Context Studios · Berlin · Model Context Protocol
The MCP server behind contextstudios.ai. Agents read company facts, guides, glossary and comparisons without a key, and with a key they run the whole content, CRM and bookkeeping stack.
Overview
Endpoints
Both endpoints speak JSON-RPC 2.0 over Streamable HTTP and hold no session state, so any request can land on any instance.
POST https://mcp.contextstudios.ai/api/public/mcp
request_consultation is the only write: rate-limited, with a honeypotsearch + fetch in the OpenAI deep-research shape for ChatGPT connectorsPOST https://mcp.contextstudios.ai/api
readOnlyHint, destructiveHint and openWorldHint annotationsX-API-Key header, or Authorization: Bearer from OAuth 2.1 (PKCE S256)POST /api/registerconfirm: truePublic surface
Enough for any assistant to answer “What does Context Studios do?”, explain an AI term, compare two tools or estimate a project, and to hand over a consultation request.
get_company_infoRetrieve comprehensive information about Context Studios including company overview, tech stack, differentiators, legal info, and contact details.get_servicesList all 11 services offered by Context Studios.get_pricing_modelHow Context Studios prices projects: fixed-price workshop entry from €1,500 (Light Discovery, Strategy Day, Prototyping Sprint), then scoped project pricing with a 48-hour proposal.get_blog_postsSearch and retrieve published blog posts.search_blog_knowledgeDeep full-text search through the entire blog knowledge base.search_contentUniversal search across all public content.ai_project_estimatorInteractive AI project effort estimator (S/M/L/XL, no prices).blog_explorerInteractive blog browsing interface.list_guidesList public guides.get_guideGet a specific guide.search_guidesSearch public guides.list_location_pagesList public location and bundesland pages.get_location_pageGet specific location page.search_location_pagesSearch public location and bundesland pages.get_comparisonRetrieve a detailed comparison between two AI tools.list_comparisonsList all available comparisons.search_comparisonsSearch comparisons by keyword.get_glossary_termGet a detailed explanation of an AI term.search_glossarySearch the AI glossary by keyword or category.list_glossary_categoriesList all 10 glossary categories.get_featured_glossary_termsGet a curated list of featured AI terms.get_related_glossary_termsGet terms that are related to a specific glossary term.get_glossary_by_tech_stackFilter glossary terms by technology provider or stack.get_pageGet a specific CMS page by slug and locale.search_pagesFull-text search across all published CMS pages.get_faqGet frequently asked questions (site, or a specific service/industry).list_industriesList the industries Context Studios serves.get_industryGet an industry's full profile: TL;DR, entity definition, pain points, FAQ.list_rolesList the buyer/user roles Context Studios addresses.get_roleGet a role's full profile.list_use_casesList the software use cases Context Studios builds.get_use_caseGet a use case's full profile.list_company_typesList the company-size segments Context Studios serves.get_company_typeGet a company-size segment's full profile.get_workshopsGet the three fixed-price entry workshops, booking link, and pricing statement.request_consultationRequest a free consultation with Context Studios.searchSearch all public Context Studios content (blog, guides, glossary, AI comparisons).fetchFetch a document by ID, or by a full contextstudios.ai URL/path — resolved to its Markdown twin.company://profileStable company facts: services, stack, contact.pricing://overviewHow pricing works: workshop entry from €1,500, project prices after scoping. And service packages.mcp://public-toolsThe public catalog, derived from the live tool list.estimate_ai_projectGuides an agent from a project description to an estimate.ask_context_studiosAnswers questions about the company with the right public tools.compare_ai_toolsRoutes an “A vs B” question to the comparison tools.Tool catalog
Every tool on the authenticated endpoint, grouped by job. Don’t know the name? Call search_tools with a keyword first.
Posts in DE, EN, FR, IT: write, translate, schedule, publish, verify live.
create_blog_postCreate a new blog post with full metadata, SEO tags, and multilingual support.Writeupdate_blog_postUpdate any aspect of an existing blog post including content, metadata, or SEO properties.Writepublish_blog_postPublish a draft blog post, making it live on the website.Destructivetranslate_blog_postAI-powered translation of a blog post using Claude.Writesave_blog_translationsWrites EMBEDDED full-text translations into the source post document (legacy model) — it does NOT link standalone posts.Writeschedule_blog_postSchedule a draft to go live at a future time.Writewrite_blog_contentAI-generate full blog post content from an outline.Writelist_blog_postsList blog posts with optional filters.Readget_blog_postGet a single blog post by its slug.Readunpublish_blog_postTake a published blog post offline.Destructivedelete_blog_postPermanently delete a blog post.Destructiverestore_blog_postSet a post back to draft status.Writeduplicate_blog_postCreate a copy of an existing blog post.Writeget_draft_postsList all draft posts.Readget_draft_preview_urlGenerate a preview URL for a draft.Readvalidate_blog_postChecks the two hero image fields only (featuredImageUrl, featuredImageMobileUrl) — NOT slug, meta description or content.Readbulk_update_postsUpdate multiple posts at once.Writecheck_translation_statusAudit translation completeness across the blog.Readdelete_blog_translationsRemove embedded translations from a post.Destructivesync_translationsCross-link standalone posts that share the same slugs but different locales.Writecompare_translationsCompare a post with its translations for length parity and content completeness.Readverify_blog_post_liveProves an article is actually live, not just written.Readblog_slug_redirectsList or remove 301 rules for renamed blog slugs (blogSlugRedirects).Writeget_blog_analyticsGet analytics and statistics for blog posts including word counts, publishing frequency, and content metrics.Readcompare_postsCompare two blog posts side-by-side for metrics, SEO, and content analysis.Readget_publishing_historyView recent publishing activity across blog and social media.Readdiagnose_publish_failureDebug why a post might have failed to publish.ReadCampaigns and end-to-end research → write → SEO → social pipelines, plus content stats.
