Servers by @mukundakatta

Structured-output enforcer: extract and validate JSON from messy LLM text.

IANA timezone conversions with real DST rules.

Validate tool-call args before execution. Returns LLM-friendly retry hints.

Token-budget-aware text handling: count, truncate, and chunk for LLM prompts.

Run JMESPath queries against JSON. Pure JS, no native binary needed.

Safe shell argument escaping for bash, cmd.exe, and PowerShell.

Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.

Snapshot tests for AI tool-call traces: diff, validate, and catch silent regressions.

Reliable CSV parsing + generation. Handles quotes, embedded commas, BOMs, CRLF.

Parse partial / truncated / messy JSON for LLM tool calls and structured outputs.

Convert HTML to Markdown or strip to plain text. For web-scraping agents.

Trustworthy JS regex testing. Real offsets, named groups, safe against zero-width loops.

Token-aware message truncation: fit a chat history into your model's context budget.

Network-egress firewall for agent tools: check URLs against a declarative policy.

Parse JSON5 (comments, trailing commas, unquoted keys) and emit strict JSON.

Character-precise unified diff + patch application + patch parsing.

Deterministic SQL formatting across 19 dialects (postgres, mysql, snowflake, bigquery, etc.).

Inject, parse, and strip [N] citation markers in RAG outputs.

MCP server: decode JWT to inspect header and claims (no verification).

Parse, format, and convert configs across TOML, YAML, and JSON.

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