Best MCP servers for coding

Paid Acquisition Ads

Kata Team · Software Development

Decides what your ad data can actually support, and refuses the rest

Code Reviewer

Kata Team · Software Development

Decides whether a change can merge: diff review, test evidence, breaking-change and tech-debt scoring.

Design Engineer

Kata Team · Software Development

Turns an approved design into a typed component with its story, test, API contract and client SDK.

Infra Engineer

Kata Team · Software Development

Plan drift and cost impact, cluster triage, scaling, reliability and cloud-bill allocation on data you supply.

Security Reviewer

Kata Team · Software Development

Stops an infrastructure or dependency change that opens a hole.

Pipeline Engineer

Kata Team · Software Development

Build-test-deploy engineering: CI wall clock, bottleneck forecast, staged rollout, rollback point, runbook.

Quality Engineer

Kata Team · Software Development

Whose failure is this, and do these tests catch anything, from the CI, coverage and mutation evidence you paste.

Code Builder

Kata Team · Software Development

Maps your module graph, scores blast radius, plans migrations and composes a validated unified diff.

Requirement Analyst

Kata Team · Software Development

Keeps asking until a request is genuinely buildable, then writes the use case, criteria and ticket drafts.

Landing Page and CRO Agent

Kata Team · Software Development

Campaign brief to a publish-ready landing page with tracking, an A/B variant and an enforced consent gate.

Lifecycle Marketer

Kata Team · Software Development

Reads lifecycle email against the counts, not against a benchmark nobody can source

Marketing Attribution and ROI Reporter

Kata Team · Software Development

CAC, LTV and payback per channel with a budget shift — and the attribution model always stated, never assumed.

Feature Adoption Reporter

Kata Team · Software Development

Scores every shipped feature and tells a discovery problem apart from a value problem — before you sunset it.

Social Listening and Brand Mention Agent

Kata Team · Software Development

Scores brand chatter for crisis risk and ranks the posts worth replying to — by reach, not recency.

Backlink Prospecting and Outreach Agent

Kata Team · Software Development

Ranks backlink prospects with drafted outreach — and demotes the link farms instead of recommending them.

AR and Collections Agent

Kata Team · Software Development

Ages your receivables, scores collection risk and drafts reminders that match how late each account is.

SEO Strategist

Kata Team · Software Development

Ranks the queries you can actually win, and says which tool it did not need

Discovery Research Agent

Kata Team · Software Development

Turns your domain research into a sourced brief — and flags any claim without a source as critical.

Jira Team Velocity Forecaster

Kata Team · Software Development

Monte Carlo sprint velocity forecasting with P50/P80/P95 delivery dates

i18n and Localization Agent

Kata Team · Software Development

Extracts hardcoded strings into translation keys, builds locale files, and flags RTL overflow risk.

Datadog Anomaly RCA Agent

Kata Team · Software Development

Correlates Datadog metric anomalies with logs into a structured RCA, posted to Slack/PagerDuty

Competitor Marketing Watchdog

Kata Team · Software Development

Weekly diff of competitor ads, pricing, SERP and messaging — and it always tells you what it could not see.

Twilio SMS Delivery Health Monitor

Kata Team · Software Development

Monitors Twilio SMS delivery rates with Datadog metrics and Slack root-cause alerts

Lifecycle and Email Campaign Agent

Kata Team · Software Development

Designs the whole drip series — trigger, cadence, A/B subjects, exit rules — as a draft it can never send.

AI SEO / GEO Agent

Kata Team · Software Development

Scores your site for AI-search visibility and writes the robots.txt, llms.txt and JSON-LD to fix it.

Content Strategist

Kata Team · Software Development

Says what your own material supports — and refuses to write the rest

GEO Builder Agent

Kata Team · Software Development

Scores GEO compliance against a versioned ruleset and builds the fix PR — schema.org, llms.txt, canonicals.

Onboarding Funnel Optimizer

Kata Team · Software Development

Finds the exact step killing your activation rate and returns three ranked A/B tests to fix it.

Security Agent

Kata Team · Software Development

CVSS-scores your scanner output, triages the false positives, and explains how each real finding is exploited.

Beta Program Manager

Kata Team · Software Development

Runs your beta from candidate selection to a GA-readiness score — and never emails a customer itself.

Aso Skills

Kata Team · Software Development

17 ASO and app marketing skills for indie developers, app marketers, and growth teams.

Pricing and Packaging Analyst

Kata Team · Software Development

Models three packaging options against your real customers — who pays more, who pays less, net impact.

Ad Copy and Creative Variant Agent

Kata Team · Software Development

Platform-fitted ad variants weighted to your winning angles, with a policy scan before you submit.

Paid Campaign Optimizer

Kata Team · Software Development

Capped budget shifts, mined negative keywords and pause candidates — and it never guesses a missing ROAS.

Content Repurposing Agent

Kata Team · Software Development

One source piece into five channels — with tweet, slide and character counts that are actually computed.

PR and Press Release Agent

Kata Team · Software Development

Press release, ranked media list and a pitch per journalist — drafted, with the scoring formula published.

Jira Reporting Agent

Kata Team · Software Development

Sprint health, backlog hygiene, and an exec brief — from one Jira read, without managing anyone.

Design Brief Builder

Kata Team · Software Development

Reads the Figma file and writes the brief — including the states nobody designed.

Launch Kit Builder

Kata Team · Software Development

Positioning, messaging, FAQ, and a dated checklist — all from what actually shipped.

Report Usage & Deprecation

Kata Team · Software Development

Finds the reports nobody opens — and the ones everyone opens that quietly broke.

AI Visibility Tracker

Kata Team · Software Development

Asks the assistants your buyers ask, and reports what they say about you.

Code Review Agent

Kata Team · Software Development

Reviews a PR against your repo's own conventions, and stays quiet when there's nothing to say.

PRD Writer & Refiner

Kata Team · Software Development

Blank page to a complete PRD, or an existing PRD to a list of what it's missing.

PR Description & Release Notes Agent

Kata Team · Software Development

Turns a pull request diff into a real description, a semver call, and a release note.

Feature Flag Hygiene Agent

Kata Team · Software Development

Finds flags that outlived their release — and proposes the cleanup instead of doing it.

GitHub Connectivity Probe

Kata Team · Software Development

Tells you whether a failing doer agent has a network problem or a credential problem.

SEO Brief & Content Writer

Kata Team · Software Development

Finds the keyword gaps worth writing for, then drafts the article in your own voice.

Meeting to Action

Kata Team · Finance

Meeting to Action turns a meeting into finished follow-up across the tools you already use.