create_campaignCreate a new content marketing campaign in Convex.Writelist_campaignsList all content campaigns from Convex.Readget_campaign_statusGet detailed status and analytics for a campaign.Readupdate_campaignUpdate campaign metadata or topic.Writerun_pipelineGet execution status of a content pipeline campaign.Writerun_researchRun the research step of the content pipeline.Writerun_pipeline_fullExecute complete content pipeline: research → outline → blog draft.Writeget_post_analyticsGet detailed traffic and engagement metrics for a specific post.Readget_content_statsGlobal content metrics: total posts, published vs draft, locale distribution, recent activity.ReadWeb research (Tavily), news, trends, knowledge base and content-gap analysis.
search_webPerform AI-powered web search using Tavily with intelligent answer summarization and source extraction.Readresearch_topicComprehensive topic research combining multiple sources with configurable depth.Readget_latest_newsGet the latest news articles on any topic with recency-focused results.Readget_latest_infoDeep research combining Tavily web search with Gemini AI analysis for comprehensive, current information.Readsearch_knowledge_baseSearch Context Studios' internal blog content and knowledge base.Readsuggest_topicsAI-generated blog topic suggestions based on trends, gaps, and audience interests.Readget_trending_topicsGet currently trending topics in AI and technology.Readanalyze_content_gapsIdentify content gaps in the existing blog by analyzing coverage vs.ReadKeywords, meta tags, internal links, SEO scores and Google Search Console submission.
generate_keywordsGenerate primary, secondary, and long-tail keywords for any topic.Writegenerate_meta_tagsGenerate optimized SEO meta title and description.Writegenerate_outlineGenerate SEO-optimized blog post outlines.Writesuggest_internal_linksAI suggests relevant internal linking opportunities.Readinject_internal_linksAutomatically insert internal links into Markdown content.Writeanalyze_seo_scoreComprehensive SEO analysis with score and recommendations using AI.Readcheck_seo_healthBulk SEO analysis across all published blog posts.Readsubmit_to_gscSubmit a URL to Google Search Console Indexing API.Writecheck_gsc_index_statusCheck current indexing status in GSC.Readbulk_submit_to_gscBatch submit multiple URLs to Google Indexing API.Writebatch_index_location_pagesBatch submit all city location pages.Writebatch_index_bundesland_pagesBatch submit all Bundesland pages.Writeoptimize_seoRun SEO optimization on a blog post.WriteAnswer Engine Optimization: brand visibility across ChatGPT, Gemini and Perplexity.
audit_aeo_visibilityAudit brand visibility across AI assistants (ChatGPT, Gemini, Perplexity).Readtrack_aeo_historyView visibility trends over time.Readget_aeo_reportComprehensive report: mention rates per provider, best/worst queries, top competitors, actionable recommendations.Readget_aeo_telemetryReport which AI agents (OpenAI, Anthropic, Perplexity, …) call the public MCP API: calls per agent, top tools, top agent+tool pairs, and top search queries.ReadPosts for X, LinkedIn, Threads, Bluesky, Mastodon, Facebook and Instagram.
create_social_postAI-generate platform-optimized social media content from source material.Writepublish_to_socialPublish to multiple social platforms simultaneously via Typefully integration.Destructiveschedule_socialSchedule social media posts for future publishing at optimal times.Writepublish_to_facebookPublish directly to Facebook Page via Meta Graph API.Destructivepublish_to_instagramPublish to Instagram business account via Meta API.Destructiveget_social_statusGet the status of published or scheduled social media posts via Typefully.Readlist_social_setsList all Typefully social sets (accounts) available for publishing.Readadapt_socialGenerate social media posts from a blog post for multiple platforms.Writeverify_blog_published_on_socialConfirm a blog slug actually appeared on Facebook and Instagram by counting needle matches in recent page/media posts.ReadMeta Graph API: posts, comments, insights and moderation.
