Summary
This server sits between your AI tools and DevSpeak's translation engine to convert informal technical descriptions into formal specifications. It exposes operations that take natural language requirements or architecture notes and turn them into structured technical documents with consistent terminology and format. Reach for it when you're working in Claude or another AI IDE and need to transform rough technical thoughts into polished specs without context switching. The streamable HTTP transport means it works across different environments, not just local setups. Essentially bridges the gap between how developers talk about systems and how those systems need to be documented.
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Tools
Public tool metadata for what this MCP can expose to an agent.
7 tools
translate_textTranslates and optimizes informal text into formal, audience-specific technical specifications.6 params
Translates and optimizes informal text into formal, audience-specific technical specifications.
Parameters* required
tonenumberTone (0=Concise, 100=Detailed)
inputstringInput text (min 10 chars)
formatstringOutput formatone of
Technical Spec · Jira Tickets · API Design · RFC · Data Model · PromptcontextstringTech contextone of
Backend · Frontend · Mobile · Data/ML · DevOpsaudiencestringTarget audienceone of
Junior Dev · Senior Dev · Tech Lead · SRE · Data EngineercustomInstructionsstringOptional custom instructions
translate_markdownTranslates README and docs content while preserving Markdown structure, links, and code fences.6 params
Translates README and docs content while preserving Markdown structure, links, and code fences.
Parameters* required
tonenumberTone (0=Concise, 100=Detailed)
inputstringInput text (min 10 chars)
formatstringOutput formatone of
Technical Spec · Jira Tickets · API Design · RFC · Data Model · PromptcontextstringTech contextone of
Backend · Frontend · Mobile · Data/ML · DevOpsaudiencestringTarget audienceone of
Junior Dev · Senior Dev · Tech Lead · SRE · Data EngineercustomInstructionsstringOptional custom instructions
refine_translationIteratively refines generated output based on user feedback.8 params
Iteratively refines generated output based on user feedback.
Parameters* required
tonenumberTone (0-100)
formatstringOutput formatone of
Technical Spec · Jira Tickets · API Design · RFC · Data Model · PromptcontextstringTech contextone of
Backend · Frontend · Mobile · Data/ML · DevOpsaudiencestringTarget audienceone of
Junior Dev · Senior Dev · Tech Lead · SRE · Data EngineerfeedbackstringUser feedback / changes requested
originalInputstringOriginal user input
previousOutputstringPrevious generated output
preserveMarkdownbooleanPreserve Markdown structure
detect_languageDetects the primary natural language of the input text.1 params
Detects the primary natural language of the input text.
Parameters* required
inputstringText to analyze
list_languagesReturns a list of supported natural languages.
Returns a list of supported natural languages.
No parameter schema in public metadata yet.
auth_confirmVerifies the current API credentials against the DevSpeak backend.
Verifies the current API credentials against the DevSpeak backend.
No parameter schema in public metadata yet.
patch_translation_noteSurgically updates a note in the DevSpeak Notes Workspace by applying replace operations.2 params
Surgically updates a note in the DevSpeak Notes Workspace by applying replace operations.
Parameters* required
opsarrayList of patch operations to apply
noteIdstringThe ID of the note to update
Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →Configuration
DEVSPEAK_API_KEY*secretDevSpeak API key. Generate one from Settings → API Keys in the DevSpeak dashboard.
DEVSPEAK_API_URLOptional DevSpeak API base URL override. Leave unset to use https://www.devspeak.dev.
Categories
Registryactive
Package@devspeak/mcp
TransportSTDIO, HTTP
AuthRequired
UpdatedApr 27, 2026
