": "string",
"description": "Evidence block kind."
},
"confidence": {
"type": "number",
"maximum": 1,
"minimum": 0,
"description": "Confidence from 0 to 1."
},
"query_text": {
"type": "string",
"maxLength": 20000,
"description": "Query, event name, API request, or investigation prompt."
},
"external_url": {
"type": "string",
"maxLength": 2048,
"description": "External insight/dashboard/query URL, if available."
},
"interpretation": {
"type": "string",
"maxLength": 5000,
"description": "What this evidence means in the artefact context."
},
"query_language": {
"enum": [
"hogql",
"sql",
"api_request",
"natural_language",
"event"
],
"type": "string",
"description": "Language of query_text."
},
"refresh_policy": {
"enum": [
"manual",
"scheduled",
"none"
],
"type": "string",
"description": "Refresh cadence for the snapshot."
},
"result_snapshot": {
"type": "object",
"properties": {
"summary": {
"type": "string",
"maxLength": 5000,
"description": "Text summary of tabular or non-numeric provider output."
},
"event_name": {
"type": "string",
"maxLength": 500,
"description": "Provider event/metric name for refreshable metric blocks."
},
"data_points": {
"type": "array",
"items": {
"type": "object",
"required": [
"date",
"value"
],
"properties": {
"date": {
"type": "string",
"maxLength": 80
},
"value": {
"type": "number"
}
}
},
"maxItems": 365,
"description": "Optional compact time series snapshot."
},
"latest_date": {
"type": "string",
"maxLength": 80,
"description": "Date or timestamp for latest_value."
},
"latest_value": {
"type": "number",
"description": "Latest numeric value from the provider, when available."
},
"time_range_days": {
"type": "number",
"maximum": 365,
"minimum": 1,
"description": "Lookback window for refreshable metric blocks. Defaults to 30."
}
},
"description": "Result snapshot; event_name + time_range_days make it refreshable."
}
},
"description": "Evidence fields; document_id top-level."
},
"modality": {
"enum": [
"Q",
"O",
"M"
],
"type": "string",
"description": "Q=Quote, O=Observation, M=Metric; else inferred."
},
"patchOps": {
"type": "string"
},
"scope_id": {
"type": "string",
"format": "uuid",
"description": "Target scope UUID; required for node/claim/map (solution: omit/\"auto\")."
},
"file_name": {
"type": "string",
"maxLength": 200
},
"mime_type": {
"type": "string",
"maxLength": 120
},
"patch_ops": {
"type": "array",
"items": {
"type": "object",
"required": [
"op",
"section_id",
"markdown"
],
"properties": {
"op": {
"enum": [
"append_to_section",
"replace_section",
"annotate",
"add_section"
],
"type": "string"
},
"kind": {
"enum": [
"note",
"contradiction",
"update"
],
"type": "string"
},
"markdown": {
"type": "string",
"maxLength": 20000
},
"section_id": {
"type": "string",
"maxLength": 64
}
}
},
"maxItems": 20
},
"agent_name": {
"type": "string",
"maxLength": 120
},
"scope_type": {
"enum": [
"company",
"workspace",
"node",
"claim",
"solution",
"map"
],
"type": "string",
"description": "Scope kind; company = workspace."
},
"attachments": {
"type": "array",
"items": {
"type": "object",
"required": [
"data_base64",
"file_name",
"mime_type"
],
"properties": {
"file_name": {
"type": "string",
"maxLength": 200
},
"mime_type": {
"enum": [
"image/png",
"image/jpeg",
"image/webp",
"application/pdf"
],
"type": "string"
},
"data_base64": {
"type": "string",
"maxLength": 4200000,
"minLength": 4,
"description": "Base64."
}
},
"description": "PNG/JPG/WebP/PDF; no extraction."
},
"maxItems": 5,
"description": "1-5 files; 3 MB combined."
},
"document_id": {
"type": "string",
"format": "uuid",
"description": "Living document UUID (artefact modes)."
