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Subhadip Mitra: essays, research and projects

Server Details

Read-only search and full text of Subhadip Mitra's essays, papers, projects and measured results.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.6/5.0

Scored across 7 tools

Disambiguation5/5

Each tool maps to a distinct resource and action: get_post for a single essay's full text, list_posts for browsing essays, list_projects/list_publications/list_results for three clearly separated content types, get_site_overview for orientation, and search for cross-cutting lookup. The only near-neighbor pair (list_posts vs. search) is separated by filtering versus keyword matching, and the descriptions make that explicit.

Naming Consistency4/5

Six of seven tools follow a clean verb_noun pattern (get_post, get_site_overview, list_posts, list_projects, list_publications, list_results). The lone 'search' drops the noun, a minor deviation that is still unambiguous.

Tool Count5/5

Seven tools is well-scoped for a personal site with four content types (essays, projects, publications, results) plus overview and search. Each tool covers a real surface and no redundant pair exists.

Completeness4/5

Read access is fully covered: browse, search, site overview, and full-text retrieval for posts, while project/publication/result listings already carry descriptions, links, abstracts and qualifiers. The only gap is that there is no way to fetch a single project, publication or result in richer detail beyond what its list entry returns, but this is a minor limitation for a read-only content server.

Available Tools

7 tools
get_postRead an essayB
Read-onlyIdempotent
Inspect

Full text of one essay as markdown. Interactive figures are omitted; the surrounding text is kept.

Inputs: post (required), max_chars.

get_site_overviewSite overviewA
Read-onlyIdempotent
Inspect

Who Subhadip Mitra is and what the site covers: role, research areas, and the main essays, publications and projects, with links.

Inputs: no named parameters.

list_postsList essaysA
Read-onlyIdempotent
Inspect

List essays, newest first, optionally filtered by tag or year. Older off-focus posts are excluded unless include_archived is true.

Inputs: tag, year, limit, offset, +1 more.

list_projectsList open-source projectsC
Read-onlyIdempotent
Inspect

Open-source projects with description, status, highlights, tech and links.

Inputs: category.

list_publicationsList publicationsA
Read-onlyIdempotent
Inspect

Papers, preprints, technical disclosures, the thesis and the whitepaper, newest first, with venue, links and abstract.

Inputs: type, year_from.

list_resultsList measured resultsB
Read-onlyIdempotent
Inspect

Measured results with their qualifiers (hardware, workload, models) and links to the post, paper or code that reproduces them.

Inputs: area.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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