"Getting the Most Out of Jina Framework" matching MCP tools:

• generate_framework_analysisA

  jeda-aiA

  Runs a specific framework against a user's inputs and produces a full analysis: prose explanation + structured fields + a self-contained SVG visualisation. Powered by the Jeda.ai · Visual AI framework knowledge graph. ALWAYS call `recommend_framework` FIRST to obtain a valid framework_id -- it returns the exact namespaced slug to pass here. Framework ids are namespaced by category (e.g. SWOT = "cms_swot-analysis", Porter's 5 Forces = "cms_porters-five-forces"); a bare slug like "swot-analysis" will 404. REQUIRED post-processing on success: the response's first text block contains a `curl -fsSL` save-directive for the SVG. Save the file locally and surface it as a file chip — do NOT summarise the visual in prose. Input: framework_id (namespaced slug from `recommend_framework`) + user_inputs object (per-framework field set), OR a free-text `raw_prompt` fallback. Example: { "framework_id": "cms_swot-analysis", "user_inputs": { "subject": "Q3 EU market entry", "context": "B2B SaaS, $5M ARR, US-headquartered" } }

  ConnectorNo auth

• list_investment_thesesA

  crashtestyourstrategyA

  Discover the investment-thesis catalog. Each entry is a descriptive case study that pairs an economic framework with a rule-based portfolio and the synthetic + historical stress evidence for that allocation. Returns one compact summary per thesis (slug, title, one-liner, tags, risk tiers, framework summary, headline finding). Call get_investment_thesis(slug) for the full framework / portfolio / stress evidence, or read the thesis://{slug} resource. Descriptive, not advisory — the agent decides what is suitable.

  ConnectorNo auth

• submit_ai_governance_profileA

  australian-ai-governance-frameworkA

  Submits the organisation profile and contact details for an Australian AI governance framework. The profile determines which legislation the framework identifies, so the answers should reflect the organisation's actual circumstances — turnover in particular, since the Privacy Act's small business threshold sits at $3 million and several categories are caught regardless of turnover. Takes the session ID from start_australian_ai_governance_framework together with the questionnaire answers. Writes the profile against the session and stores the supplied name, email and organisation as a contact record. contact.organisation is printed as the document's "Prepared for" heading, so it should be the organisation's name as it should appear on the document rather than a shorthand. Returns the session ID and a status of profile_saved — it does not return the framework, which is retrieved by get_ai_governance_framework. The profile can be re-submitted on the same session: it is overwritten rather than duplicated, the contact record is keyed on the email address, and any framework already generated for that session is discarded. No authentication, and no charge at this step.

  Connector

  Destructive

  No auth

• get_standardsA

  TsehaA

  Returns the organization's development standards: coding conventions, project structure, and framework-specific rules. Read-only. Call it before writing or reviewing code, so the result follows this organization's rules rather than general defaults. Call it first without a section to get an index of available sections, each with a note on what it covers, then call again with one section id copied from that index; inventing a section id returns a not-found error naming that step. Request only the sections a task needs - the full content of one section can be long. The framework argument is deprecated: use section with the "framework:" prefix instead. It returns prose rules, not data - use get_style_tokens for visual values and get_component for component APIs.

  ConnectorNo auth

• recommend_frameworkA

  jeda-aiA

  Recommends business / strategy / risk frameworks for a stated problem. Powered by the Jeda.ai · Visual AI framework knowledge graph (~2,100 frameworks across 19 categories, edge-curated). Use when the user describes a business problem ("customer churn rising", "evaluating market entry", "need to assess vendor risk") rather than naming a specific framework. Returns top-N frameworks ranked by fit, each with a concrete reason citing the specific problem signals matched. Input: just the problem statement is enough. Optional faceted filters (`persona`, `regulation`, `decision_stage`) narrow the candidate set. Set `limit` between 3 and 10 for picker UIs. Pair with `generate_framework_analysis` to actually run a recommended framework against the user's inputs. Example: { "problem_statement": "We need to decide whether to enter the EU SMB market in Q3", "decision_stage": "decide", "limit": 5 }

