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765,079 tools. Updated 2026-11-10 23:06

"A guide to creating software project documentation" matching MCP tools:

  • Create a new versioned shared file in the caller's org. Shared files default to private. Call ``file_publish`` to generate the public share URL (``/s/{share_token}``). Each ``file_update`` creates a new immutable version row. Pass ``work_id`` to attach it to a task and/or ``project_id`` to attach it to a project (same ``shared_files`` row; project attachments are ``kind=artifact`` only). ``content_format='diagram'`` takes either diagram schema: - ``teamshared.diagram/v1`` — ``body: {format: mermaid, text: "..."}``, rendered as Mermaid. Best for flowcharts, sequences, and ER sketches. - ``teamshared.diagram/v2`` — ``body: {format: scene, layers: [...], nodes: [...], edges: [...]}``, rendered as a layered 3D scene where each layer is a plane (infra / software / data by convention), each node sits on one layer, and edges may cross layers. ``kind`` (default ``system``), ``view`` (``layers``), ``mode`` (``authored``) and ``body.camera`` are optional. Every node needs ``id`` and ``layer``; ``shape`` is ``box`` | ``cylinder`` | ``sphere`` | ``cone``; edges are ``{from, to, label?, kind?}`` with ``kind`` one of ``sync`` | ``async`` | ``data`` | ``depends``. Omit ``x``/``z`` to get an automatic grid on the plane. Caps: 8 layers, 300 nodes, 600 edges, 256 KiB. Unknown keys are rejected.
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  • What to know before going to a venue, from UPFRONT's venue guide: the bag policy and what fans can bring, gates and entry, parking, getting there by transit or rideshare, and food and drink, including what the guide says about gluten-free, vegetarian or vegan, halal and kosher food. Matches questions like "what's the bag policy at MetLife?", "when do doors open at MSG?" or "where do I park for Lambeau?". venue: the venue's name ("MetLife Stadium", "MSG", "Lumen Field, Seattle"). topics: optional; only these parts, at more length: any of "bags", "entry", "parking", "transit", "food". Without it, every part. Covers the 36 stadiums, arenas and amphitheaters UPFRONT has a guide for; for any other venue the answer says so and lists the ones with guides. Each part is the guide's own words ("text", plus the guide's "faq" questions and answers). factsLastChecked is the date UPFRONT last checked the guide's facts; rules can change for a single event, and the venue's own event page has the final word. guideUrl is the guide on UPFRONT. dietary lists what the guide says per diet; dietaryNotMentioned lists diets the guide doesn't cover, which doesn't mean the venue has nothing for them.
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  • Search SaidItHere for real-world software dilemmas, framework gotchas, tool fatigue, and battle-tested community consensus workarounds from Reddit, Hacker News, GitHub, and Stack Overflow. Usage Guidelines: - Primary discovery tool: use FIRST when investigating bugs, library gotchas, unexpected price hikes, or developer complaints by keywords. - Sibling routing: follow up with 'get_problem(slug)' using the discovered dilemma slug to inspect full evidence quotes, sources, and step-by-step workarounds. - Sibling routing: if 0 matching dilemmas are returned, use 'suggest_dilemma' to queue the topic for crawler consensus synthesis. - Do NOT use for generic language syntax lookups or textbook documentation queries. Behavior & Side Effects: - Pure read-only, safe, and idempotent query without side effects. Does not modify user, session, or database state.
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  • Explain how HelloBooks and Munimji (the in-app AI assistant) help a specific business — given a free-text description of the user's own operations. Returns a curated capability knowledge base: business-operation areas (sales, purchases, banking, tax, reports, inventory, payroll, multi-entity, setup), and for each AI capability WHO does the work — `autonomous` (Munimji does it on its own, e.g. OCR extraction, running reports), `approval` (Munimji prepares the entry and you one-click approve before it posts to the ledger, e.g. AI categorization, find-and-match, creating invoices/bills by chat), `assist` (co-pilot, e.g. guided onboarding, voice), or `manual` (a software feature you run yourself). Each capability links to the backing software features. Use this when a user describes their business and asks "how can HelloBooks help me?", "what can the AI do for my shop/practice/agency?", or "what can Munimji do on its own vs what do I approve?". Pass their description in `businessDescription`; optionally filter by `area` or `autonomy`. The AI never posts to a ledger without approval. For the full software catalog call list_features; for pricing call list_plans.
