Social Fetch

List GitHub profile repositories

github_profile_repositories_list

Read-only

List repositories for a GitHub user or organization. Accepts a username. Returns a list (use cursor when paginated).

Input Schema

TableJSON Schema

Name	Required	Description
`sort`	No	Sort field for repositories.
`trim`	No	Ignored if this tool does not support it.
`type`	No	Repository type filter. `owner`: repos owned by the user. `all`: owned repos plus repos from organizations the user belongs to. `member`: only repos the user belongs to via organization membership (not owned by the user). Default: `owner`.
`urls`	No	Alias for `handle`. Prefer `handle`.
`user`	No	Alias for `handle`. Prefer `handle`.
`limit`	No	Ignored if this tool does not support it.
`cursor`	No	Pagination cursor returned by a previous response.
`handle`	No	GitHub username whose public repositories 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`.
`direction`	No	Sort direction.
`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"

Changed2 schema fields changedJul 29, 2026

addedInput schema / additionalProperties
```
Added value: +false
```

changedInput schema / properties / type / description

Previous value: -"Repository type filter. Default: `owner`."New value: +"Repository type filter. `owner`: repos owned by the user. `all`: owned repos plus repos from organizations the user belongs to. `member`: only repos the user belongs to via organization membership (not owned by the user). Default: `owner`."

Changed1 schema field changedJul 26, 2026

changedInput schema / properties / type / description

Previous value: -"Repository type filter. Defaults to owner."New value: +"Repository type filter. Default: `owner`."

First observedJul 20, 2026

TDQS

B3.2/5.0

Behavior3/5

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

Annotations already carry the safety profile (readOnlyHint=true, openWorldHint=true), lowering the bar. The description adds that the tool 'Returns a list (use cursor when paginated),' which is genuinely useful behavioral context, though the cursor parameter is already documented in the schema. No mention of error behavior, rate limits, or invalid-username handling, and no contradiction with annotations.

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

Conciseness4/5

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

Three short sentences with the core purpose front-loaded. The pagination instruction earns its place, and there is no filler or repetition of schema content.

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

Completeness3/5

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

For a read-only list tool with protective annotations and full schema coverage, the essentials are present: purpose, target, and pagination. Gaps remain: it does not differentiate itself from github_repositories_get or github_trending_repositories_list, and with 21 parameters and no output schema, a sentence describing what each repository entry contains would meaningfully improve completeness.

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

Parameters3/5

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

Schema description coverage is 100%, so the baseline is 3 even without parameter info in the description. The description confirms the primary input ('Accepts a username'), matching the handle parameter, but adds nothing beyond the schema, which already documents aliases, defaults (type defaults to owner), and the meaning of each enum.

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

Purpose4/5

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

States a specific verb ('List') and resource ('repositories') with a defined scope: 'GitHub user or organization.' This distinguishes it from siblings like github_profile_get, github_trending_repositories_list, and github_repositories_get by name and action, though it does not explicitly contrast them. The phrase 'Accepts a username' is slightly confusing given the claim that it also works for organizations.

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

Usage Guidelines2/5

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

No when-to-use or when-not-to-use guidance, and no alternatives are named. An agent must infer the appropriate context from the tool name and the generic first sentence; there is no indication of how this differs from github_repositories_get or github_trending_repositories_list. The only operational hint is the pagination note ('use cursor when paginated').

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 repositories

Input Schema

Schema Changelog

TDQS

Glama MCP Gateway

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