get_facebook_postsList recent posts from your Facebook Page with IDs, content, images, and metadata.Readget_facebook_postGet details of a single Facebook post by its ID including message, image, and creation time.Readdelete_facebook_postPermanently delete a Facebook Page post.Destructiveupdate_facebook_postUpdate the message/content of an existing Facebook post.Writeget_facebook_post_insightsGet analytics for a specific Facebook post including impressions, reach, engagement, clicks, and reactions.Readget_facebook_page_insightsGet page-level analytics including impressions, reach, engagement, and follower count over a time period.Readget_instagram_mediaList recent posts from your Instagram Business account with IDs, captions, media types, and engagement metrics.Readget_instagram_insightsGet analytics for a specific Instagram post including impressions, reach, engagement, and saves.Readget_instagram_commentsList comments on an Instagram post with usernames, text, and timestamps.Readdelete_instagram_commentDelete a comment from an Instagram post.Destructivereply_to_instagram_commentReply to a comment on an Instagram post.Writetoggle_instagram_commentsEnable or disable comments on an Instagram post.WriteComment logging, rule checks, draft analysis and engagement patterns.
reddit_log_commentLog a posted Reddit comment with automatic style analysis.Writereddit_update_scoresBatch update karma scores and reply counts for tracked Reddit comments.Writereddit_get_rulesGet active engagement rules sorted by confidence.Readreddit_analyze_draftPre-post quality check for Reddit comments.Writereddit_daily_snapshotStore daily account-level metrics for Reddit.Writereddit_pattern_analysisAnalyze last 14 days of comments to discover new patterns.WriteHero, blog and social images, screenshots and image analysis for text-only agents.
generate_hero_imageGenerate content-focused hero images using Gemini.Writegenerate_blog_imageGenerate blog hero images at 2K.Writegenerate_social_imageGenerate platform-optimized images with correct dimensions for each social network.Writeupload_image_to_storageUpload base64 image data to Convex storage.Writelist_image_stylesList all available image generation styles.Readget_image_historyList blog posts with their featured images.Readgenerate_imageGenerate any image from a text prompt.Writetake_screenshotCapture a high-quality retina screenshot of any website.Writegenerate_hero_from_templateGenerate a branded hero image in the infographic design language (visual-design-systems.md): crafted SVG background motif (flow/editorial/spotlight/split/bento, …Writegenerate_image_openrouterGenerate images via OpenRouter (default model: qwen/qwen-image-3-pro).Writeanalyze_imageAnswer a question about an image (URL) using a vision model via OpenRouter.ReadCarousels, infographics, GIF animations, PDFs and mockups, plus visual analysis.
visual_studioVisual analysis AND creation for agents WITHOUT vision.Writeblog_to_carouselBridges a blogpost (the most expensive asset) directly to a validated LinkedIn carousel draft — no more hand-retyping slides from a post into create_carousel.WriteScripts, scenes, speech, lip sync, avatars, captions and post-production.
blog_to_shortFull blog-to-video-short pipeline.Writegenerate_video_scriptGenerate a viral-formula video script from a topic or blog content.Writegenerate_scene_promptsBreak a video script into scene-by-scene visual prompts for Veo 3.1.Writegenerate_video_sceneGenerate a video scene using Google Veo 3.1.Writecheck_video_generationPoll the status of a Veo 3.1 video generation.Writegenerate_speechGenerate natural speech audio using ElevenLabs TTS (with-timestamps endpoint).Writelipsync_videoSync lip movements in a video using Sync Labs.Writetranscribe_audioTranscribe audio files using OpenAI Whisper.Writesummarize_contentAI-powered content summarization concisely.Writerepurpose_contentTransform content for different platforms (e.g.Writelist_voicesList ElevenLabs voices.Writecheck_lipsyncCheck status of a lip sync job.Writecheck_video_statusCheck HeyGen video generation status.Readcheck_video_creditsCheck remaining HeyGen video generation credits.Readcheck_tts_usageCheck ElevenLabs subscription info and remaining character quota.Readcreate_avatar_videoCreate a talking-head avatar video using HeyGen.Writelist_avatarsList available HeyGen avatars (talking head presenters) with IDs, names, and preview images.Readget_lipsync_costEstimate the cost of a lip sync job before running it.Readextend_video_sceneExtend an existing Veo 3.1 video by ~7 seconds.Writegenerate_captions_srtGenerate estimated SRT captions from script text.Readpost_produce_videoGenerate a complete ffmpeg post-production script for video shorts.ReadA-vs-B comparisons and glossary terms: CRUD, verified comparisons, AI generation.
