Server definition
- Hash
- sha256:e2025ecec2d11d2d0857db293af383adbeac1494d3e88ae59b7a6a01c526fc3f
- What it is
- What a remote MCP server returned when asked what it offers: 9 tools
The blob, as servednamed by its sha256
{
"instructions": "Query the portfolio of Médéric Hurier (Fmind): Freelance AI Architect • AI Agents, MLOps & Security. Explore profile, leadership, work experience, credentials, publications, projects, and services. Search and read published articles with citations, or compare LLM hosting assumptions using the calculator.",
"tools": [
{
"description": "Compare one GKE hosting scenario with managed API baselines using the website calculator. Call with parameters={} for defaults and supported model, node, billing, and quantization choices. Then override URL parameters as strings, e.g. requests=1000, throughput=100, tokens=500. Returns assumptions, USD costs, constraints, dated sources, and a shareable URL. Invalid inputs fail; no resources are provisioned. See /agents#calculator.",
"inputSchema": {
"properties": {
"parameters": {
"additionalProperties": {
"maxLength": 128,
"type": "string"
},
"description": "Calculator URL parameters as strings; use an empty object for defaults and available choices.",
"maxProperties": 64,
"propertyNames": {
"maxLength": 64
},
"title": "Parameters",
"type": "object"
}
},
"required": [
"parameters"
],
"title": "compare_llm_hostingArguments",
"type": "object"
},
"name": "compare_llm_hosting",
"outputSchema": {
"$defs": {
"APIBaseline": {
"properties": {
"cache_minimum": {
"title": "Cache Minimum",
"type": "number"
},
"cache_read_per_million": {
"title": "Cache Read Per Million",
"type": "number"
},
"cache_storage_per_million_hour": {
"title": "Cache Storage Per Million Hour",
"type": "number"
},
"cache_url": {
"title": "Cache Url",
"type": "string"
},
"cache_write_per_million": {
"title": "Cache Write Per Million",
"type": "number"
},
"context_token_limit": {
"default": 0,
"title": "Context Token Limit",
"type": "integer"
},
"input_per_million": {
"title": "Input Per Million",
"type": "number"
},
"input_token_limit": {
"title": "Input Token Limit",
"type": "integer"
},
"name": {
"title": "Name",
"type": "string"
},
"note": {
"title": "Note",
"type": "string"
},
"output_per_million": {
"title": "Output Per Million",
"type": "number"
},
"output_token_limit": {
"title": "Output Token Limit",
"type": "integer"
},
"review_on": {
"title": "Review On",
"type": "string"
},
"source_url": {
"title": "Source Url",
"type": "string"
},
"valid_through": {
"title": "Valid Through",
"type": "string"
},
"verified_on": {
"title": "Verified On",
"type": "string"
}
},
"required": [
"name",
"input_per_million",
"output_per_million",
"cache_read_per_million",
"cache_write_per_million",
"cache_storage_per_million_hour",
"cache_minimum",
"source_url",
"cache_url",
"verified_on",
"review_on",
"valid_through",
"note",
"input_token_limit",
"output_token_limit"
],
"title": "APIBaseline",
"type": "object"
},
"APIComparison": {
"properties": {
"baseline": {
"$ref": "#/$defs/APIBaseline"
},
"break_even_fits": {
"title": "Break Even Fits",
"type": "boolean"
},
"break_even_requests": {
"title": "Break Even Requests",
"type": "number"
},
"cache_overhead_usd": {
"title": "Cache Overhead Usd",
"type": "number"
},
"freshness": {
"default": "",
"title": "Freshness",
"type": "string"
},
"mode_note": {
"title": "Mode Note",
"type": "string"
},
"monthly_usd": {
"title": "Monthly Usd",
"type": "number"
},
"needs_review": {
"default": false,
"title": "Needs Review",
"type": "boolean"
},
"per_thousand_requests_usd": {
"title": "Per Thousand Requests Usd",
"type": "number"
},
"request_issue": {
"title": "Request Issue",
"type": "string"
}
},
"required": [
"baseline",
"monthly_usd",
"cache_overhead_usd",