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  • Explain how HelloBooks and Munimji (the in-app AI assistant) help a specific business — given a free-text description of the user's own operations. Returns a curated capability knowledge base: business-operation areas (sales, purchases, banking, tax, reports, inventory, payroll, multi-entity, setup), and for each AI capability WHO does the work — `autonomous` (Munimji does it on its own, e.g. OCR extraction, running reports), `approval` (Munimji prepares the entry and you one-click approve before it posts to the ledger, e.g. AI categorization, find-and-match, creating invoices/bills by chat), `assist` (co-pilot, e.g. guided onboarding, voice), or `manual` (a software feature you run yourself). Each capability links to the backing software features. Use this when a user describes their business and asks "how can HelloBooks help me?", "what can the AI do for my shop/practice/agency?", or "what can Munimji do on its own vs what do I approve?". Pass their description in `businessDescription`; optionally filter by `area` or `autonomy`. The AI never posts to a ledger without approval. For the full software catalog call list_features; for pricing call list_plans.
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  • Create new guides Create one or more new guides based on provided queries. Each guide targets exactly ONE engine and ONE analysis mode, chosen with the optional `source` field (default `google`). How to request each guide type: 1. Google SERP guide (1 credit per guide): omit `source`, or pass `source: "google"`. Example payload: {"queries": ["best crm"], "lang": "en-us"} 1bis. Google AI Overview guide (1 credit per guide). Two modes, like AI engines: `source: "google_ai_overview"` builds the guide from the TEXT of Google's AI answers (AI Overview, completed with AI Mode answers) ; `source: "google_ai_overview_citations"` builds it from the content of the web SOURCES those answers cite (recommended for GEO). Same language/country parameters as a Google SERP guide, 1 credit per guide in both modes. Example payload: {"queries": ["best crm"], "lang": "en-us", "source": "google_ai_overview_citations"} 2. LLM ANSWER guide (4 credits per guide): pass the engine name alone, e.g. `source: "chatgpt"`. The guide is built from the answer text the AI generates for the query. Example payload: {"queries": ["best crm"], "lang": "en-us", "source": "chatgpt"} 3. LLM CITATIONS guide (4 credits per guide) [RECOMMENDED AI mode]: pass the engine name with the `_citations` suffix, e.g. `source: "chatgpt_citations"`. The guide is built from the content of the web pages the AI cites in its answer. Example payload: {"queries": ["best crm"], "lang": "en-us", "source": "chatgpt_citations"} Which AI mode to pick? For GEO (getting a page visible in AI answers), prefer `<engine>_citations`: AI engines send traffic by CITING pages as sources, so the winning move is to look like the pages they cite. The answer-text mode (`<engine>` alone) is mostly useful to analyze how the AI phrases its own answer. When in doubt, pick `<engine>_citations`. The same two modes exist for every AI engine (chatgpt, perplexity, claude, gemini, grok, mistral, deepseek). To optimize the same page for several engines or modes (e.g. Google AND ChatGPT answers AND ChatGPT sources), create one guide per source value on the same query. IMPORTANT, HOW TO READ THE RESPONSE OF THIS ENDPOINT, WHICH SPENDS CREDITS. Queries listed in `guidesFailed` are PROVEN not to have produced a guide and their credit was given back (unless the account has unlimited credits, where nothing was reserved): re-sending them is free and correct. Queries listed in `guidesUnknown` have an UNDECIDABLE outcome and their credit is deliberately KEPT, because the guide was most likely written: DO NOT re-send them, you would pay for the same guide twice. Look them up in `GET /api/v1/guides` after a few minutes instead, and contact support if nothing shows up. Finally, a `200` is NOT a promise that every query produced a guide: compare `guides.length` with the number of queries you sent, never read `success` alone, and never re-send a query just because it is missing from `guides`.
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Matching MCP Servers

