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Havoptic AI Release Intelligence

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Release intelligence for AI coding tools: releases, typed changes, breaking changes, cadence.

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cadence_stats Read-only

How fast tools ship: release counts over 7/30/90 days, average days between releases, and last release — for selected tools or all of them. Legacy input tool (single id) still works.

toolstring

Legacy: one tool id (use tools instead)

toolsarray

Tool ids (fuzzy: 'claude', 'codex', 'copilot' resolve). Omit for all tools; see list_tools.

Havoptic AI Release Intelligence MCP server | mcptry

Tools (15)

cadence_stats

How fast tools ship: release counts over 7/30/90 days, average days between releases, and last release — for selected tools or all of them. Legacy input tool (single id) still works.

read-only

Argument	Type	Description
tool	string	Legacy: one tool id (use tools instead)
tools	array	Tool ids (fuzzy: 'claude', 'codex', 'copilot' resolve). Omit for all tools; see list_tools.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "tool": {
      "type": "string",
      "description": "Legacy: one tool id (use tools instead)"
    },
    "tools": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 20,
      "description": "Tool ids (fuzzy: 'claude', 'codex', 'copilot' resolve). Omit for all tools; see list_tools."
    }
  },
  "additionalProperties": false
}

compare_tools

Compare 2–4 AI coding tools: release cadence, feature-matrix differences, recent changes, and Havoptic's editorial verdict per pair. aspects defaults to cadence, features, verdict. Legacy inputs tool_a/tool_b still work.

read-only

Argument	Type	Description
since	string	Window for recent_changes (ISO date or 7d/30d; default 30d)
tools	array	2–4 tool ids (fuzzy)
tool_a	string	Legacy: first tool (use tools instead)
tool_b	string	Legacy: second tool (use tools instead)
aspects	array	Default ['cadence','features','verdict']

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "since": {
      "type": "string",
      "description": "Window for recent_changes (ISO date or 7d/30d; default 30d)"
    },
    "tools": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 4,
      "minItems": 2,
      "description": "2–4 tool ids (fuzzy)"
    },
    "tool_a": {
      "type": "string",
      "description": "Legacy: first tool (use tools instead)"
    },
    "tool_b": {
      "type": "string",
      "description": "Legacy: second tool (use tools instead)"
    },
    "aspects": {
      "type": "array",
      "items": {
        "enum": [
          "cadence",
          "features",
          "recent_changes",
          "verdict"
        ],
        "type": "string"
      },
      "description": "Default ['cadence','features','verdict']"
    }
  },
  "additionalProperties": false
}

feature_adoption

Who shipped a cross-tool feature first (MCP support, subagents, planning mode, hooks, checkpoints, …), which tools followed and their lag in days. Successor to feature_timeline.

read-only

Argument	Type	Description
feature*	string	Feature id or substring, e.g. mcp-oauth, subagents, planning

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "feature"
  ],
  "properties": {
    "feature": {
      "type": "string",
      "description": "Feature id or substring, e.g. mcp-oauth, subagents, planning"
    }
  },
  "additionalProperties": false
}

feature_timeline

Deprecated: use feature_adoption. Which tool shipped each notable cross-tool feature first (MCP support, subagents, planning mode, hooks, checkpoints, ...), follower lag in days, and copying-trend insights. Optionally filter to one feature.

read-only

Argument	Type	Description
feature	string	Feature id or name substring, e.g. 'subagents', 'mcp', 'planning'

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "feature": {
      "type": "string",
      "description": "Feature id or name substring, e.g. 'subagents', 'mcp', 'planning'"
    }
  },
  "additionalProperties": false
}

get_breaking_changes

Breaking changes (and, by default, deprecations) across tools in a window (default last 30 days), newest first. Legacy releases without typed changes are counted, not guessed.

read-only

Argument	Type	Description
since	string	ISO date or relative window, default 30d
tools	array	Tool ids (fuzzy: 'claude', 'codex', 'copilot' resolve). Omit for all tools; see list_tools.
include_deprecations	boolean	Default true