"per_thousand_requests_usd",
"break_even_requests",
"break_even_fits",
"mode_note",
"request_issue"
],
"title": "APIComparison",
"type": "object"
},
"APIMode": {
"enum": [
"standard",
"batch",
"cached"
],
"title": "APIMode",
"type": "string"
},
"BillingPlan": {
"enum": [
"on-demand",
"cud-1y",
"cud-3y",
"flex"
],
"title": "BillingPlan",
"type": "string"
},
"DemandPreset": {
"properties": {
"active_days": {
"title": "Active Days",
"type": "number"
},
"description": {
"title": "Description",
"type": "string"
},
"id": {
"title": "Id",
"type": "string"
},
"input_tokens": {
"title": "Input Tokens",
"type": "number"
},
"name": {
"title": "Name",
"type": "string"
},
"output_tokens": {
"title": "Output Tokens",
"type": "number"
},
"requests_per_day": {
"title": "Requests Per Day",
"type": "number"
}
},
"required": [
"id",
"name",
"description",
"requests_per_day",
"active_days",
"input_tokens",
"output_tokens"
],
"title": "DemandPreset",
"type": "object"
},
"FrontierModel": {
"properties": {
"active_parameters": {
"title": "Active Parameters",
"type": "number"
},
"analysis_url": {
"title": "Analysis Url",
"type": "string"
},
"context_tokens": {
"title": "Context Tokens",
"type": "integer"
},
"creator": {
"title": "Creator",
"type": "string"
},
"id": {
"title": "Id",
"type": "string"
},
"intelligence": {
"title": "Intelligence",
"type": "number"
},
"license": {
"title": "License",
"type": "string"
},
"license_class": {
"title": "License Class",
"type": "string"
},
"minimum_node_id": {
"title": "Minimum Node Id",
"type": "string"
},
"minimum_nodes": {
"title": "Minimum Nodes",
"type": "integer"
},
"name": {
"title": "Name",
"type": "string"
},
"parameters_b": {
"title": "Parameters B",
"type": "number"
},
"rank": {
"title": "Rank",
"type": "integer"
},
"weights_url": {
"title": "Weights Url",
"type": "string"
}
},
"required": [
"id",
"rank",
"name",
"creator",
"intelligence",
"parameters_b",
"active_parameters",
"context_tokens",
"license",
"license_class",
"analysis_url",
"weights_url",
"minimum_node_id",
"minimum_nodes"
],
"title": "FrontierModel",
"type": "object"
},
"GKENodePool": {
"properties": {
"gpu": {
"title": "Gpu",
"type": "string"
},
"gpu_count": {
"title": "Gpu Count",
"type": "integer"
},
"id": {
"title": "Id",
"type": "string"
},
"multi_host": {
"default": false,
"title": "Multi Host",
"type": "boolean"
},
"name": {
"title": "Name",
"type": "string"
},
"operational": {
"title": "Operational",
"type": "string"
},
"prices": {
"items": {
"$ref": "#/$defs/NodePrice"
},
"title": "Prices",
"type": "array"
},
"vram_gb": {
"title": "Vram Gb",
"type": "number"
}
},
"required": [
"id",
"name",
"gpu",
"gpu_count",
"vram_gb",
"prices",
"operational"
],
"title": "GKENodePool",
"type": "object"
},
"HostingEstimate": {
"properties": {
"capacity_requests_day": {
"title": "Capacity Requests Day",
"type": "number"
},
"capacity_tokens_month": {
"title": "Capacity Tokens Month",
"type": "number"
},
"compute_monthly_usd": {
"title": "Compute Monthly Usd",
"type": "number"
},
"context_issue": {
"title": "Context Issue",
"type": "string"
},
"control_monthly_usd": {
"title": "Control Monthly Usd",
"type": "number"
},
"demand_capacity_pct": {
"title": "Demand Capacity Pct",
"type": "number"
},
"demand_fits": {
"title": "Demand Fits",
"type": "boolean"
},
"input_tokens_month": {
"title": "Input Tokens Month",
"type": "number"
},
"nodes_per_replica": {
"title": "Nodes Per Replica",
"type": "integer"
},
"output_tokens_month": {
"title": "Output Tokens Month",
"type": "number"
},
"per_thousand_requests_usd": {
"title": "Per Thousand Requests Usd",
"type": "number"
},
"platform_monthly_usd": {
"title": "Platform Monthly Usd",
"type": "number"
},
"qualified": {
"title": "Qualified",
"type": "boolean"
},
"requests_month": {
"title": "Requests Month",