create_comparisonCreate a new A vs B technology comparison.Writeupdate_comparisonUpdate an existing comparison.Writedelete_comparisonPermanently remove a comparison by ID or slug.Destructivelist_comparisonsList all available comparisons.Readget_comparisonRetrieve a detailed comparison.Readcreate_glossary_termCreate a new AI glossary term.Writeupdate_glossary_termUpdate an existing glossary term.Writedelete_glossary_termPermanently remove a glossary term by ID or slug.Destructivelist_glossary_termsList glossary terms.Readget_glossary_termGet a detailed explanation of an AI term.Readsearch_glossarySearch the AI glossary.Readunpublish_comparisonTake a comparison offline (status back to draft, content is kept) and revalidate its pages.Writeunpublish_glossary_termTake a glossary term offline (status back to draft, content is kept) and revalidate its pages.Writeget_verified_comparisonRetrieve a verified evidence-backed comparison by slug and locale.Readcreate_verified_comparisonWrite a new evidence-backed comparison to Convex (status=draft).Writepublish_verified_comparisonPublish a draft verified comparison.Writerollback_verified_comparisonArchive a verified comparison, rolling back a publish or draft.Destructivegenerate_comparisons_from_contentAI analyzes blog post or article content and generates structured A vs B comparisons.Writesuggest_comparisons_from_blogSuggest comparison topics based on existing blog content.Writegenerate_glossary_from_contentAI extracts key AI/tech terms with definitions from content for glossary expansion.Writesuggest_glossary_from_blogSuggest new glossary terms from blog content.Writeenrich_glossary_termAI enriches an existing glossary term with related terms, tech stack associations, and use cases.WriteWrite access to the technical guides on contextstudios.ai/guides.
create_guideCreate or replace a guide (en/de).Writeupdate_guideReplace an existing guide's content (full Guide object in data).Writepublish_guidePublish a guide (status → published) and revalidate its pages.Writeunpublish_guideTake a guide offline (status → draft; content is kept) and revalidate its pages.Destructivedelete_guidePermanently delete one guide locale row and revalidate its pages.DestructiveSEO landing pages: create, validate, publish, unpublish.
get_landing_pageGet a single landing page by slug and locale.Readlist_landing_pagesList all published landing pages.Readcreate_landing_pageCreate a new landing page with meta data, sections, and optional structured data.Writeupdate_landing_pageUpdate an existing landing page's meta data, sections, or structured data.Writepublish_landing_pageSet a landing page's status to published, making it live on the site.Destructiveunpublish_landing_pageSet a published landing page back to draft.Destructivedelete_landing_pageArchive a landing page (soft delete).Destructivevalidate_landing_pageValidate SEO/GEO requirements for a landing page.Readgenerate_landing_page_contentGenerate a content template/structure for a landing page keyword.WriteMarketing pages and their sections: edit, translate, diff, validate, sitemap.
list_cms_pagesList CMS pages with filters.Readget_cms_pageGet a full CMS page by slug and locale.Readcreate_cms_pageCreate a new CMS page.Writeupdate_cms_pageUpdate a CMS page's data.Writedelete_cms_pageArchive a CMS page.Destructiveduplicate_cms_pageClone a CMS page to another locale.Writeupdate_cms_sectionUpdate a single section within a CMS page.Writeadd_cms_sectionAdd a new section to a CMS page.Writeremove_cms_sectionRemove a section from a CMS page.Writereorder_cms_sectionsReorder sections within a CMS page.Writetranslate_cms_pageAuto-translate a CMS page.Writesearch_cms_pagesFull-text search across CMS pages.Readvalidate_cms_pageCheck a CMS page for SEO completeness.Readdiff_cms_pageCompare a CMS page across two locales.Readpreview_cms_pageGenerate a preview URL.Readget_cms_statsOverview statistics: page counts.Readgenerate_cms_sitemapGenerate sitemap entries for all published CMS pages.Readbulk_create_cms_pagesCreate multiple CMS pages at once.Writebulk_update_cms_metaMass-update SEO metadata.WriteOutreach leads, campaigns and pipeline runs.
create_leadCreate a new lead in the outreach CRM.Writeupdate_leadUpdate lead information.Writelist_leadsList all leads with filters.Readsearch_leadsSearch leads by keyword.Readupdate_lead_statusUpdate lead pipeline status.Writeadd_lead_noteAdd a note to a lead.Writeget_outreach_statsGet outreach performance and pipeline stats.Readdelete_leadDelete a lead.Destructivecreate_campaign_outreachCreate an outreach campaign.Writelist_campaigns_outreachList all outreach campaigns.Readget_campaign_status_outreachGet outreach campaign status and metrics.Readrun_pipeline_outreachExecute an outreach campaign pipeline action.WriteLeads, clients, offers, invoices, guided wizards and the deal pipeline.