},
"solution_id": {
"type": "string",
"format": "uuid",
"description": "knowledge: alias for scope_id."
},
"capture_mode": {
"enum": [
"context_only",
"signals_only",
"context_and_signals"
],
"type": "string",
"description": "Knowledge routing."
},
"captured_from": {
"type": "string",
"maxLength": 120
},
"change_summary": {
"type": "string",
"maxLength": 300,
"description": "patch_artefact: REQUIRED — change_summary (or note), one sentence of what changed."
},
"classification": {
"enum": [
"problem",
"idea",
"question"
],
"type": "string",
"description": "Signal classification hint."
},
"dirty_event_id": {
"type": "string",
"format": "uuid",
"description": "Dirty event resolved"
},
"knowledge_kind": {
"enum": [
"auto",
"transcript",
"transcript_customer",
"notes"
],
"type": "string"
},
"coverage_updates": {
"description": "buckets snippets/ideas/claims; snippets[].{snippet_id,status,rationale}",
"type": "string"
},
"client_request_id": {
"type": "string",
"maxLength": 200,
"minLength": 8,
"description": "signal: retry key."
},
"proposed_solution": {
"type": "object",
"required": [
"title"
],
"properties": {
"title": {
"type": "string",
"maxLength": 200
},
"description": {
"type": "string",
"maxLength": 2000
}
},
"description": "signal: draft Solution born linked on the clustered claim."
},
"on_behalf_of_person": {
"type": "boolean"
},
"expected_content_hash": {
"type": "string",
"maxLength": 64,
"description": "doc_patch_context content_hash"
},
"corrects_prior_evidence": {
"type": "boolean",
"description": "signal: CORRECTS prior evidence — skips dedup (when/why in meta.guidance)."
}
}
},
"annotations": {
"category": "write",
"readOnlyHint": false,
"strict_output": false,
"destructiveHint": true,
"supports_cursor": false,
"supports_idempotency": true,
"requires_confirmation": false,
"supports_since_checkpoint": false
}
}{
"name": "atisbo_decide",
"description": "CURATE: evidence review/grouping, deal-breakers. EXECUTE: create, update, dispatch or delete Solutions, record Outcomes. DOCUMENT/GOVERN: living docs, coverage, schedules, knowledge, strategy. log_decision is only for external decisions; mutations log themselves. Writes require UUIDs. mode=declare_pm_exception marks a CLAIM as needing a human decision.",
"inputSchema": {
"type": "object",
"required": [
"mode"
],
"properties": {
"id": {
"type": "string",
"format": "uuid",
"description": "delete_knowledge/set_knowledge_category doc id."
},
"mode": {
"enum": [
"triage",
"rename_claim",
"delete_claim",
"combine_claims",
"reassign_snippet",
"create_claim_from_snippet",
"split_snippet",
"create_solution",
"create_living_doc",
"update_solution",
"dispatch_solution",
"record_outcome",
"delete_solution",
"apply_solution_spec",
"update_strategy",
"log_decision",
"update_artefact_schedule",
"create_solution_doc",
"deal_breaker",
"declare_pm_exception",
"delete_knowledge",
"set_knowledge_category",
"set_claim_review_status",
"set_snippet_status",
"snooze_claim",
"check_coverage",
"mark_reviewed",
"validate_delivery",
"deliver"
],
"type": "string",
"description": "Resolve names to UUIDs before mutating; notes per mode in meta.guidance."
},
"note": {
"type": "string",
"maxLength": 5000,
"description": "record_outcome 5000; triage/log_decision rationale 2000."
},
"spec": {
"type": "object",
"required": [
"problem",
"evidence",
"hypothesis",
"successCriteria"
],
"properties": {
"files": {
"type": "array",
"items": {
"type": "string",
"maxLength": 500
},
"maxItems": 50
},
"problem": {
"type": "string",
"maxLength": 5000
},
"evidence": {
"type": "array",
"items": {
"type": "string",
"maxLength": 1000
},
"maxItems": 30
},
"proposal": {
"type": "string",
"maxLength": 5000,
"description": "What we will build; distinct from hypothesis."
