Servers by @mukundakatta

MCP server: generate numeric ranges (Python-style: start, stop, step).

MCP server: structured-output enforcer. Extract JSON from messy LLM output, validate against a shape spec, and produce retry feedback when

MCP server for agentfit: token-aware message truncation. Fit a chat history into the model's context budget with drop-oldest, drop-middle

MCP server: parse and roll dice-notation expressions (1d20+5, 4d6, 2d10*3).

MCP server: snapshot tests for tool-call traces. Capture, normalize, and diff agent tool-use traces to catch silent regressions. Wraps

MCP server for agentvet: validate LLM-generated tool-call args before execution. Returns a typed error with an LLM-friendly retry hint when

MCP server: convert numbers between binary, octal, decimal, hex, and arbitrary bases (2-36).

MCP server: hash and verify passwords with bcrypt — adjustable cost factor.

MCP server: parse and format byte sizes — 1024 ↔ '1 KB', '1.5 MB' ↔ 1572864.

MCP server: convert strings between camelCase, snake_case, kebab-case, PascalCase, and more.

MCP server: counts for text — lines, words, characters, code points, paragraphs.

MCP server: parse a cron expression and preview the next N run times.

MCP server: haversine distance between two lat/lon coordinates.

MCP server: parse and serialize .env files. Handles quotes, comments, multiline.

MCP server: embedding pipeline ops + drift detection for production RAG. Assert query encoder matches index manifest; compute retriever

MCP server: escape strings for safe use inside regex, shell, SQL, JSON, or HTML.

MCP server: validate, format, and split IBAN bank account numbers.

MCP server: parse and stringify JSON5 — relaxed JSON with comments and trailing commas.

MCP server: query a JSON value with JSONPath ($.foo.bar[*]).

MCP server: convert Japanese between romaji, hiragana, and katakana.

MCP server: look up SPDX license identifiers, names, and OSI status.