crm_health_checkProbe the Convex backend to verify CRM/NDA/wizard tools are reachable.Readcrm_list_leadsList CRM leads with filters.Readcrm_get_leadGet lead details and activities history.Readcrm_get_lead_statsPipeline overview for leads.Readcrm_list_clientsList clients or vendors with status or search term.Readcrm_get_clientGet details of a specific client.Readcrm_list_offersFilter offers by client, lead, or status.Readcrm_get_offerGet details and version history of an offer.Readcrm_get_offer_statsOffer pipeline statistics.Readcrm_list_offer_templatesList title and item templates for offers.Readcrm_list_offer_clausesList reusable bilingual prose clauses for Workshop/Project offer sections.Readcrm_export_offer_pdfGenerate professional offer PDF.Readcrm_export_invoice_pdfGenerate professional invoice PDF.Readcrm_list_invoicesList invoices with filters.Readcrm_get_invoiceGet details of a specific invoice.Readcrm_get_offer_wizard_statusReturn the current WizardEnvelope for an open offer session: sessionId, type, status, currentStep, and completeness.Readcrm_preview_offer_wizardReturn a WizardEnvelope with a propsSummary snapshot of the offer session (counterparty, line items, totals, sections) without generating a PDF.Readcrm_list_offer_wizard_sessionsList open (or submitted/discarded) offer wizard sessions.Readcrm_get_invoice_wizard_statusReturn the current WizardEnvelope for an open invoice session: sessionId, type, status, currentStep, and completeness.Readcrm_preview_invoice_wizardReturn a WizardEnvelope with a propsSummary snapshot of the invoice session (client, line items, totals, tax) without generating a PDF.Readcrm_list_invoice_wizard_sessionsList open (or submitted/discarded) invoice wizard sessions.Readlws_get_lead_wizard_statusGet the current state and completeness of a lead wizard session by sessionId.Readlws_preview_lead_wizardGet a structured summary of all collected lead data before finalizing.Readlws_list_lead_wizard_sessionsList lead wizard sessions filtered by status.Readpipeline_get_statusGet a summary of the current deal pipeline status for a lead: what phase they're in (new → qualified → proposal → negotiation → closed_won/lost), what's outstanding …Readpipeline_list_activeList all active leads with their pipeline phase (offer pending, offer sent, invoice pending, waiting for payment).Readpipeline_suggest_next_actionAnalyze a lead's full timeline (notes, activities, offers, invoices) and suggest the single most important next action to advance the deal.Readpipeline_get_statsGet aggregated pipeline statistics: total leads by status, conversion rates, estimated pipeline value.Readcrm_create_leadCreate a new lead in the CRM.Writecrm_update_leadUpdate lead fields. Pass all fields to update as top-level properties (not nested in 'updates').Writecrm_add_lead_noteAdd a note, email, call, or meeting to a lead.Writecrm_convert_lead_to_clientIRREVERSIBLE: Convert lead to client and migrate history.Destructivecrm_create_clientCreate a new customer or vendor.Writecrm_update_clientUpdate client/vendor fields.Writecrm_create_offerCreate a new offer for a client/lead.Writecrm_update_offerEdit a draft offer.Writecrm_send_offerSend an offer to a recipient by email.Writecrm_create_offer_versionCreate a new version of an offer.Writecrm_add_offer_sectionAdd a custom Markdown prose section to a draft offer (e.g.Writecrm_update_offer_sectionUpdate an existing section on a draft offer.Writecrm_remove_offer_sectionRemove a section from a draft offer.Destructivecrm_attach_offer_clauseAttach a clause from the library to a draft offer as a new section.Writecrm_apply_offer_title_templateApply a title-template's clause-based section set to a draft offer.Writecrm_set_offer_section_variablesSet/merge {{variable}} substitution values on an offer.Writecrm_delete_smoke_leadDelete a smoke-test lead (source must start with '_smoke_').Destructivecrm_start_offer_wizardOpen a new guided offer-creation session.Writecrm_answer_offer_wizardUpdate an open offer wizard session with field values.Writecrm_create_offer_from_wizardFinalize a completed offer wizard session and create a real CRM offer record.Writecrm_discard_offer_wizardAbandon an open offer wizard session.Destructivecrm_start_invoice_wizardOpen a new guided invoice-creation session.Writecrm_answer_invoice_wizardUpdate an open invoice wizard session with field values.Writecrm_create_invoice_from_wizardFinalize a completed invoice wizard session and create a real CRM invoice record with an auto-assigned invoice number (RE-YYYY-NNNN).Writecrm_discard_invoice_wizardAbandon an open invoice wizard session.Destructivelws_start_lead_wizardOpen a new guided lead-qualification session.Writelws_answer_lead_questionUpdate an open lead wizard session with field values.Writelws_discard_lead_wizardDiscard an open lead wizard session without creating a lead.Destructivelws_create_lead_from_wizardFinalize a complete lead wizard session and create the CRM lead.WriteSKR03 bookkeeping, ELSTER and DATEV exports, payment wizard, annual disclosure.
