Social Fetch

List GitHub profile activity

github_profile_activity_list

Read-only

List recent public activity for a GitHub profile, one month per request. Accepts a username. Returns a list (use cursor when paginated).

Input Schema

TableJSON Schema

Name	Required	Description
`trim`	No	Ignored if this tool does not support it.
`urls`	No	Alias for `handle`. Prefer `handle`.
`user`	No	Alias for `handle`. Prefer `handle`.
`year`	No	Calendar year to read activity for. Default: current calendar year.
`limit`	No	Ignored if this tool does not support it.
`cursor`	No	Pagination cursor from a previous response (`data.page.nextCursor`). Pages backward one month at a time through the selected year.
`handle`	No	GitHub username whose public activity timeline should be listed.
`offset`	No	Ignored if this tool does not support it.
`context`	Yes	Describe the user's underlying goal in one sentence — not the tool you are calling.
`pageSize`	No	Ignored if this tool does not support it.
`userName`	No	Alias for `handle`. Prefer `handle`.
`username`	No	Alias for `handle`. Prefer `handle`.
`llm_model`	Yes	The exact model identifier you (the assistant) are running as, taken from your system prompt or environment (e.g. "claude-opus-4-8", "gpt-5.2"). Used for analytics only. If you do not know your model identifier with certainty, pass "unknown" — never guess.
`maxResults`	No	Ignored if this tool does not support it.
`profileUrl`	No	Alias for `handle`. Prefer `handle`.
`linkedinUrl`	No	Alias for `handle`. Prefer `handle`.
`max_results`	No	Ignored if this tool does not support it.
`screen_name`	No	Alias for `handle`. Prefer `handle`.
`conversation_id`	No	Echo the conversation_id from the server's previous response. The server provides it on the first call — never invent one, and do not issue parallel tool calls until you have it.

Schema Changelog

Changes observed during successful MCP inspections.

Changed19 schema fields changedSep 21, 2026

addedInput schema / properties / limit

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}

addedInput schema / properties / linkedinUrl / anyOf

Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]

removedInput schema / properties / linkedinUrl / type
```
Removed value: -"string"
```

addedInput schema / properties / maxResults

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}

addedInput schema / properties / max_results

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}

addedInput schema / properties / offset

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}

addedInput schema / properties / pageSize

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}

addedInput schema / properties / profileUrl / anyOf

Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]

removedInput schema / properties / profileUrl / type
```
Removed value: -"string"
```

addedInput schema / properties / screen_name / anyOf

Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]

removedInput schema / properties / screen_name / type
```
Removed value: -"string"
```

addedInput schema / properties / trim

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Ignored if this tool does not support it."
+}

addedInput schema / properties / urls

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "number"
+    },
+    {
+      "type": "boolean"
+    }
+  ],
+  "description": "Alias for `handle`. Prefer `handle`."
+}

addedInput schema / properties / user / anyOf

Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]

removedInput schema / properties / user / type
```
Removed value: -"string"
```

addedInput schema / properties / userName / anyOf

Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]

removedInput schema / properties / userName / type
```
Removed value: -"string"
```

addedInput schema / properties / username / anyOf

Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "number"
+  },
+  {
+    "type": "boolean"
+  }
+]

removedInput schema / properties / username / type
```
Removed value: -"string"
```

Changed2 schema fields changedSep 20, 2026

addedInput schema / properties / linkedinUrl

Added value: +{
+  "description": "Alias for `handle`. Prefer `handle`.",
+  "type": "string"
+}

addedInput schema / properties / profileUrl

Added value: +{
+  "description": "Alias for `handle`. Prefer `handle`.",
+  "type": "string"
+}

Changed5 schema fields changedSep 12, 2026

addedInput schema / properties / screen_name

Added value: +{
+  "description": "Alias for `handle`. Prefer `handle`.",
+  "type": "string"
+}

addedInput schema / properties / user

Added value: +{
+  "description": "Alias for `handle`. Prefer `handle`.",
+  "type": "string"
+}

addedInput schema / properties / userName

Added value: +{
+  "description": "Alias for `handle`. Prefer `handle`.",
+  "type": "string"
+}

addedInput schema / properties / username

Added value: +{
+  "description": "Alias for `handle`. Prefer `handle`.",
+  "type": "string"
+}

changedInput schema / required

Previous value: -[
-  "handle",
-  "context",
-  "llm_model"
-]New value: +[
+  "context",
+  "llm_model"
+]

Changed5 schema fields changedSep 5, 2026

removedInput schema / additionalProperties
```
Removed value: -false
```

addedInput schema / properties / context

Added value: +{
+  "description": "Describe the user's underlying goal in one sentence — not the tool you are calling.",
+  "type": "string"
+}

addedInput schema / properties / conversation_id

Added value: +{
+  "description": "Echo the conversation_id from the server's previous response. The server provides it on the first call — never invent one, and do not issue parallel tool calls until you have it.",
+  "type": "string"
+}

addedInput schema / properties / llm_model

Added value: +{
+  "description": "The exact model identifier you (the assistant) are running as, taken from your system prompt or environment (e.g. \"claude-opus-4-8\", \"gpt-5.2\"). Used for analytics only. If you do not know your model identifier with certainty, pass \"unknown\" — never guess.",
+  "type": "string"
+}

changedInput schema / required

Previous value: -[
-  "handle"
-]New value: +[
+  "handle",
+  "context",
+  "llm_model"
+]

Changed1 schema field changedAug 27, 2026

changedInput schema / $schema

Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"

Changed1 schema field changedJul 29, 2026
- addedInput schema / additionalProperties
```
Added value: +false
```
Changed4 schema fields changedJul 29, 2026
- removedInput schema / properties / year / anyOf
```
Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "number"
-  }
-]
```
- addedInput schema / properties / year / maximum
```
Added value: +2100
```
- addedInput schema / properties / year / minimum
```
Added value: +2008
```
- addedInput schema / properties / year / type
```
Added value: +"integer"
```

Changed1 schema field changedJul 26, 2026

changedInput schema / properties / year / description

Previous value: -"Calendar year to read activity for. Defaults to the current year when omitted."New value: +"Calendar year to read activity for. Default: current calendar year."

First observedJul 20, 2026

TDQS

A4.4/5.0

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare readOnlyHint and openWorldHint, which the description does not contradict. It adds valuable behavioral context beyond the annotations: the one-month granularity and the fact that pagination is cursor-based. This is useful for the agent and goes beyond the structured metadata.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is three short sentences with zero fluff. Purpose is front-loaded, constraints are stated compactly, and every sentence earns its place. It's an example of minimal yet complete expression.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given there is no output schema, the description carries the burden of explaining the return format — it says 'Returns a list' and explains cursor pagination, which covers the key functional aspects. It could specify what the list contains (e.g., event types), but for a listing tool with clear annotations and sibling context, this is sufficient. A 4 reflects the minor gap in explicit output details.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3. The description adds meaning by clarifying that a username (handle) is required, that activity is returned one month per request, and that cursor is for pagination. This supplements the schema's bare parameter definitions without redundancy.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource — 'List recent public activity for a GitHub profile' — and adds precise constraints: one month per request and cursor-based pagination. This clearly distinguishes it from sibling tools like github_profile_repositories_list or github_profile_followers_list.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear context on how the tool behaves — one month per request, cursor for pagination — but does not explicitly name alternatives or conditions for when to use this tool over its siblings. Context is clear, though exclusion criteria are absent, so a 4 rather than 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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List GitHub profile activity

Input Schema

Schema Changelog

TDQS

Glama MCP Gateway

Resources