},
"hypothesis": {
"type": "string",
"maxLength": 5000
},
"constraints": {
"type": "array",
"items": {
"type": "string",
"maxLength": 500
},
"maxItems": 50
},
"decisionLog": {
"type": "object",
"required": [
"alternatives",
"reasoning"
],
"properties": {
"reasoning": {
"type": "string",
"maxLength": 5000
},
"assumptions": {
"type": "string",
"maxLength": 3000
},
"alternatives": {
"type": "array",
"items": {
"type": "string",
"maxLength": 1000
},
"maxItems": 20
}
}
},
"successCriteria": {
"type": "string",
"maxLength": 5000,
"description": "What must be TRUE at launch. Template: implementation_context."
}
}
},
"brief": {
"type": "string",
"maxLength": 20000,
"description": "dispatch_solution: agent brief."
},
"force": {
"type": "boolean",
"description": "Audited source-deleting reassignment (omit refused)."
},
"title": {
"type": "string",
"maxLength": 500
},
"effort": {
"type": "number",
"maximum": 52,
"minimum": 0.5,
"description": "Size estimate, person-weeks (never affects order)."
},
"matrix": {
"type": "array",
"items": {
"type": "object",
"required": [
"criterion",
"status"
],
"properties": {
"note": {
"type": "string",
"maxLength": 500,
"description": "Required for incomplete: alternative method, or blocker."
},
"status": {
"enum": [
"preview_verified",
"production_verified",
"not_applicable",
"incomplete",
"superseded"
],
"type": "string"
},
"evidence": {
"type": "string",
"maxLength": 500,
"description": "What you did and saw; required in spirit for *_verified."
},
"criterion": {
"type": "string",
"maxLength": 200,
"description": "Success criterion, in the living doc's words."
},
"evidence_refs": {
"type": "array",
"items": {
"type": "string",
"maxLength": 300
},
"maxItems": 10,
"description": "Durable refs: PR, dashboard, log."
}
}
},
"maxItems": 20,
"description": "validate_delivery / deliver: one entry per criterion."
},
"pr_url": {
"type": "string",
"format": "uri",
"maxLength": 500
},
"status": {
"enum": [
"signal",
"noise",
"review"
],
"type": "string",
"description": "Target classification."
},
"comment": {
"type": "string",
"maxLength": 10000,
"description": "update_solution / deliver: thread report as the agent."
},
"mission": {
"type": "string",
"maxLength": 2000,
"description": "update_strategy: informational only."
},
"node_id": {
"type": "string",
"format": "uuid"
},
"outcome": {
"enum": [
"success",
"partial",
"miss",
"unexpected"
],
"type": "string",
"description": "record_outcome: launch impact."
},
"roadmap": {
"type": "string",
"maxLength": 5000,
"description": "update_strategy: informational only."
},
"verdict": {
"enum": [
"real_fixed",
"noise",
"proceed",
"defer",
"drop"
],
"type": "string",
"description": "triage closes; log_decision takes the judgement answer."
},
"category": {
"type": "string",
"maxLength": 60,
"description": "label to set; null clears."
},
"claim_id": {
"type": "string",
"format": "uuid",
"description": "Claim UUID (atisbo_lookup mode=resolve)"
},
"decision": {
"type": "string",
"maxLength": 500,
"description": "max 500 chars."
},
"strategy": {
"type": "string",
"maxLength": 5000,
"description": "update_strategy: the only functional field."
},
"unassign": {
"type": "boolean"
},
"claim_ids": {
"type": "array",
"items": {
"type": "string",
"format": "uuid"
},
"maxItems": 50
},
"kpi_after": {
"type": "string",
"maxLength": 200
},
"lifecycle": {
"type": "string",
"description": "IDEA|DESIGNING|IN_DEVELOPMENT; LAUNCHED only via update_solution."