  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to access and manage project guidelines, documentation, and context through a structured content system with template support and workflow management.
    38
    115 PyPI
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to inspect and manage Windows software, including listing installed and running apps, searching catalogs, installing, upgrading, uninstalling, managing startup apps, exporting backups, and checking exploited vulnerabilities. It also supports a read-only mode for safe discovery.
    AGPL 3.0

Matching MCP Connectors

  • Explore software engineering services and submit authorized project inquiries.

  • MCP server for Vonage API documentation, code snippets, tutorials, and troubleshooting.

  • Start linking a cloud account so it can be scanned. `provider` is "aws", the only provider supported today; `account_id` is the 12-digit AWS account number. `software` is the Tomorrow Central software the link is for; omit it for Cloud Cost Sentinel. Each software has its own read-only role, so link once per software. This is a two-party flow and you cannot finish it alone — creating the read-only IAM role requires the human's AWS credentials. Returns a `launch_url`. Hand the human these instructions verbatim: 1. Open the launch_url (a pre-filled CloudFormation quick-create link). 2. Review the read-only role it creates, then click Create stack. 3. Tell you when the stack says CREATE_COMPLETE. Then call `verify_connection` with the returned connection_id. Verification fails with a clear message until the role exists, so polling it every ~15 seconds is safe and expected. No ARN or secret needs to be copied by anyone.
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  • Archive a project (reversible shelve) — frees a project slot in-tool. Stops any in-flight machine, then flips the project to `archived`: it drops out of the per-tier project cap (freeing a slot for a new project) and the loop stops dispatching it, but the project + its history are kept and can be restored from the dashboard project page. Stopping a machine DESTROYS the running process state — restoring the project later cannot bring that execution back, so this is destructive despite being reversible. A replay on an already-archived project changes no row, but is not idempotent end to end. This is preferable to `delete_project` unless the project must be gone. Owner-scoped (an MCP key is owner-only); a project not in the workspace 404s.
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    Destructive
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  • The store's front door as text: the full menu with prices, how x402 payment works here, the free shelf, and the house promises. Free. Completes when the guide text returns. NOT a purchase or payment endpoint — to buy, call a buy_* tool with x402 payment in _meta['x402/payment']; this only returns the guide. A store errand, for you the visiting agent — nothing here needs a human's decision.
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  • Attach an image you produced locally to a shot as a continuity reference. A continuity reference is fed into this shot's next clip generation as a layout, prop, wardrobe and screen-direction guide — it is NOT used as the shot's opening frame or exact composition. Attaching one changes nothing until the clip is generated again. Send the image as base64 — keep it small (a 720x1280 JPEG is roughly 40-130KB of base64). PNG, JPEG and WebP only; the bytes are sniffed, so the filename extension alone will not get a non-image through. If the image is already an asset in this project, use attach_shot_continuity_reference instead and send no bytes.
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  • Attach an image that already exists in this project to a shot as a continuity reference. A continuity reference is fed into this shot's next clip generation as a layout, prop, wardrobe and screen-direction guide — it is NOT used as the shot's opening frame or exact composition. Attaching one changes nothing until the clip is generated again. Find asset ids with get_asset_library. A shot's own thumbnail is its clip's last frame, so attaching the previous scene's thumbnail is the cheapest way to carry continuity forward. To use an image that is not yet an asset here, use upload_shot_continuity_reference instead.
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  • Free. Sends a message to the human operators of this service: a bug report, a problem with these tools or the documentation, or a suggestion. It is read by people, not processed by software, and nothing is returned beyond an acknowledgement. Do NOT use it for status updates, progress notes, task narration, error logs, or as a fallback when another tool is unavailable or a payment cannot be made -- it cannot complete, retry or work around any task. Name is optional (omit for anonymous feedback); message is limited to 1000 characters.
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  • Replace an existing interview guide from markdown. To create the first guide, call guides_create. Text before the first ## is the intro. ## Title (12) or ## Title (7–11) is a block; minutes are the last number in parentheses. Lines starting with - or 1. are questions; a leading * marks a key question; the next indented line is the question note. A paragraph under the block heading before the first question is the block note. ## Конспект is the post-interview notes template, not a block. Optional line `Общее время: 30` or `Total: 30` sets total minutes; otherwise they are the sum of block minutes. Anything that does not match is returned in remainder and kept, not dropped. The previous guide is replaced entirely.