"type": "number"
},
"required_memory_gb": {
"title": "Required Memory Gb",
"type": "number"
},
"topology_confirmed": {
"title": "Topology Confirmed",
"type": "boolean"
},
"total_gpus": {
"title": "Total Gpus",
"type": "integer"
},
"total_monthly_usd": {
"title": "Total Monthly Usd",
"type": "number"
},
"total_nodes": {
"title": "Total Nodes",
"type": "integer"
},
"weight_memory_gb": {
"title": "Weight Memory Gb",
"type": "number"
}
},
"required": [
"weight_memory_gb",
"required_memory_gb",
"nodes_per_replica",
"total_nodes",
"total_gpus",
"compute_monthly_usd",
"control_monthly_usd",
"platform_monthly_usd",
"total_monthly_usd",
"capacity_tokens_month",
"capacity_requests_day",
"requests_month",
"input_tokens_month",
"output_tokens_month",
"demand_capacity_pct",
"per_thousand_requests_usd",
"demand_fits",
"context_issue",
"topology_confirmed",
"qualified"
],
"title": "HostingEstimate",
"type": "object"
},
"HostingInputs": {
"properties": {
"active_days": {
"title": "Active Days",
"type": "number"
},
"api_mode": {
"$ref": "#/$defs/APIMode"
},
"billing_plan": {
"$ref": "#/$defs/BillingPlan",
"default": "on-demand"
},
"cache_prefix_tokens": {
"title": "Cache Prefix Tokens",
"type": "number"
},
"cache_requests": {
"title": "Cache Requests",
"type": "integer"
},
"concurrency": {
"title": "Concurrency",
"type": "integer"
},
"duty_cycle_percent": {
"title": "Duty Cycle Percent",
"type": "number"
},
"input_tokens_request": {
"title": "Input Tokens Request",
"type": "number"
},
"measured_completion": {
"title": "Measured Completion",
"type": "number"
},
"measured_concurrency": {
"title": "Measured Concurrency",
"type": "integer"
},
"measured_first_token": {
"title": "Measured First Token",
"type": "number"
},
"memory_overhead_pct": {
"title": "Memory Overhead Pct",
"type": "number"
},
"model_id": {
"title": "Model Id",
"type": "string"
},
"node_pool_id": {
"title": "Node Pool Id",
"type": "string"
},
"output_tokens_request": {
"title": "Output Tokens Request",
"type": "number"
},
"pilot_config": {
"default": "",
"title": "Pilot Config",
"type": "string"
},
"platform_monthly_usd": {
"title": "Platform Monthly Usd",
"type": "number"
},
"quality": {
"maxItems": 4,
"minItems": 4,
"prefixItems": [
{
"$ref": "#/$defs/TaskQuality"
},
{
"$ref": "#/$defs/TaskQuality"
},
{
"$ref": "#/$defs/TaskQuality"
},
{
"$ref": "#/$defs/TaskQuality"
}
],
"title": "Quality",
"type": "array"
},
"quality_enabled": {
"title": "Quality Enabled",
"type": "boolean"
},
"quantization_id": {
"title": "Quantization Id",
"type": "string"
},
"replicas": {
"title": "Replicas",
"type": "integer"
},
"requests_per_day": {
"title": "Requests Per Day",
"type": "number"
},
"review_hourly_usd": {
"title": "Review Hourly Usd",
"type": "number"
},
"target_completion": {
"title": "Target Completion",
"type": "number"
},
"target_first_token": {
"title": "Target First Token",
"type": "number"
},
"target_utilization": {
"title": "Target Utilization",
"type": "number"
},
"tasks_per_month": {
"title": "Tasks Per Month",
"type": "number"
},
"tokens_per_second": {
"title": "Tokens Per Second",
"type": "number"
}
},
"required": [
"model_id",
"node_pool_id",
"quantization_id",
"replicas",
"duty_cycle_percent",
"memory_overhead_pct",
"tokens_per_second",
"target_utilization",
"output_tokens_request",
"input_tokens_request",
"requests_per_day",
"active_days",
"platform_monthly_usd",
"api_mode",
"cache_prefix_tokens",
"cache_requests",
"concurrency",
"target_first_token",
"target_completion",
"measured_concurrency",
"measured_first_token",
"measured_completion",
"tasks_per_month",
"review_hourly_usd",
"quality",
"quality_enabled"
],
"title": "HostingInputs",
"type": "object"
},
"ModelComparison": {
"properties": {
"decision": {
"title": "Decision",
"type": "string"
},
