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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one prompt install →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
audiencestringTarget audienceone of
Junior Dev · Senior Dev · Tech Lead · SRE · Data EngineercontextstringTech contextone of
Backend · Frontend · Mobile · Data/ML · DevOpscustomInstructionsstringOptional custom instructions
formatstringOutput formatone of
Technical Spec · Jira Tickets · API Design · RFC · Data Model · PromptinputstringInput text (min 10 chars)
tonenumberTone (0=Concise, 100=Detailed)
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
audiencestringTarget audienceone of
Junior Dev · Senior Dev · Tech Lead · SRE · Data EngineercontextstringTech contextone of
Backend · Frontend · Mobile · Data/ML · DevOpscustomInstructionsstringOptional custom instructions
formatstringOutput formatone of
Technical Spec · Jira Tickets · API Design · RFC · Data Model · PromptinputstringInput text (min 10 chars)
tonenumberTone (0=Concise, 100=Detailed)
refine_translationIteratively refines generated output based on user feedback.8 params
Iteratively refines generated output based on user feedback.
Parameters* required
audiencestringTarget audienceone of
Junior Dev · Senior Dev · Tech Lead · SRE · Data EngineercontextstringTech contextone of
Backend · Frontend · Mobile · Data/ML · DevOpsfeedbackstringUser feedback / changes requested
formatstringOutput formatone of
Technical Spec · Jira Tickets · API Design · RFC · Data Model · PromptoriginalInputstringOriginal user input
preserveMarkdownbooleanPreserve Markdown structure
previousOutputstringPrevious generated output
tonenumberTone (0-100)
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
noteIdstringThe ID of the note to update
opsarrayList of patch operations to apply
Featured
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →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