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    Destructive
    OAuth
  • Use this when the user has a specific question for 7IT that describe_studio does not answer. Ask 7IT Solutions, a solo senior software studio, a question about whether it fits a project, what a first phase could cover, how engagements run, or what the client owns. Answers come only from 7IT's published profile and contain no prices or commitments; questions that need a quote are passed to our team, which replies directly.
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  • Scaffold a flags-only Bridge integration into an existing project — the MCP equivalent of `bridge flag init`. Returns everything that command produces, for YOU to write to disk: the contents of bridge-flags.config.json (app id, app name, base URL, suggested provider config, read live from this Bridge app), the install command, and the framework-specific setup guide fetched from the plugin repo that owns it. Writes nothing — neither to disk nor to the Bridge app. Call this when adding feature flags to a project for the first time; for auth or billing use get_integration_guide with topic=master or topic=billing-master instead. framework is REQUIRED: this server cannot see the caller's disk, so detect it yourself from package.json (next → nextjs, @sveltejs/kit or svelte → svelte, @nestjs/core → nestjs, @angular/core → angular, react → react, express → express; check in that order) and pass it. The returned guide is the same document get_integration_guide returns for topic=feature-flags, so there is no need to call both. Do not invent import specifiers — they differ per plugin and only the guide has the current ones.
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  • Create a new ScreenWeaver project with an empty script, in an organisation where you are an owner or editor. Ask the user for the title and whether it is a film (scriptMode STANDARD) or a series (EPISODICAL) when they have not said. orgId comes from list_organisations; when there are several, ask the user which one. It can be left out only when you belong to exactly one. aspectRatio (16:9, 9:16, 2.39:1, 4:3, 3:4) is optional; set it only when the user chose one. Pass a requestId you generate (8 to 64 letters, digits, - or _) and reuse it if you retry: a repeat returns the same project (reused: true) instead of creating a second one. Returns projectId, path and url (the project's link; give it to the user). Use projectId with the other tools to write to the new project. Projects cannot be deleted through these tools.
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  • Create a new, empty signature folder to organize signature templates. Folders created here are top-level (not nested). Use it only when no suitable folder exists: call list_folders first to reuse one, and use update_folder to rename an existing folder instead of creating another, since duplicate names are allowed. Creating a folder files nothing: to put a signature in it, pass the returned `id` as `folder_id` to create_signature or update_signature. Writes one folder and returns it with `signature_count` 0. Needs the folders:write scope; a blank name returns 422.
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  • Find live software by keyword before building from scratch. Public, no sign-in needed. Returns descriptions, USD license prices, tech stacks and listing links. Example: {"search": "invoice", "limit": 5}. Empty search browses recent software. When hasMore is true without nextCursor, narrow the search. Matching is lexical. Errors set isError; retry a rate limit later. Use z2h_compare_marketplace_listings for a shortlist or z2h_show_marketplace for cards. A result does not guarantee suitability or purchase availability.
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  • Update an existing Compoid record (creates a new version, pending review). Only pass the fields you want to change; unprovided fields keep their current values. An update with no changed fields is rejected as a no-op. Required: work_id: the record to update - a published record PID (e.g. '4171t-rc787'), a full record URL, or its OAI. Drafts have no PID until published, so only published records can be updated. Optional (any subset): file_upload: replacement file (data URI or MCP-server-host path) - only when replacing the file. title, description, creators, keywords, references: metadata to change. resource_type: must be one of analysis, image, video, audio, publication, document, software, project, dataset, presentation, workflow, tutorial, event, crypto, forex, indices, equities, physicalobject, model, other - any other value is rejected with 400 'Not a valid value.' subjects: up to 5 subject display names (https://www.compoid.com/subjects). Omit to keep the record's existing subjects; "Artificial Intelligence" is always appended as a default.
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  • Returns the canonical guide for using TMV from a coding-agent context. Covers the fix-test-retest loop, how to write a good test prompt, how to read the actionTrail / consoleErrors / failedRequests outputs, and common gotchas. Call this first if you're a new agent on a project — it'll save you a debug session. The same content is served at https://testmyvibes.com/docs/coding-agents.
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