Read-only search and full text of Subhadip Mitra's essays, papers, projects and measured results.
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Full text of one essay as markdown. Interactive figures are omitted; the surrounding text is kept.
The essay's slug or url, e.g. 'deepinfer-cache-is-the-business'.
Truncate longer essays to this many characters.
Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.
Run in a terminal
claude mcp add --transport http site https://subhadipmitra.com/mcp
Full text of one essay as markdown. Interactive figures are omitted; the surrounding text is kept.
| Argument | Type | Description |
|---|---|---|
| post* | string | The essay's slug or url, e.g. 'deepinfer-cache-is-the-business'. |
| max_chars | integer | Truncate longer essays to this many characters. |
{
"type": "object",
"required": [
"post"
],
"properties": {
"post": {
"type": "string",
"description": "The essay's slug or url, e.g. 'deepinfer-cache-is-the-business'."
},
"max_chars": {
"type": "integer",
"default": 60000,
"maximum": 200000,
"minimum": 1000,
"description": "Truncate longer essays to this many characters."
}
},
"additionalProperties": false
}Who Subhadip Mitra is and what the site covers: role, research areas, and the main essays, publications and projects, with links.
No arguments.
{
"type": "object",
"properties": {},
"additionalProperties": false
}List essays, newest first, optionally filtered by tag or year. Older off-focus posts are excluded unless include_archived is true.
| Argument | Type | Description |
|---|---|---|
| tag | string | Only posts with this tag, e.g. 'triton' or 'mcp'. |
| year | integer | Only posts published in this year. |
| limit | integer | |
| offset | integer | |
| include_archived | boolean |
{
"type": "object",
"properties": {
"tag": {
"type": "string",
"description": "Only posts with this tag, e.g. 'triton' or 'mcp'."
},
"year": {
"type": "integer",
"description": "Only posts published in this year."
},
"limit": {
"type": "integer",
"default": 20,
"maximum": 100,
"minimum": 1
},
"offset": {
"type": "integer",
"default": 0,
"minimum": 0
},
"include_archived": {
"type": "boolean",
"default": false
}
},
"additionalProperties": false
}Open-source projects with description, status, highlights, tech and links.
| Argument | Type | Description |
|---|---|---|
| category | string | One of ai-safety, inference, distributed, privacy, tools. |
{
"type": "object",
"properties": {
"category": {
"type": "string",
"description": "One of ai-safety, inference, distributed, privacy, tools."
}
},
"additionalProperties": false
}Papers, preprints, technical disclosures, the thesis and the whitepaper, newest first, with venue, links and abstract.
| Argument | Type | Description |
|---|---|---|
| type | string | |
| year_from | integer | Only publications from this year on. |
{
"type": "object",
"properties": {
"type": {
"enum": [
"paper",
"technical-disclosure",
"whitepaper",
"thesis"
],
"type": "string"
},
"year_from": {
"type": "integer",
"description": "Only publications from this year on."
}
},
"additionalProperties": false
}Measured results with their qualifiers (hardware, workload, models) and links to the post, paper or code that reproduces them.
| Argument | Type | Description |
|---|---|---|
| area | string | e.g. Inference, Safety, Interpretability, Evaluation. |
{
"type": "object",
"properties": {
"area": {
"type": "string",
"description": "e.g. Inference, Safety, Interpretability, Evaluation."
}
},
"additionalProperties": false
}Keyword search across essays, publications, projects and measured results. Returns the best matches with their urls.
| Argument | Type | Description |
|---|---|---|
| kind | string | |
| limit | integer | |
| query* | string | Words to search for, e.g. 'speculative decoding' or 'sandbagging'. |
{
"type": "object",
"required": [
"query"
],
"properties": {
"kind": {
"enum": [
"all",
"posts",
"publications",
"projects",
"results"
],
"type": "string",
"default": "all"
},
"limit": {
"type": "integer",
"default": 10,
"maximum": 25,
"minimum": 1
},
"query": {
"type": "string",
"description": "Words to search for, e.g. 'speculative decoding' or 'sandbagging'."
}
},
"additionalProperties": false
}We read every tool's name, description and inputs the way the model will, looking for instructions hidden from you. A clean result means no warning signs, not a guarantee. Scanned Nov 8, 2026.