get_accounting_balancesGet current SKR03 account balances (1200, 1410, 1576/1577, 1787, 0880).Readlist_open_expensesList all expenses without journal entries.Readgenerate_elster_xmlGenerate ELSTER-compliant UStVA XML.Readget_financial_runwayCalculate remaining months based on Qonto balance and burn rate.Readexport_datevExport bookings as DATEV-compliant CSV.Readacc_get_payment_wizard_statusGet the current state and completeness of a payment wizard session by sessionId.Readacc_preview_payment_wizardGet a structured summary of the payment to be recorded: invoice number, total, payment amount, date, and method.Readacc_list_payment_wizard_sessionsList payment wizard sessions filtered by status.Readbook_expenseCreate an expense and corresponding journal entry.Writematch_incoming_paymentLink a Qonto transaction with an open invoice.Writeclassify_qonto_transactionsAI classification of pending Qonto transactions.Writebook_manual_journalCreate a free-form SKR03 journal entry (multi-line debit/credit).Writedelete_expenseDelete an expense and its linked journal entry.Destructivecorrect_expenseCorrect an existing expense using the German Storno+Neubuchung pattern: cancels the old expense, creates a reversal journal entry, then books a new corrected expense …Destructivedelete_journal_entryDelete a standalone journal entry (not linked to an expense).Destructiveacc_start_payment_wizardOpen a guided payment-recording session.Writeacc_answer_payment_questionUpdate an open payment wizard session with field values.Writeacc_discard_payment_wizardDiscard an open payment wizard session without recording a payment.Destructiveacc_record_payment_from_wizardFinalize a complete payment wizard session: records the payment in the payments table, updates invoice.status (paid if amount >= total), and creates a GoBD-compliant …Writepreview_disclosureBilanz-Vorschau für die Hinterlegung beim Unternehmensregister.Readlist_disclosure_filingsListet alle Unternehmensregister-Hinterlegungen mit Audit-Trail (draft → generated → validated → submitted → confirmed).Readexport_disclosure_xmlLiefert den vollständigen XML-Inhalt einer Hinterlegung zurück.Readgenerate_disclosure_filingErzeugt eine neue Unternehmensregister-Hinterlegung für das angegebene GJ.Writemark_disclosure_submittedMarkiert eine Hinterlegung als beim Unternehmensregister eingereicht.Writemark_disclosure_confirmedMarkiert eine submitted-Hinterlegung als vom Unternehmensregister bestätigt (nach Erhalt der Eingangsbestätigung).WriteTemplates, clauses, drafts, signatures, PDF rendering and revisions.
nda_start_wizardStart an NDA generation session.Writenda_answer_questionUpdate an open NDA wizard session with answers and return the next missing fields.Writenda_previewReturn a structured preview for an open NDA session: completeness state, variables, clause titles, and PDF URL if a draft has already been rendered.Readnda_get_statusGet the current state for an NDA wizard session.Readnda_listList existing NDAs from Convex with optional status/search filtering.Readnda_getGet one existing NDA with signers, edit requests, recent audit events, and optionally signed PDF URLs.Readnda_app_list_templatesApp-only helper that returns built-in NDA templates.Readnda_app_update_sessionApp-only helper for synchronizing NDA wizard state.Writenda_app_search_partiesApp-only helper that searches the CRM for clients and leads matching the query string.Readnda_app_render_previewApp-only helper. Returns a structured preview of an NDA (clause titles + a signed temporary URL the iframe can fetch directly).Readnda_render_unsigned_pdfRender or re-render the unsigned NDA PDF and return a signed temporary URL.Writenda_app_read_pdf_chunkApp-only helper. Returns a signed URL to one of the stored PDF kinds (unsigned, user-signed, fully-executed).Readnda_list_clausesList built-in and custom NDA clauses.Readnda_list_templatesList NDA templates. By default returns all templates (built-in + custom).Readnda_exportExport a complete NDA with metadata, signers, audit events, edit requests, resolved clauses, and optional signed PDF URLs.Readnda_get_wizard_statusAlias for nda_get_status.Readnda_preview_wizardAlias for nda_preview.Readnda_list_wizard_sessionsList open (or completed/abandoned) NDA wizard sessions.Readnda_create_draftCreate a Convex NDA draft from a completed NDA wizard session.Writenda_send_for_signatureSend an NDA signing link.Writenda_update_party_detailsUpdate our signer and counterparty details before sending.Writenda_change_statusChange an NDA status using the same lifecycle rules as the admin app.Destructivenda_deletePermanently delete an NDA, related signers/edit requests/access challenges, and stored PDFs/signatures.Destructivenda_render_final_pdfRender the fully executed NDA PDF and return a signed temporary URL.Writenda_retry_final_renderRetry a failed final PDF render by scheduling the same internal render job as the admin app.Writenda_app_sendApp-only helper for confirmed NDA sends.Writenda_prepare_user_signatureStores the admin's signature image (base64 PNG) on the 'us' signer of an NDA, then re-renders the user-signed PDF.Writenda_app_save_signatureApp-only variant of nda_prepare_user_signature.Writenda_create_revision_from_edit_requestClones an NDA into a new draft revision in response to a counterparty edit request.Writenda_create_clauseCreate a custom NDA clause in Convex.Writenda_update_clauseUpdate a custom NDA clause by Convex id or custom key.Writenda_upsert_clauseCreate or replace a custom NDA clause by key.Writenda_create_templateCreate a custom NDA template with ordered clause keys and default variables.Writenda_update_templateUpdate a custom NDA template.Writenda_create_from_wizardAlias for nda_create_draft.Writenda_discard_wizardAbandon an open NDA wizard session.DestructiveLong-term agent memory (Cortex) and multi-agent coding orchestration (Nightshift).