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "since": {
      "type": "string",
      "description": "ISO date or relative window, default 30d"
    },
    "tools": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 20,
      "description": "Tool ids (fuzzy: 'claude', 'codex', 'copilot' resolve). Omit for all tools; see list_tools."
    },
    "include_deprecations": {
      "type": "boolean",
      "description": "Default true"
    }
  },
  "additionalProperties": false
}

get_latest_releases

Newest releases (newest first) across all or selected tools. Successor to latest_releases and release_history (pass since/until for a date window). Default channel=stable, detail=brief.

read-only

Argument	Type	Description
limit	integer	Max releases (default 10)
since	string	Only releases on/after this ISO date
tools	array	Tool ids (fuzzy: 'claude', 'codex', 'copilot' resolve). Omit for all tools; see list_tools.
until	string	Only releases on/before this ISO date
cursor	string	next_cursor from a previous truncated response.
detail	string	brief (default) omits infographics and raw notes; standard adds evidence and links; full adds complete release notes.
channel	string	Default stable
max_tokens	integer	Soft cap on the text response, estimated as ceil(chars/3.5). Default 1500.

Input schema (JSON)

get_release

One release by id (e.g. 'claude-code-2.1.183', canonical '[email protected]') or by tool + version ('latest' allowed). detail=full (the default for a bare id lookup, as before) includes complete release notes; brief/standard omit them unless include_raw_notes is true.

read-only

Argument	Type	Description
id	string	Canonical (tool@version) or legacy (tool-version) release id
tool	string	Tool id (fuzzy), used with version
detail	string	brief (default) omits infographics and raw notes; standard adds evidence and links; full adds complete release notes.
version	string	Semver or 'latest'
include_raw_notes	boolean	Include the full upstream notes in any detail mode

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "id": {
      "type": "string",
      "description": "Canonical (tool@version) or legacy (tool-version) release id"
    },
    "tool": {
      "type": "string",
      "description": "Tool id (fuzzy), used with version"
    },
    "detail": {
      "enum": [
        "brief",
        "standard",
        "full"
      ],
      "type": "string",
      "description": "brief (default) omits infographics and raw notes; standard adds evidence and links; full adds complete release notes."
    },
    "version": {
      "type": "string",
      "description": "Semver or 'latest'"
    },
    "include_raw_notes": {
      "type": "boolean",
      "description": "Include the full upstream notes in any detail mode"
    }
  },
  "additionalProperties": false
}

get_upgrade_notes

Everything between two versions of one tool: breaking changes, deprecations, security fixes, features and fixes, plus an explicit coverage gap for legacy releases without typed changes. to_version defaults to latest.

read-only

Argument	Type	Description
tool*	string	Tool id (fuzzy)
detail	string	brief (default) omits infographics and raw notes; standard adds evidence and links; full adds complete release notes.
to_version	string	Target version (inclusive), default 'latest'
from_version*	string	Version you are on (exclusive)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "tool",
    "from_version"
  ],
  "properties": {
    "tool": {
      "type": "string",
      "description": "Tool id (fuzzy)"
    },
    "detail": {
      "enum": [
        "brief",
        "standard",
        "full"
      ],
      "type": "string",
      "description": "brief (default) omits infographics and raw notes; standard adds evidence and links; full adds complete release notes."
    },
    "to_version": {
      "type": "string",
      "description": "Target version (inclusive), default 'latest'"
    },
    "from_version": {
      "type": "string",
      "description": "Version you are on (exclusive)"
    }
  },
  "additionalProperties": false
}

latest_releases

Deprecated: use get_latest_releases. Most recent AI coding tool releases (newest first), optionally filtered to one tool. Returns summaries; use get_release for full notes. Default detail=brief omits infographic URLs.