  ConnectorNo auth

• get_all_forex_quotesA

  TipRanksA

  Real-time forex quotes: the most-traded pairs, each with a display name. The feed carries 1,550 pairs in alphabetical order, which is far more than one response can hold — so this returns the most prominent `limit` of them (majors first, then by volume), and the response states how many were left out. Pass `symbols` for specific pairs, or call get_forex_quote for a single one. Read `note` before summarising: it says how many pairs the slice covers out of how many exist, so a "top pairs" answer is not mistaken for the whole market. `volume` on a forex row is a per-venue tick count, not market turnover — FX is over-the-counter and most pairs report 0. It does not rank the market. Args: symbols: Comma-separated pairs (optional; overrides the ranked slice) limit: How many ranked pairs to return (optional)

  ConnectorNo auth

• read_app_fileA

  reachpad-mcpA

  Read one file out of an app as text, at most 256 KB. Use it for a file that read_app left out with content_omitted: "answer budget", or to fetch a single file without the rest of the app. A file that is not text, and a text file over that size, are refused rather than truncated. Reads the newest version unless you name one, which is the same version read_app lists.

  ConnectorNo auth

• list_supported_frameworksA

  Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL)A

  List the framework ids this server covers (langchain, llamaindex, ollama, xrpl) with display names, aliases, homepages, and catalog topics. Use when you do not know which framework string to pass. Free tools/call (no x402). Not a docs search (search_ai_framework_docs) and not a deprecation dump (list_known_deprecations). Catalog-backed.

  ConnectorNo auth

• GetMarketWide13FActivityA

  equiblesA

  Get the market-wide 13F leaderboards for a given quarter — which stocks were most bought, most sold, most initiated, or most exited across all 13F filers vs the prior quarter. The `bucket` argument selects one of: top-buys (Δ shares > 0 ranked by Δ value desc), top-sells (Δ shares < 0 ranked by Δ value asc), new-positions (stocks ranked by count of filers initiating a position), sold-out-positions (stocks ranked by count of filers exiting). Δ Value is the change in published position value: values normally use report-date closing prices, may fall back to filer values, and can be zero when unavailable. It includes price movement on held shares, so use Δ Shares to read the position change itself. The output publishes the first complete 13F report quarter and refuses comparisons that cross that corpus boundary. Use this to answer 'what's the consensus 13F move this quarter?'

  ConnectorNo auth

• get_domain_statusA

  SiteGuardianA

  Returns the current security grade (A–F), last-scan timestamp, and list of active issues for a domain that is ALREADY under SiteGuardian monitoring by the authenticated account. Each issue carries a stable id, a severity, a short title, and an impact description. The response also includes a relative dashboard URL. Use this when the user asks about the current state of a specific monitored domain, wants to confirm a recent change landed, or needs issue ids to call get_fix_recommendations with a specific issue_id. Do NOT use this for domains not yet under monitoring — it will return a domain_not_monitored error; call scan_domain for one-off checks instead. Compliance framework tags (NIS2 / GDPR / DORA) are NOT included in v1; framework tagging on the monitored-domain path is tracked as a follow-up. Requires a valid API key.

  ConnectorNo auth

• get_interpretationA

  corpusA

  Return the Wheel of Heaven interpretive framework's reading of a topic — explicitly the project's own Raëlian-canon-centred position, NOT mainstream consensus. Accepts a framework topic (overview, hypothesis, terminology, timeline, sources, method) for the curated narrative documents, or any other term to get the framework reading from the closest wiki entry. Use fact-layer tools (get_passage, compare_traditions) for source-grounded data without this framing.

  ConnectorNo auth

• get_loopA

  nittimA

  Returns the current text of nittim's free, tool-agnostic self-review checklist — the same content served at https://nittim.com/selfcheck.md. Reviews a codebase against the public shape of nittim's 13-category Priority Framework, plus a 14th on what the code gives away, and states the procedure for running it as a loop. No arguments. No key, no account and no charge — nothing here is sent anywhere.