"estimate": {
"$ref": "#/$defs/HostingEstimate"
},
"model": {
"$ref": "#/$defs/FrontierModel"
}
},
"required": [
"model",
"estimate",
"decision"
],
"title": "ModelComparison",
"type": "object"
},
"NodePrice": {
"properties": {
"hourly_usd": {
"title": "Hourly Usd",
"type": "number"
},
"label": {
"title": "Label",
"type": "string"
},
"plan": {
"$ref": "#/$defs/BillingPlan"
}
},
"required": [
"plan",
"label",
"hourly_usd"
],
"title": "NodePrice",
"type": "object"
},
"PrecisionComparison": {
"properties": {
"estimate": {
"$ref": "#/$defs/HostingEstimate"
},
"quantization": {
"$ref": "#/$defs/Quantization"
}
},
"required": [
"quantization",
"estimate"
],
"title": "PrecisionComparison",
"type": "object"
},
"Quantization": {
"properties": {
"bytes_per_param": {
"title": "Bytes Per Param",
"type": "number"
},
"guidance": {
"title": "Guidance",
"type": "string"
},
"id": {
"title": "Id",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
}
},
"required": [
"id",
"name",
"bytes_per_param",
"guidance"
],
"title": "Quantization",
"type": "object"
},
"TaskComparison": {
"properties": {
"accepted": {
"title": "Accepted",
"type": "number"
},
"fits": {
"title": "Fits",
"type": "boolean"
},
"id": {
"title": "Id",
"type": "string"
},
"model_usd": {
"title": "Model Usd",
"type": "number"
},
"name": {
"title": "Name",
"type": "string"
},
"per_accepted_usd": {
"title": "Per Accepted Usd",
"type": "number"
},
"quality": {
"$ref": "#/$defs/TaskQuality"
},
"request_issue": {
"title": "Request Issue",
"type": "string"
},
"requests": {
"title": "Requests",
"type": "number"
},
"review_usd": {
"title": "Review Usd",
"type": "number"
}
},
"required": [
"id",
"name",
"quality",
"requests",
"accepted",
"model_usd",
"review_usd",
"per_accepted_usd",
"fits",
"request_issue"
],
"title": "TaskComparison",
"type": "object"
},
"TaskQuality": {
"properties": {
"acceptance_percent": {
"title": "Acceptance Percent",
"type": "number"
},
"calls_per_task": {
"title": "Calls Per Task",
"type": "number"
},
"review_minutes": {
"title": "Review Minutes",
"type": "number"
}
},
"required": [
"acceptance_percent",
"calls_per_task",
"review_minutes"
],
"title": "TaskQuality",
"type": "object"
}
},
"properties": {
"apis": {
"items": {
"$ref": "#/$defs/APIComparison"
},
"title": "Apis",
"type": "array"
},
"calculated_on": {
"title": "Calculated On",
"type": "string"
},
"comparison_ready": {
"title": "Comparison Ready",
"type": "boolean"
},
"estimate": {
"$ref": "#/$defs/HostingEstimate"
},
"inputs": {
"$ref": "#/$defs/HostingInputs"
},
"latency": {
"title": "Latency",
"type": "string"
},
"limitations": {
"items": {
"type": "string"
},
"title": "Limitations",
"type": "array"
},
"model_comparisons": {
"items": {
"$ref": "#/$defs/ModelComparison"
},
"title": "Model Comparisons",
"type": "array"
},
"models": {
"items": {
"$ref": "#/$defs/FrontierModel"
},
"title": "Models",
"type": "array"
},
"node_pools": {
"items": {
"$ref": "#/$defs/GKENodePool"
},
"title": "Node Pools",
"type": "array"
},
"parameters": {
"additionalProperties": {
"type": "string"
},
"title": "Parameters",
"type": "object"
},
"pilot_configuration": {
"title": "Pilot Configuration",
"type": "string"
},
"precision_comparisons": {
"items": {
"$ref": "#/$defs/PrecisionComparison"
},
"title": "Precision Comparisons",
"type": "array"
},
"presets": {
"items": {
"$ref": "#/$defs/DemandPreset"
},
"title": "Presets",
"type": "array"
},
"quantizations": {
"items": {
"$ref": "#/$defs/Quantization"
},
"title": "Quantizations",
"type": "array"
},
"scenario_url": {
"title": "Scenario Url",
"type": "string"
},
"snapshot_date": {
"title": "Snapshot Date",
"type": "string"
},
"sources": {
"additionalProperties": {
"type": "string"
},
"title": "Sources",
"type": "object"
},
"tasks": {
"items": {
"$ref": "#/$defs/TaskComparison"