read-only

Argument	Type	Description
tool	string	Tool id, e.g. 'claude-code', 'openai-codex', 'cursor', 'gemini-cli', 'kiro', 'github-copilot', 'windsurf', 'antigravity-cli', 'grok-build', 'cline', 'opencode', 'zed', 'factory-droid', 'devin', 'lovable', 'amp', 'copilot-vscode', 'replit-agent', 'bolt', 'v0', 'openai-platform', 'anthropic-api', 'gemini-api', 'xai-api', 'mistral-api', 'deepseek-api', 'amazon-bedrock', 'gemini-agent-platform', 'mcp-spec', 'openai-agents-python', 'openai-agents-js', 'claude-agent-sdk-python', 'claude-agent-sdk-typescript', 'vercel-ai-sdk', 'langgraph-python', 'langgraph-js', 'llamaindex', 'crewai', 'mastra', 'cloudflare-agents-sdk', 'ollama', 'vllm', 'lm-studio', 'huggingface-transformers'. Use list_tools for the live list.
limit	integer	Max releases to return (default 10)
detail	string	brief omits infographics and fullNotes; full includes complete notes on single-release reads.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "tool": {
      "type": "string",
      "description": "Tool id, e.g. 'claude-code', 'openai-codex', 'cursor', 'gemini-cli', 'kiro', 'github-copilot', 'windsurf', 'antigravity-cli', 'grok-build', 'cline', 'opencode', 'zed', 'factory-droid', 'devin', 'lovable', 'amp', 'copilot-vscode', 'replit-agent', 'bolt', 'v0', 'openai-platform', 'anthropic-api', 'gemini-api', 'xai-api', 'mistral-api', 'deepseek-api', 'amazon-bedrock', 'gemini-agent-platform', 'mcp-spec', 'openai-agents-python', 'openai-agents-js', 'claude-agent-sdk-python', 'claude-agent-sdk-typescript', 'vercel-ai-sdk', 'langgraph-python', 'langgraph-js', 'llamaindex', 'crewai', 'mastra', 'cloudflare-agents-sdk', 'ollama', 'vllm', 'lm-studio', 'huggingface-transformers'. Use list_tools for the live list."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max releases to return (default 10)"
    },
    "detail": {
      "enum": [
        "brief",
        "standard",
        "full"
      ],
      "type": "string",
      "description": "brief omits infographics and fullNotes; full includes complete notes on single-release reads."
    }
  },
  "additionalProperties": false
}

list_tools

Catalog of the products Havoptic tracks (AI coding tools plus model/API platforms, agent SDKs and inference runtimes): id, name, vendor, category, release count and latest release. Use first to find valid tool ids (fuzzy query: 'copilot', 'devin').

read-only

Argument	Type	Description
query	string	Fuzzy match on name/alias
vendor	string	Vendor id slug, e.g. 'anthropic', 'google'
category	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "description": "Fuzzy match on name/alias"
    },
    "vendor": {
      "type": "string",
      "description": "Vendor id slug, e.g. 'anthropic', 'google'"
    },
    "category": {
      "enum": [
        "coding-agent-cli",
        "ide",
        "ide-extension",
        "model-api",
        "agent-sdk",
        "framework",
        "infra",
        "hosted-agent",
        "protocol"
      ],
      "type": "string"
    }
  },
  "additionalProperties": false
}

list_tracked_tools

Deprecated: use list_tools. All AI coding tools Havoptic tracks (Claude Code, OpenAI Codex CLI, Cursor, Gemini CLI, Kiro CLI, GitHub Copilot CLI, Devin Desktop/Windsurf, Antigravity CLI, Grok Build), with release counts and their latest release.

read-only

No arguments.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {}
}

release_history

Deprecated: use get_latest_releases with since. Release history for one tool within an optional date window (newest first). Summaries only; use get_release for full notes. Default detail=brief omits infographic URLs.

read-only

Argument	Type	Description
tool*	string	Tool id, e.g. 'claude-code', 'openai-codex', 'cursor', 'gemini-cli', 'kiro', 'github-copilot', 'windsurf', 'antigravity-cli', 'grok-build', 'cline', 'opencode', 'zed', 'factory-droid', 'devin', 'lovable', 'amp', 'copilot-vscode', 'replit-agent', 'bolt', 'v0', 'openai-platform', 'anthropic-api', 'gemini-api', 'xai-api', 'mistral-api', 'deepseek-api', 'amazon-bedrock', 'gemini-agent-platform', 'mcp-spec', 'openai-agents-python', 'openai-agents-js', 'claude-agent-sdk-python', 'claude-agent-sdk-typescript', 'vercel-ai-sdk', 'langgraph-python', 'langgraph-js', 'llamaindex', 'crewai', 'mastra', 'cloudflare-agents-sdk', 'ollama', 'vllm', 'lm-studio', 'huggingface-transformers'. Use list_tools for the live list.
limit	integer	Max releases to return (default 50)
since	string	Only releases on/after this ISO date (e.g. '2026-01-01')
until	string	Only releases on/before this ISO date
detail	string	brief omits infographics and fullNotes; full includes complete notes on single-release reads.