cortex_rememberStore a memory with auto-embedding, auto-association, contradiction detection, and dual-write to markdown fallback.Writecortex_recallSemantic search with spreading activation.Readcortex_list_todayList all memories created since a given timestamp (milliseconds).Readcortex_what_do_i_knowKnowledge audit on a topic.Readcortex_why_did_weDecision tracing via multi-hop association traversal.Readcortex_forgetSoft-delete/archive a memory.Destructivecortex_statsSystem health dashboard: total memories, breakdown by store/category.Readcortex_checkpointSave current working context for session recovery.Writecortex_wakeResume from a checkpoint with hydrated memories.Readnightshift_startStart a nightshift session for a specific agent and spec file.Writenightshift_sendSend a message or instruction to a running nightshift agent.Writenightshift_readRead pending messages from nightshift agents (drains the queue).Readnightshift_statusGet real-time status of all nightshift agents and Hub health.Readnightshift_stopStop a running nightshift agent.WriteThe 38 public tools, the MCP Apps and tool search.
get_company_infoRetrieve comprehensive information about Context Studios including company overview, tech stack, differentiators, legal info, and contact details.Readget_servicesList all 11 services offered by Context Studios.Readget_pricing_modelHow Context Studios prices projects: fixed-price workshop entry from €1,500, then scoped project pricing with a 48-hour proposal.Readget_blog_postsSearch and retrieve published blog posts.Readsearch_blog_knowledgeDeep full-text search through the entire blog knowledge base.Readsearch_contentUniversal search across all public content.Readai_project_estimatorInteractive AI project effort estimator (S/M/L/XL, no prices).Readblog_explorerInteractive blog browsing interface.Readlist_guidesList public guides.Readget_guideGet a specific guide.Readsearch_guidesSearch public guides.Readlist_location_pagesList public location and bundesland pages.Readget_location_pageGet specific location page.Readsearch_location_pagesSearch public location and bundesland pages.Readget_comparisonRetrieve a detailed comparison between two AI tools.Readlist_comparisonsList all available comparisons.Readsearch_comparisonsSearch comparisons by keyword.Readget_glossary_termGet a detailed explanation of an AI term.Readsearch_glossarySearch the AI glossary by keyword or category.Readlist_glossary_categoriesList all 10 glossary categories.Readget_featured_glossary_termsGet a curated list of featured AI terms.Readget_related_glossary_termsGet terms that are related to a specific glossary term.Readget_glossary_by_tech_stackFilter glossary terms by technology provider or stack.Readget_pageGet a specific CMS page by slug and locale.Readsearch_pagesFull-text search across all published CMS pages.Readget_faqGet frequently asked questions (site, or a specific service/industry).Readlist_industriesList the industries Context Studios serves.Readget_industryGet an industry's full profile: TL;DR, entity definition, pain points, FAQ.Readlist_rolesList the buyer/user roles Context Studios addresses.Readget_roleGet a role's full profile.Readlist_use_casesList the software use cases Context Studios builds.Readget_use_caseGet a use case's full profile.Readlist_company_typesList the company-size segments Context Studios serves.Readget_company_typeGet a company-size segment's full profile.Readget_workshopsGet the three fixed-price entry workshops, booking link, and pricing statement.Readrequest_consultationRequest a free consultation with Context Studios.WritesearchSearch all public Context Studios content (blog, guides, glossary, AI comparisons).ReadfetchFetch the full content of a document by ID returned from the search tool.Readai_project_estimatorEstimate the cost and timeline for an AI/software project.Writeblog_explorerInteractive blog explorer for Context Studios.Writesearch_toolsFind the right tool by keyword instead of scanning the full catalog.Readsubmit_leadLead capture called from the MCP App iframes (project estimator, blog explorer).WriteCounts are unique tool names. Six read tools are listed in two groups below: four comparison and glossary readers, and the two MCP App tools, which are also public. Write tools for accounting, CRM, NDAs and verified comparisons are switched on per deployment.