},
"target_id": {
"type": "string",
"format": "uuid"
},
"agent_name": {
"type": "string",
"maxLength": 120,
"description": "Signs comments/assignments/decisions."
},
"kpi_before": {
"type": "string",
"maxLength": 200
},
"risk_notes": {
"type": "array",
"items": {
"type": "string",
"maxLength": 1000
},
"maxItems": 50,
"description": "Unresolved contradictions acknowledged by id."
},
"snippet_id": {
"type": "string",
"format": "uuid"
},
"updated_at": {
"type": "string",
"description": "Optimistic lock; stale edits fail STALE_DATA."
},
"description": {
"type": "string",
"maxLength": 2000
},
"document_id": {
"type": "string",
"format": "uuid"
},
"instruction": {
"type": "string",
"maxLength": 2000
},
"observed_at": {
"type": "string",
"format": "date-time"
},
"review_kind": {
"enum": [
"signal_triage",
"claim_structure",
"solution_quality"
],
"type": "string"
},
"snooze_days": {
"type": "number"
},
"solution_id": {
"type": "string",
"format": "uuid",
"description": "Solution UUID (from a name or SEN-n: atisbo_lookup mode=resolve)"
},
"target_type": {
"enum": [
"claim",
"solution",
"snippet",
"tenant",
"pm_context",
"node",
"edge",
"map",
"chat_session",
"context_document",
"mcp_connection",
"mcp_server_key",
"decision_signal",
"integration",
"workspace",
"access_link"
],
"type": "string"
},
"alternatives": {
"type": "array",
"items": {
"type": "string",
"maxLength": 1000
},
"maxItems": 20
},
"out_of_scope": {
"type": "array",
"items": {
"type": "string",
"maxLength": 128
},
"maxItems": 100,
"description": "check_coverage: ids intentionally NOT addressed."
},
"product_name": {
"type": "string",
"maxLength": 200
},
"snooze_clear": {
"type": "boolean"
},
"clear_discard": {
"type": "boolean"
},
"covered_ideas": {
"type": "array",
"items": {
"type": "string",
"maxLength": 128
},
"maxItems": 100,
"description": "check_coverage: idea ids in the coverage map."
},
"decision_type": {
"type": "string",
"maxLength": 60,
"description": "log_decision: e.g. product_decision, note; full list in the error."
},
"evidence_refs": {
"type": "array",
"items": {
"type": "string",
"maxLength": 500
},
"maxItems": 20,
"description": "record_outcome: durable evidence refs."
},
"main_features": {
"type": "array",
"items": {
"type": "object",
"required": [
"name",
"description"
],
"properties": {
"name": {
"type": "string",
"maxLength": 200
},
"description": {
"type": "string",
"maxLength": 1000
}
}
}
},
"assign_node_id": {
"type": "string",
"format": "uuid",
"description": "update_solution: taxonomy node."
},
"covered_claims": {
"type": "array",
"items": {
"type": "string",
"maxLength": 128
},
"maxItems": 50,
"description": "check_coverage: claim ids this work implements."
},
"design_context": {
"type": "string",
"maxLength": 8000
},
"discard_reason": {
"type": "string",
"maxLength": 500,
"description": "Divergence loser (ADR-224); CANCELED required. ≤500 chars."
},
"force_reassign": {
"type": "boolean",
"description": "Audited takeover of a Solution in progress."
},
"metric_current": {
"type": "number",
"description": "record_outcome (automated): fresh metric reading."
},
"pm_instruction": {
"type": "string",
"maxLength": 1000,
"description": "update_strategy: the PM's request, quoted."
},
"priority_boost": {
"type": "number",
"maximum": 5,
"minimum": 0.5,
"description": "PM multiplier over evidence-weighted priority."
},
"assign_to_agent": {
"type": "boolean",
"description": "update_solution: take ownership."
},
"is_deal_breaker": {
"type": "boolean",
"description": "true = confirm/flag, false = reject/unflag."