Input schema (JSON)

search_changes

Search typed change items (title + evidence) and, unless kinds is set, legacy release notes — flags, error strings, feature names, config keys. Successor to search_release_notes. Brief mode returns snippets only.

read-only

Argument	Type	Description
kinds	array	Change kinds to include, e.g. ['breaking','security'].
limit	integer	Max results per section (default 10)
query*	string	Search terms, e.g. 'MCP OAuth' or '--dangerously-skip-permissions'
since	string
tools	array	Tool ids (fuzzy: 'claude', 'codex', 'copilot' resolve). Omit for all tools; see list_tools.
until	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "kinds": {
      "type": "array",
      "items": {
        "enum": [
          "feature",
          "fix",
          "breaking",
          "deprecation",
          "security",
          "improvement",
          "removal",
          "performance",
          "model",
          "pricing",
          "policy"
        ],
        "type": "string"
      },
      "description": "Change kinds to include, e.g. ['breaking','security']."
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Max results per section (default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 2,
      "description": "Search terms, e.g. 'MCP OAuth' or '--dangerously-skip-permissions'"
    },
    "since": {
      "type": "string"
    },
    "tools": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 20,
      "description": "Tool ids (fuzzy: 'claude', 'codex', 'copilot' resolve). Omit for all tools; see list_tools."
    },
    "until": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

search_release_notes

Deprecated: use search_changes. Full-text search across all tracked release notes — flags, error strings, feature names, config keys. Returns ranked matches with snippet context.

read-only

Argument	Type	Description
tool	string	Tool id, e.g. 'claude-code', 'openai-codex', 'cursor', 'gemini-cli', 'kiro', 'github-copilot', 'windsurf', 'antigravity-cli', 'grok-build', 'cline', 'opencode', 'zed', 'factory-droid', 'devin', 'lovable', 'amp', 'copilot-vscode', 'replit-agent', 'bolt', 'v0', 'openai-platform', 'anthropic-api', 'gemini-api', 'xai-api', 'mistral-api', 'deepseek-api', 'amazon-bedrock', 'gemini-agent-platform', 'mcp-spec', 'openai-agents-python', 'openai-agents-js', 'claude-agent-sdk-python', 'claude-agent-sdk-typescript', 'vercel-ai-sdk', 'langgraph-python', 'langgraph-js', 'llamaindex', 'crewai', 'mastra', 'cloudflare-agents-sdk', 'ollama', 'vllm', 'lm-studio', 'huggingface-transformers'. Use list_tools for the live list.
limit	integer	Max results (default 10)
query*	string	Search terms, e.g. '--dangerously-skip-permissions' or 'MCP OAuth'

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "tool": {
      "type": "string",
      "description": "Tool id, e.g. 'claude-code', 'openai-codex', 'cursor', 'gemini-cli', 'kiro', 'github-copilot', 'windsurf', 'antigravity-cli', 'grok-build', 'cline', 'opencode', 'zed', 'factory-droid', 'devin', 'lovable', 'amp', 'copilot-vscode', 'replit-agent', 'bolt', 'v0', 'openai-platform', 'anthropic-api', 'gemini-api', 'xai-api', 'mistral-api', 'deepseek-api', 'amazon-bedrock', 'gemini-agent-platform', 'mcp-spec', 'openai-agents-python', 'openai-agents-js', 'claude-agent-sdk-python', 'claude-agent-sdk-typescript', 'vercel-ai-sdk', 'langgraph-python', 'langgraph-js', 'llamaindex', 'crewai', 'mastra', 'cloudflare-agents-sdk', 'ollama', 'vllm', 'lm-studio', 'huggingface-transformers'. Use list_tools for the live list."
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Max results (default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 2,
      "description": "Search terms, e.g. '--dangerously-skip-permissions' or 'MCP OAuth'"
    }
  },
  "additionalProperties": false
}

whats_changed_since

Digest of typed changes (breaking, security, features, fixes, …) since a date or relative window ('7d', '30d'), grouped by tool with breaking changes first. States how many releases in range are legacy records without typed changes.