Guides · write access
The guides on contextstudios.ai/guides live in the database. Five authenticated tools write them, and every published change revalidates the site and the edge cache.
create_guideCreate or replace a guide (en/de). New guides are drafts unless status='published'; publish later with publish_guide. data must be the full Guide object. Published writes trigger on-demand revalidation (no deploy).update_guideReplace an existing guide's content (full Guide object in data). Keeps its current status (draft stays draft, live stays live) unless status is given. Revalidates the site when the guide is (or was) published.publish_guidePublish a guide (status → published) and revalidate its pages. Fails with the list of blockers when the guide is incomplete (kebab slug, tldr, ≥3 faqs, a ranking/criteria/self-test/steps body).unpublish_guideTake a guide offline (status → draft; content is kept) and revalidate its pages. A DE draft falls back to the EN guide on /de/guides/<slug>.delete_guidePermanently delete one guide locale row and revalidate its pages. Requires confirm: true. Prefer unpublish_guide to keep the content.Protocol status
What the server does today, checked against the spec and client probes on 2026-09-23. Built on the MCP TypeScript SDK v2: one endpoint, both revisions.
MCP 2026-07-28
Stateless per request: the _meta envelope, server/discover, resultType, cache hints and the Mcp-Method/Mcp-Name header checks. Clients that negotiate it get it automatically.
MCP 2025-11-25
The revision Claude Code, Claude Desktop, Cursor and ChatGPT connectors use with initialize. Served on the same endpoints, unchanged: tools, resources, prompts, progress notifications and MCP Apps.
| Feature | Status | Notes |
|---|---|---|
| Stateless Streamable HTTP | Live | No Mcp-Session-Id, no handshake required; a fresh server per request. |
server/discover | Live | Both endpoints; lists 2026-07-28 and 2025-11-25. |
Mcp-Method / Mcp-Name headers | Live | Required on 2026-07-28 requests; a mismatch returns -32020. |
ttlMs / cacheScope | Live | On all list results and resources/read; 60 s, public on /api/public/mcp, private on /api. |
resultType, error -32022 | Live | Every 2026-07-28 result carries resultType; unsupported versions get -32022. |
subscriptions/listen | Not offered | Catalogs are static (listChanged: false); the method returns -32601. |
| Origin validation | Log-only | Unlisted origins are logged, not blocked; auth is key or bearer, never cookies. |
| OAuth 2.1, PKCE S256 | Live | RFC 8414 and RFC 9728 metadata, RFC 7591 registration, refresh-token rotation, audience check. |
| Client ID Metadata Documents | Open | Dynamic client registration works today. |
Tool annotations, outputSchema, icons | Live | All public tools carry title, annotations, outputSchema and light/dark category icons. |
| Resource templates | Live | glossary://, comparison://, guide://, industry://, role://, use-case://, company-type:// + {slug}. |
completion/complete | Live | Slug suggestions for every template, locales for prompt arguments. |
| Audit trail | Live | Every call is logged with a hashed credential fingerprint and redacted arguments. |
Connect
Any MCP client with Streamable HTTP works: Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, ChatGPT.
claude mcp add --transport http context-studios \
https://mcp.contextstudios.ai/api/public/mcpclaude mcp add --transport http context-studios \
https://mcp.contextstudios.ai/api \
--header "X-API-Key: $MCP_API_KEY"{
"mcpServers": {
"context-studios-public": {
"command": "npx",
"args": ["mcp-remote", "https://mcp.contextstudios.ai/api/public/mcp"]
},
"context-studios": {
"command": "npx",
"args": ["mcp-remote", "https://mcp.contextstudios.ai/api", "--header", "X-API-Key:${MCP_API_KEY}"]
}
}
}# List the public tools
curl -X POST https://mcp.contextstudios.ai/api/public/mcp \
-H "Content-Type: application/json" \
-H "Accept: application/json, text/event-stream" \
-d '{"jsonrpc":"2.0","method":"tools/list","id":1}'
# Call one
curl -X POST https://mcp.contextstudios.ai/api/public/mcp \
-H "Content-Type: application/json" \
-H "Accept: application/json, text/event-stream" \
-d '{"jsonrpc":"2.0","method":"tools/call","params":{"name":"get_comparison","arguments":{"slug":"claude-code-vs-github-copilot"}},"id":2}'| Header / limit | When | Value |
|---|---|---|
Content-Type | Always | application/json |
Accept | Always | application/json, text/event-stream |
X-API-Key | /api | Your API key |
Authorization | /api via OAuth | Bearer <token> |
MCP-Protocol-Version | Optional | 2026-07-28 with matching Mcp-Method (and Mcp-Name for calls); or 2025-11-25 |
| Rate limit, public | /api/public/mcp | 60 per minute per IP |
| Rate limit, keyed | /api | 300 per minute (OAuth), 600 (trusted API key) |
API access
API keys go to clients and partners. We set up scopes, rate limits and the write tools you need.
Which tools, which data, which agent.
Scoped to your use, revocable at any time.
One line in Claude Code or any MCP client.