},
"target_claim_id": {
"type": "string",
"format": "uuid",
"description": "Claim UUID (atisbo_lookup mode=resolve)"
},
"attach_claim_ids": {
"type": "array",
"items": {
"type": "string",
"format": "uuid"
},
"maxItems": 20
},
"coverage_updates": {
"description": "deliver: buckets snippets/ideas/claims.",
"type": "string"
},
"detach_claim_ids": {
"type": "array",
"items": {
"type": "string",
"format": "uuid"
},
"maxItems": 20
},
"refresh_schedule": {
"enum": [
"none",
"hourly",
"daily",
"weekly",
"biweekly",
"monthly"
],
"type": "string"
},
"criteria_left_out": {
"type": "array",
"items": {
"type": "string",
"maxLength": 500
},
"maxItems": 20,
"description": "Criteria left OUT (ADR-234); only with LAUNCHED."
},
"expected_behavior": {
"type": "array",
"items": {
"type": "string",
"maxLength": 500
},
"maxItems": 50,
"description": "check_coverage: observable behavior delivered."
},
"replace_confirmed": {
"type": "boolean",
"description": "true confirms a shorter recorded delivery matrix replacing a longer one."
},
"snooze_indefinite": {
"type": "boolean",
"description": "until NEW EVIDENCE (not a timer)."
},
"chosen_solution_id": {
"type": "string",
"format": "uuid",
"description": "update_solution: the winning sibling."
},
"clear_pm_exception": {
"type": "boolean"
},
"outcome_confidence": {
"enum": [
"high",
"medium",
"low"
],
"type": "string"
},
"on_behalf_of_person": {
"type": "boolean"
},
"pm_exception_reason": {
"type": "string",
"maxLength": 1000,
"description": "a PERSON's choice + alternatives; blockers → operational_block_reason."
},
"verification_method": {
"type": "string",
"maxLength": 500,
"description": "record_outcome: how verified (max 500 chars)."
},
"contradictions_found": {
"type": "boolean",
"description": "record_outcome (automated): attest a contradiction sweep."
},
"clear_operational_block": {
"type": "boolean"
},
"criteria_left_out_reason": {
"type": "string",
"maxLength": 1000,
"description": "Why each is out; required with criteria_left_out."
},
"operational_block_reason": {
"type": "string",
"maxLength": 500,
"description": "update_solution: operational blocker; not a decision. ≤500 chars."
},
"operational_block_category": {
"enum": [
"credentials",
"permissions",
"budget",
"provider_capacity",
"external_dependency"
],
"type": "string"
}
}
},
"annotations": {
"category": "write",
"readOnlyHint": false,
"strict_output": false,
"destructiveHint": true,
"supports_cursor": false,
"supports_idempotency": true,
"requires_confirmation": false,
"supports_since_checkpoint": false
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.brian8a1/atisbo"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.brian8a1/atisbo"}) over MCP.
atisbo_decide ~2,827 tokensatisbo_capture ~2,039 tokensatisbo_map ~1,518 tokensatisbo_lookup ~1,470 tokensatisbo_connect ~1,004 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.brian8a1%2Fatisbo?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.brian8a1%2Fatisbo?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.brian8a1%2Fatisbo.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.brian8a1%2Fatisbo.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.brian8a1%2Fatisbo?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:2c648994a4f10086…, first seen 2026-10-24, included at leaf 58836 of 65,161. Version history · verify what your client received.
Compare: most reliable data servers · most reliable knowledge servers · most reliable support servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-25 09:30 UTC, the Brian8a1 Atisbo MCP server is up with a Glimind reliability score of 96/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 8 minutes.
Brian8a1 Atisbo MCP server advertises 8 tools, including atisbo_analyze, atisbo_capture, atisbo_connect, atisbo_decide, atisbo_lookup.
Point your MCP client at this streamable-http endpoint: https://app.atisbo.dev/api/mcp
Glimind scanned all 8 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.