},
"title": "Tasks",
"type": "array"
},
"units": {
"additionalProperties": {
"type": "string"
},
"title": "Units",
"type": "object"
},
"validation": {
"items": {
"type": "string"
},
"title": "Validation",
"type": "array"
}
},
"required": [
"scenario_url",
"parameters",
"inputs",
"estimate",
"apis",
"models",
"node_pools",
"quantizations",
"presets",
"model_comparisons",
"precision_comparisons",
"tasks",
"comparison_ready",
"validation",
"latency",
"pilot_configuration",
"calculated_on",
"snapshot_date",
"sources",
"units",
"limitations"
],
"title": "HostingResult",
"type": "object"
}
},
{
"description": "Read a public article's complete Markdown, dates, canonical URL, and hosted section links. Use a slug from search_articles; unknown and draft articles are unavailable.",
"inputSchema": {
"properties": {
"slug": {
"maxLength": 200,
"minLength": 1,
"pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
"title": "Slug",
"type": "string"
}
},
"required": [
"slug"
],
"title": "get_articleArguments",
"type": "object"
},
"name": "get_article",
"outputSchema": {
"$defs": {
"ArticleSummary": {
"properties": {
"canonical": {
"default": "",
"title": "Canonical",
"type": "string"
},
"date": {
"format": "date-time",
"title": "Date",
"type": "string"
},
"description": {
"title": "Description",
"type": "string"
},
"image_alt": {
"title": "Image Alt",
"type": "string"
},
"image_url": {
"title": "Image Url",
"type": "string"
},
"reading_minutes": {
"title": "Reading Minutes",
"type": "integer"
},
"slug": {
"title": "Slug",
"type": "string"
},
"syndicated": {
"default": "",
"title": "Syndicated",
"type": "string"
},
"tags": {
"items": {
"type": "string"
},
"title": "Tags",
"type": "array"
},
"title": {
"title": "Title",
"type": "string"
},
"updated": {
"format": "date-time",
"title": "Updated",
"type": "string"
},
"url": {
"title": "Url",
"type": "string"
}
},
"required": [
"date",
"updated",
"title",
"description",
"slug",
"url",
"image_url",
"image_alt",
"tags",
"reading_minutes"
],
"title": "ArticleSummary",
"type": "object"
}
},
"properties": {
"article": {
"$ref": "#/$defs/ArticleSummary"
},
"canonical_url": {
"title": "Canonical Url",
"type": "string"
},
"markdown": {
"title": "Markdown",
"type": "string"
},
"sections": {
"items": {
"additionalProperties": {
"type": "string"
},
"type": "object"
},
"title": "Sections",
"type": "array"
}
},
"required": [
"article",
"canonical_url",
"markdown",
"sections"
],
"title": "ArticleResult",
"type": "object"
}
},
{
"description": "Return the core profile: identity, headline, job title, contact, socials, biography, and areas of expertise.",
"inputSchema": {
"properties": {},
"title": "get_profileArguments",
"type": "object"
},
"name": "get_profile",
"outputSchema": {
"$defs": {
"ExpertiseCard": {
"properties": {
"description": {
"title": "Description",
"type": "string"
},
"emoji": {
"title": "Emoji",
"type": "string"
},
"title": {
"title": "Title",
"type": "string"
}
},
"required": [
"title",
"emoji",
"description"
],
"title": "ExpertiseCard",
"type": "object"
},
"LeadershipRole": {
"properties": {
"description": {
"title": "Description",
"type": "string"
},
"organization": {
"title": "Organization",
"type": "string"
},
"role": {
"title": "Role",
"type": "string"
},
"url": {
"title": "Url",
"type": "string"
}
},
"required": [
"role",
"organization",
"description",
"url"
],
"title": "LeadershipRole",
"type": "object"
},
"Metadata": {
"properties": {
"alternate_name": {
"title": "Alternate Name",
"type": "string"
},
"calendar_url": {
"title": "Calendar Url",
"type": "string"
},
"description": {
"title": "Description",
"type": "string"
},
"email": {
"title": "Email",
"type": "string"
},
"headline_primary": {
"title": "Headline Primary",
"type": "string"
},
"headline_secondary": {
