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Independent measurements of remote MCP servers. Every observation has a timestamp.

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Publisher portfolio

MukundaKatta

Explore the MCP servers published by MukundaKatta, with independent connection checks, performance measurements, and setup instructions for each project.

Listed servers
20

Active projects in this portfolio. Deleted and deprecated registry rows are excluded.

Sampled servers
0

Active servers with a recorded connection probe

Latest probe connected
0

Latest stored probe connected. This is not a live guarantee.

Repositories
7

Distinct source repositories linked by the active listings

Portfolio overview

MCP servers

Compare connection status and measurements. Open a server for its tools, check results, and client configuration.

Dated server measurements. The status describes the last probe or a listed authentication requirement. Checks that have not been measured are not failures. Open a server to inspect the evidence.
Server / capabilityLast probeMedian latencyChecks passedLast checked
io.github.MukundaKatta/agentcast

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/agentsnap

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/agentguard

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/agentvet

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/citecite-mcp

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/diff-mcp

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/html-to-markdown-mcp

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

Developer ToolsBrowser & web scraping

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/json5-mcp

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/sqlfmt-mcp

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

Developer ToolsDatabase

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/streamparse

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/toml-yaml-json-mcp

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/promptbudget-mcp

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/shellquote-mcp

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/agentfit

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/jmespath-mcp

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/ragdrift-mcp

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/ragmetric-mcp

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/regex-test-mcp

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet
io.github.MukundaKatta/csv-tools-mcp

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

Developer ToolsCode & DevOps

Not measuredNot measured3 / 6Not checked yet

Company & identity

About MukundaKatta

MukundaKatta publishes MCP servers under the io.github.MukundaKatta namespace. This namespace is associated with a GitHub login in the MCP Registry.

Namespace verification connects the publisher to its registry identity. It does not certify the security of individual servers.

Source repositories