Browse MCP servers

io.github.mukundakatta/promptbudget-mcp

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

io.github.mukundakatta/html-to-markdown-mcp

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

io.github.mukundakatta/timezone-mcp

IANA timezone conversions with real DST rules.

io.github.mukundakatta/toml-yaml-json-mcp

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

io.github.mukundakatta/json5-mcp

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

io.github.mukundakatta/shellquote-mcp

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

io.github.mukundakatta/sqlfmt-mcp

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

io.github.mukundakatta/diff-mcp

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

io.github.mukundakatta/jmespath-mcp

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

io.github.mukundakatta/regex-test-mcp

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

io.github.mukundakatta/csv-tools-mcp

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

io.github.mukundakatta/ragdrift-mcp

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

io.github.mukundakatta/ragmetric-mcp

RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.

io.github.mukundakatta/citecite-mcp

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

io.github.mukundakatta/agentcast

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

io.github.mukundakatta/agentvet

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

io.github.mukundakatta/agentsnap

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

io.github.mukundakatta/agentguard

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

io.github.mukundakatta/agentfit

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

io.github.mukundakatta/streamparse

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