"title": "Headline Secondary",
"type": "string"
},
"job_title": {
"title": "Job Title",
"type": "string"
},
"keywords": {
"items": {
"type": "string"
},
"title": "Keywords",
"type": "array"
},
"name": {
"title": "Name",
"type": "string"
},
"site_name": {
"title": "Site Name",
"type": "string"
},
"site_url": {
"title": "Site Url",
"type": "string"
},
"socials": {
"items": {
"$ref": "#/$defs/SocialLink"
},
"title": "Socials",
"type": "array"
},
"title": {
"title": "Title",
"type": "string"
},
"twitter_handle": {
"title": "Twitter Handle",
"type": "string"
},
"work_location": {
"title": "Work Location",
"type": "string"
}
},
"required": [
"name",
"alternate_name",
"site_name",
"title",
"job_title",
"headline_primary",
"headline_secondary",
"description",
"keywords",
"email",
"calendar_url",
"site_url",
"twitter_handle",
"socials",
"work_location"
],
"title": "Metadata",
"type": "object"
},
"SocialLink": {
"properties": {
"header": {
"default": false,
"title": "Header",
"type": "boolean"
},
"icon": {
"title": "Icon",
"type": "string"
},
"name": {
"title": "Name",
"type": "string"
},
"url": {
"title": "Url",
"type": "string"
}
},
"required": [
"name",
"url",
"icon"
],
"title": "SocialLink",
"type": "object"
}
},
"properties": {
"biography": {
"items": {
"type": "string"
},
"title": "Biography",
"type": "array"
},
"expertise": {
"items": {
"$ref": "#/$defs/ExpertiseCard"
},
"title": "Expertise",
"type": "array"
},
"leadership": {
"items": {
"$ref": "#/$defs/LeadershipRole"
},
"title": "Leadership",
"type": "array"
},
"metadata": {
"$ref": "#/$defs/Metadata"
}
},
"required": [
"metadata",
"biography",
"leadership",
"expertise"
],
"title": "ProfileResult",
"type": "object"
}
},
{
"description": "List the professional services on offer (AI architecture advisory and mentoring) with availability and how to book.",
"inputSchema": {
"properties": {},
"title": "servicesArguments",
"type": "object"
},
"name": "get_services",
"outputSchema": {
"$defs": {
"Service": {
"properties": {
"badge": {
"title": "Badge",
"type": "string"
},
"badge_type": {
"title": "Badge Type",
"type": "string"
},
"cta_text": {
"title": "Cta Text",
"type": "string"
},
"cta_url": {
"title": "Cta Url",
"type": "string"
},
"description": {
"title": "Description",
"type": "string"
},
"icon": {
"title": "Icon",
"type": "string"
},
"title": {
"title": "Title",
"type": "string"
}
},
"required": [
"icon",
"title",
"description",
"badge",
"badge_type",
"cta_text",
"cta_url"
],
"title": "Service",
"type": "object"
}
},
"properties": {
"services": {
"items": {
"$ref": "#/$defs/Service"
},
"title": "Services",
"type": "array"
}
},
"required": [
"services"
],
"title": "ServicesResult",
"type": "object"
}
},
{
"description": "List professional certifications, badges, and course specializations with their issuers.",
"inputSchema": {
"properties": {},
"title": "list_certificationsArguments",
"type": "object"
},
"name": "list_certifications",
"outputSchema": {
"$defs": {
"CertificationBadge": {
"properties": {
"active": {
"title": "Active",
"type": "boolean"
},
"cert_id": {
"title": "Cert Id",
"type": "string"
},
"issuer": {
"title": "Issuer",
"type": "string"
},
"logo": {
"title": "Logo",
"type": "string"
},
"title": {
"title": "Title",
"type": "string"
},
"url": {
"title": "Url",
"type": "string"
}
},
"required": [
"url",
"logo",
"title",
"issuer",
"cert_id",
"active"
],
"title": "CertificationBadge",
"type": "object"
},
"CertificationEntry": {
"properties": {
"issuer_details": {
"title": "Issuer Details",
"type": "string"
},
"logo": {
"title": "Logo",
"type": "string"
},
"title": {
"title": "Title",
"type": "string"
},
"url": {
"title": "Url",
"type": "string"
}
},
"required": [
"url",
"logo",
"title",
"issuer_details"
],
"title": "CertificationEntry",
"type": "object"