read-only

Argument	Type	Description
kinds	array	Change kinds to include, e.g. ['breaking','security'].
since*	string	ISO-8601 date/datetime or relative: 7d, 30d
tools	array	Tool ids (fuzzy: 'claude', 'codex', 'copilot' resolve). Omit for all tools; see list_tools.
cursor	string	next_cursor from a previous truncated response.
detail	string	brief (default) omits infographics and raw notes; standard adds evidence and links; full adds complete release notes.
max_tokens	integer	Soft cap on the text response, estimated as ceil(chars/3.5). Default 1500.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "since"
  ],
  "properties": {
    "kinds": {
      "type": "array",
      "items": {
        "enum": [
          "feature",
          "fix",
          "breaking",
          "deprecation",
          "security",
          "improvement",
          "removal",
          "performance",
          "model",
          "pricing",
          "policy"
        ],
        "type": "string"
      },
      "description": "Change kinds to include, e.g. ['breaking','security']."
    },
    "since": {
      "type": "string",
      "description": "ISO-8601 date/datetime or relative: 7d, 30d"
    },
    "tools": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 20,
      "description": "Tool ids (fuzzy: 'claude', 'codex', 'copilot' resolve). Omit for all tools; see list_tools."
    },
    "cursor": {
      "type": "string",
      "description": "next_cursor from a previous truncated response."
    },
    "detail": {
      "enum": [
        "brief",
        "standard",
        "full"
      ],
      "type": "string",
      "description": "brief (default) omits infographics and raw notes; standard adds evidence and links; full adds complete release notes."
    },
    "max_tokens": {
      "type": "integer",
      "maximum": 8000,
      "minimum": 200,
      "description": "Soft cap on the text response, estimated as ceil(chars/3.5). Default 1500."
    }
  },
  "additionalProperties": false
}

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max releases (default 10)"
    },
    "since": {
      "type": "string",
      "description": "Only releases on/after this ISO date"
    },
    "tools": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 20,
      "description": "Tool ids (fuzzy: 'claude', 'codex', 'copilot' resolve). Omit for all tools; see list_tools."
    },
    "until": {
      "type": "string",
      "description": "Only releases on/before this ISO date"
    },
    "cursor": {
      "type": "string",
      "description": "next_cursor from a previous truncated response."
    },
    "detail": {
      "enum": [
        "brief",
        "standard",
        "full"
      ],
      "type": "string",
      "description": "brief (default) omits infographics and raw notes; standard adds evidence and links; full adds complete release notes."
    },
    "channel": {
      "enum": [
        "stable",
        "prerelease",
        "all"
      ],
      "type": "string",
      "description": "Default stable"
    },
    "max_tokens": {
      "type": "integer",
      "maximum": 8000,
      "minimum": 200,
      "description": "Soft cap on the text response, estimated as ceil(chars/3.5). Default 1500."
    }
  },
  "additionalProperties": false
}

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "tool"
  ],
  "properties": {
    "tool": {
      "type": "string",
      "description": "Tool id, e.g. 'claude-code', 'openai-codex', 'cursor', 'gemini-cli', 'kiro', 'github-copilot', 'windsurf', 'antigravity-cli', 'grok-build', 'cline', 'opencode', 'zed', 'factory-droid', 'devin', 'lovable', 'amp', 'copilot-vscode', 'replit-agent', 'bolt', 'v0', 'openai-platform', 'anthropic-api', 'gemini-api', 'xai-api', 'mistral-api', 'deepseek-api', 'amazon-bedrock', 'gemini-agent-platform', 'mcp-spec', 'openai-agents-python', 'openai-agents-js', 'claude-agent-sdk-python', 'claude-agent-sdk-typescript', 'vercel-ai-sdk', 'langgraph-python', 'langgraph-js', 'llamaindex', 'crewai', 'mastra', 'cloudflare-agents-sdk', 'ollama', 'vllm', 'lm-studio', 'huggingface-transformers'. Use list_tools for the live list."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max releases to return (default 50)"
    },
    "since": {
      "type": "string",
      "description": "Only releases on/after this ISO date (e.g. '2026-01-01')"
    },
    "until": {
      "type": "string",
      "description": "Only releases on/before this ISO date"
    },
    "detail": {
      "enum": [
        "brief",
        "standard",
        "full"
      ],
      "type": "string",
      "description": "brief omits infographics and fullNotes; full includes complete notes on single-release reads."
    }
  },
  "additionalProperties": false
}