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Explore by use, narrow your options, then check the server before configuring your assistant.

Uses & filters

Test & debug

104 results

pipehero

io.github.pipehero

Debug webhooks from your AI agent: inspect and replay captured webhooks on localhost.

Test & debugAuthentication not declared
Publisher details & categorization

https://mcp.pipehero.app/mcp

io.github.pipehero/pipehero

Debug webhooks from your AI agent: inspect and replay captured webhooks on localhost.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : debug

Semilattice - audience prediction

io.github.semilattice-research

Semilattice lets agents make predictions about audiences for content testing and decision making.

Test & debugAuthentication not declared
Publisher details & categorization

https://mcp.semilattice.ai/

io.github.semilattice-research/mcp

Semilattice lets agents make predictions about audiences for content testing and decision making.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : testing

browser-devtools-mcp

io.github.serkan-ozal

Playwright browser & Node.js MCP. ARIA refs, screenshots, ref-based interactions.

Test & debugAuthentication not declaredAddress to complete
Publisher details & categorization

https://{your_mcp_server_host}/mcp

io.github.serkan-ozal/browser-devtools-mcp

Playwright browser & Node.js MCP. ARIA refs, screenshots, ref-based interactions.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : playwright

Complete the address in your assistant.

Skyvern

io.github.Skyvern-AI

AI-powered browser automation — navigate, click, fill forms, and extract data from any website.

Test & debugAuthentication declared
Publisher details & categorization

https://api.skyvern.com/mcp/

io.github.Skyvern-AI/skyvern

AI-powered browser automation — navigate, click, fill forms, and extract data from any website.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : browser automation

TheySaid

io.github.TheySaid-Platform

Customer research analysis and AI usability testing on any website or design.

Test & debugAuthentication not declared
Publisher details & categorization

https://ai.theysaid.io/api/mcp

io.github.TheySaid-Platform/theysaid

Customer research analysis and AI usability testing on any website or design.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : testing

ShipCheck

io.github.wtaylorwilson

Independent preview-URL QA for coding agents. Playwright heuristics, pass/fail pack.

Test & debugBuild applicationsAuthentication not declared
Publisher details & categorization

https://realtor-all-enclosed-altered.trycloudflare.com/mcp

io.github.wtaylorwilson/shipcheck

Independent preview-URL QA for coding agents. Playwright heuristics, pass/fail pack.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : coding, playwright

Honeybadger

io.honeybadger

Debug errors, query logs, create alarms, and monitor cron jobs from your agent

Test & debugAuthentication not declaredAddress to complete
Publisher details & categorization

https://{host}.honeybadger.io/mcp

io.honeybadger/mcp

Debug errors, query logs, create alarms, and monitor cron jobs from your agent

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : debug

Complete the address in your assistant.

Shipbook

io.shipbook

Debug production issues using Shipbook logs and Loglytics error insights.

Test & debugAuthentication not declared
Publisher details & categorization

https://api.shipbook.io/mcp

io.shipbook/mcp

Debug production issues using Shipbook logs and Loglytics error insights.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : debug

resilienceoracle

io.tooloracle

ResilienceOracle - 10 operational resilience tools: BIA, RTO/RPO, scenario testing.

Test & debugAuthentication not declared
Publisher details & categorization

https://tooloracle.io/resilience/mcp/

io.tooloracle/resilienceoracle

ResilienceOracle - 10 operational resilience tools: BIA, RTO/RPO, scenario testing.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : testing

Svix MCP by usefulapi

io.usefulapi

Send and debug webhooks — applications, endpoints, messages, delivery attempts and replays.

Test & debugAuthentication not declared
Publisher details & categorization

https://svix.usefulapi.io/mcp

io.usefulapi/svix

Send and debug webhooks — applications, endpoints, messages, delivery attempts and replays.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : debug

QA Test Server

live.alpic.qa-test-cli-b955e6a8

Testing publish command

Test & debugAuthentication not declared
Publisher details & categorization

https://qa-test-cli-b955e6a8.alpic.live/

live.alpic.qa-test-cli-b955e6a8/qa-test-cli

Testing publish command

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : testing

laboratory.love

love.laboratory

Lab results for phthalates and bisphenols in consumer products, plus crowdfunded testing.

Test & debugAuthentication not declared
Publisher details & categorization

https://www.laboratory.love/mcp

love.laboratory/laboratory-love

Lab results for phthalates and bisphenols in consumer products, plus crowdfunded testing.

Suggested from the publisher's metadata; capabilities have not been tested.

Matching terms : testing

Guided comparisons: web, documentation, PDFs, signatures
How are uses assigned?

Every catalog entry is analyzed on import and update. Uses are inferred from names and publisher descriptions, not a certification. Several uses may apply. Insufficient descriptions stay in ‘To clarify’. Authentication not declared does not mean free or unauthenticated access.

16,544 entries with a suggested use · 14,139 to clarify. Taxonomy 2026-09-30.1.

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