}
},
"properties": {
"certifications": {
"items": {
"$ref": "#/$defs/CertificationBadge"
},
"title": "Certifications",
"type": "array"
},
"specializations": {
"items": {
"$ref": "#/$defs/CertificationEntry"
},
"title": "Specializations",
"type": "array"
}
},
"required": [
"certifications",
"specializations"
],
"title": "CertificationsResult",
"type": "object"
}
},
{
"description": "List professional work experience: companies, roles, descriptions, and skill tags.",
"inputSchema": {
"properties": {},
"title": "list_experienceArguments",
"type": "object"
},
"name": "list_experience",
"outputSchema": {
"$defs": {
"WorkExperience": {
"properties": {
"brand_color": {
"title": "Brand Color",
"type": "string"
},
"company": {
"title": "Company",
"type": "string"
},
"description": {
"title": "Description",
"type": "string"
},
"logo": {
"title": "Logo",
"type": "string"
},
"tags": {
"items": {
"type": "string"
},
"title": "Tags",
"type": "array"
},
"title": {
"title": "Title",
"type": "string"
}
},
"required": [
"company",
"logo",
"title",
"brand_color",
"description",
"tags"
],
"title": "WorkExperience",
"type": "object"
}
},
"properties": {
"experience": {
"items": {
"$ref": "#/$defs/WorkExperience"
},
"title": "Experience",
"type": "array"
}
},
"required": [
"experience"
],
"title": "ExperienceResult",
"type": "object"
}
},
{
"description": "List open-source projects and educational YouTube series.",
"inputSchema": {
"properties": {},
"title": "list_projectsArguments",
"type": "object"
},
"name": "list_projects",
"outputSchema": {
"$defs": {
"Playlist": {
"properties": {
"cta": {
"title": "Cta",
"type": "string"
},
"description": {
"title": "Description",
"type": "string"
},
"title": {
"title": "Title",
"type": "string"
},
"url": {
"title": "Url",
"type": "string"
}
},
"required": [
"title",
"url",
"description",
"cta"
],
"title": "Playlist",
"type": "object"
},
"Project": {
"properties": {
"description": {
"title": "Description",
"type": "string"
},
"href": {
"title": "Href",
"type": "string"
},
"repo": {
"default": "",
"title": "Repo",
"type": "string"
},
"title": {
"title": "Title",
"type": "string"
}
},
"required": [
"title",
"href",
"description"
],
"title": "Project",
"type": "object"
}
},
"properties": {
"open_source": {
"items": {
"$ref": "#/$defs/Project"
},
"title": "Open Source",
"type": "array"
},
"youtube_series": {
"items": {
"$ref": "#/$defs/Playlist"
},
"title": "Youtube Series",
"type": "array"
}
},
"required": [
"open_source",
"youtube_series"
],
"title": "ProjectsResult",
"type": "object"
}
},
{
"description": "List academic and written publications: the PhD thesis, peer-reviewed papers, and hosted articles.",
"inputSchema": {
"properties": {},
"title": "list_publicationsArguments",
"type": "object"
},
"name": "list_publications",
"outputSchema": {
"$defs": {
"ArticleSummary": {
"properties": {
"canonical": {
"default": "",
"title": "Canonical",
"type": "string"
},
"date": {
"format": "date-time",
"title": "Date",
"type": "string"
},
"description": {
"title": "Description",
"type": "string"
},
"image_alt": {
"title": "Image Alt",
"type": "string"
},
"image_url": {
"title": "Image Url",
"type": "string"
},
"reading_minutes": {
"title": "Reading Minutes",
"type": "integer"
},
"slug": {
"title": "Slug",
"type": "string"
},
"syndicated": {
"default": "",
"title": "Syndicated",
"type": "string"
},
"tags": {
"items": {
"type": "string"
},
"title": "Tags",
"type": "array"
},
"title": {
"title": "Title",
"type": "string"
},
"updated": {
"format": "date-time",
"title": "Updated",
"type": "string"
},
"url": {
"title": "Url",
"type": "string"
}
},
"required": [
"date",
"updated",
"title",
"description",
"slug",
"url",
"image_url",
"image_alt",
"tags",
"reading_minutes"
],
"title": "ArticleSummary",