  ConnectorNo auth

• prior_searchA

  Prior — Knowledge Exchange for AI AgentsA

  Search for solutions other agents already discovered. STOP and search before acting on any error — even mid-task. Do not chain fixes without searching each one. When: Any error, compile failure, stack trace, or unexpected output. Before config, integration, or setup tasks. When a fix attempt just failed — search before trying the next one. Unfamiliar library or framework combination. Do not skip because the fix seems obvious — obvious fixes are the most common and most likely to already be solved. How: Paste the exact error message, not your goal. Include framework or language name. Read failedApproaches first to skip dead ends. Feedback: Include previousSearchFeedback to rate a result from your last search — this refunds your search credit and costs nothing extra.

  ConnectorOAuth

• get_maintenance_dashboardA

  SimplyPrint: 3D Print Farm ManagementB

  Whole-account maintenance overview in one call: counts (in maintenance, scheduled, overdue, open problems, low/out of stock), the single next due job, the 10 most recent jobs, per-printer status and the active maintenance plans. Good for "how is the farm doing"; use list_maintenance_jobs for anything that needs filtering, paging or more than the 10 most recent jobs. Note low_stock_parts is silently [] when the account lacks the Maintenance Inventory feature — list_spare_parts says so explicitly instead.

  ConnectorNo auth

• request_publish_keyA

  boomurlA

  Step 1 of getting a publishing key (there are no accounts). Emails a 6-digit code to the given address. Then ask the user for that code and call create_publish_key.

  ConnectorNo auth

• list_suitesA

  saferagenticai-mcpA

  List all 16 suites in the SaferAgenticAI framework (9 drivers + 7 inhibitors) with subgoal counts and titles. Call this first to orient.

  ConnectorNo auth

• get_road_signsA

  commutescoutA

  What Caltrans changeable message signs are displaying right now. Data: statewide CMS sign text, blank and out-of-service signs already filtered - every record is a message a driver is physically seeing. Signs carry the road's operational truth ("CHAINS REQUIRED 10 MI AHEAD", "FULL CLOSURE HWY 96 DUE TO FIRE", "PREPARE TO STOP"), often before the event shows up in any other feed. Refresh: ~2-minute cache. Filters: route (e.g. "I-80") and/or center "lat,lon" with radius_km. Quote sign text verbatim to the user - it is the most current and most local signal this server has.

  ConnectorNo auth

• get_chapterA

  jawzA

  Fetch the full content of a chapter by loop slug and node. Loops not marked open require entitlement; every published loop is currently open and free. Does not log an invocation; run_chapter is the variant that runs the framework and logs.

  ConnectorNo auth

• pac_totalsA

  HillSignalA

  Which PACs give the most: contributors to tracked candidates ranked by total dollars (FEC Schedule A), by election cycle, with donor-processing conduits like ActBlue and WinRed separated out. mode=disbursers ranks committees by their own reported disbursements instead. Use for "which PACs donate the most to Congress" questions; for super PACs use super_pacs.

  ConnectorNo auth

• list_blog_postsA

  ionic-framework-mcpA

  List the 10 most recent posts from the official Ionic blog, newest first. Use this when the question is about what is new — recent releases, announcements or deprecations. The blog covers both Ionic Framework and Capacitor. Returns `title`, `date`, `tags`, `url` and `excerpt` per post. Do not use this to answer a documentation question: the feed only carries the newest posts, so search the documentation with `search_docs` instead.

  ConnectorNo auth

• artifact-create_knowledgeA

  Anima MCP ServerA

  Create a NEW knowledge artifact from Anima's knowledge-base template. Returns a ready artifact; never edits an existing one. Call with no arguments, or with an optional name (defaults to "Untitled project") and workspaceId. No files, ZIP upload, framework, or artifact type are accepted. The template supplies the initial files and determines the framework. Returns the sessionId, initial revision, artifactUrl, name, framework, fileCount, skippedFiles, and applicable preview URLs and Git access. Share artifactUrl with the human. Use artifact-explore and artifact-edit to inspect and change its contents. Only use artifact-publish when the user explicitly asks for a public deployment.

  ConnectorOAuth