"type": "object"
},
"ResearchPaper": {
"properties": {
"code": {
"title": "Code",
"type": "string"
},
"code_label": {
"title": "Code Label",
"type": "string"
},
"title": {
"title": "Title",
"type": "string"
},
"url": {
"title": "Url",
"type": "string"
},
"venue": {
"title": "Venue",
"type": "string"
}
},
"required": [
"title",
"url",
"venue",
"code",
"code_label"
],
"title": "ResearchPaper",
"type": "object"
},
"Thesis": {
"properties": {
"description": {
"title": "Description",
"type": "string"
},
"institution_details": {
"title": "Institution Details",
"type": "string"
},
"links": {
"items": {
"$ref": "#/$defs/ThesisLink"
},
"title": "Links",
"type": "array"
},
"title": {
"title": "Title",
"type": "string"
},
"url": {
"title": "Url",
"type": "string"
}
},
"required": [
"title",
"url",
"institution_details",
"description",
"links"
],
"title": "Thesis",
"type": "object"
},
"ThesisLink": {
"properties": {
"label": {
"title": "Label",
"type": "string"
},
"url": {
"title": "Url",
"type": "string"
}
},
"required": [
"label",
"url"
],
"title": "ThesisLink",
"type": "object"
}
},
"properties": {
"articles": {
"items": {
"$ref": "#/$defs/ArticleSummary"
},
"title": "Articles",
"type": "array"
},
"papers": {
"items": {
"$ref": "#/$defs/ResearchPaper"
},
"title": "Papers",
"type": "array"
},
"thesis": {
"$ref": "#/$defs/Thesis"
}
},
"required": [
"thesis",
"papers",
"articles"
],
"title": "PublicationsResult",
"type": "object"
}
},
{
"description": "Search the hosted articles by relevance (BM25 over titles, tags, descriptions, and full text) and return the best matches. Use it to answer what Fmind has written about a topic instead of listing every publication.",
"inputSchema": {
"properties": {
"limit": {
"default": 10,
"description": "maximum number of results to return (default 10, maximum 50)",
"title": "Limit",
"type": "integer"
},
"query": {
"description": "words to search for across article titles, tags, descriptions, and full text",
"title": "Query",
"type": "string"
},
"tag": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "optionally keep only articles with this tag, case-insensitive: Agent, Coding, LLM, RAG, MLOps, Cloud, Python, Project, Demo, Guide",
"title": "Tag"
}
},
"required": [
"query"
],
"title": "search_articlesArguments",
"type": "object"
},
"name": "search_articles",
"outputSchema": {
"$defs": {
"ArticleSummary": {
"properties": {
"canonical": {
"default": "",
"title": "Canonical",
"type": "string"
},
"date": {
"format": "date-time",
"title": "Date",
"type": "string"
},
"description": {
"title": "Description",
"type": "string"
},
"image_alt": {
"title": "Image Alt",
"type": "string"
},
"image_url": {
"title": "Image Url",
"type": "string"
},
"reading_minutes": {
"title": "Reading Minutes",
"type": "integer"
},
"slug": {
"title": "Slug",
"type": "string"
},
"syndicated": {
"default": "",
"title": "Syndicated",
"type": "string"
},
"tags": {
"items": {
"type": "string"
},
"title": "Tags",
"type": "array"
},
"title": {
"title": "Title",
"type": "string"
},
"updated": {
"format": "date-time",
"title": "Updated",
"type": "string"
},
"url": {
"title": "Url",
"type": "string"
}
},
"required": [
"date",
"updated",
"title",
"description",
"slug",
"url",
"image_url",
"image_alt",
"tags",
"reading_minutes"
],
"title": "ArticleSummary",
"type": "object"
}
},
"properties": {
"articles": {
"items": {
"$ref": "#/$defs/ArticleSummary"
},
"title": "Articles",
"type": "array"
},
"query": {
"title": "Query",
"type": "string"
},
"total": {
"title": "Total",
"type": "integer"
}
},
"required": [
"query",
"articles",
"total"
],
"title": "SearchArticlesResult",
"type": "object"
}
}
]
}Verify it yourself
curl -s https://api.teppi.xyz/v1/evidence/sha256:e2025ecec2d11d2d0857db293af383adbeac1494d3e88ae59b7a6a01c526fc3f | sha256sum