"Using Cline as a Knowledge Graph for Coding" matching MCP tools:

• get_kg_facts

  NightWatch Live Intelligence

  NightWatch Knowledge Graph lookup for a COMPANY/entity (equities & RWA universe: Samsung 'samsung-electronics', SK Hynix 'sk-hynix', 'tsmc', 'nvidia', 'asml', 'arm', ...). Returns SOURCED data only — every row carries a citation URL (the KG refuses uncited data): (1) numeric fundamentals (revenue, net income, market cap, business segments, dividend, market-share rankings), (2) typed relations (supplies / competes / customer_of / licenses — e.g. Samsung supplies NVIDIA HBM, competes with TSMC in foundry), and (3) a live HyperLiquid price block when the entity is tradable. Use this BEFORE reasoning about a company's fundamentals, competitors, supply chain, or a hedge on its equity perp. Input accepts a slug or a plain company name (fuzzy-matched).

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• lora_airtime

  calc.engineer

  Calculates LoRa packet time-on-air using the Semtech AN1200.13 formula. Computes symbol duration, preamble time, payload symbol count, effective data rate, and the minimum transmission interval for 1% duty cycle compliance. Essential for capacity planning in LoRaWAN and Meshtastic mesh networks. Accepts spreading factor (SF7-SF12), bandwidth (125/250/500 kHz), coding rate (4/5-4/8), payload size, header mode, CRC, and optional low data rate optimization. Feeds airtime_ms to channel_utilization for mesh load analysis.

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• get_label_values

  Fodda Brand Intelligence

  List all brands, locations, technologies, audiences, or trends within a specific knowledge graph. Use to explore what a graph contains — e.g., "what brands are in the retail graph?" or "what locations does the fashion graph cover?". To get a complete list of every trend in a graph, call with label="Trend" — this returns the full deterministic list, useful for industry-report graphs where search may return partial results.

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• list_graphs

  Fodda Synthetic Expert Consult

  List all knowledge graphs the user can access — IDs, descriptions, authors, sectors, signal counts. Use FIRST in any session to discover available sources before searching. Returns graph metadata needed for graphId parameters in other tools. Deprecated: waldo, psfk (use retail/tech/food/travel/fashion/beauty/sports instead).

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• consult_analyst

  Fodda Synthetic Expert Consult

  Consult a named Synthetic Analyst who answers in their expert voice using their curated knowledge graph — one-off questions or multi-turn engagements (pass session_id back to continue). Each analyst has a unique methodology, domain expertise, and analytical lens that produces insights distinct from generic search or standard graph queries. Use when the user asks to talk to or consult a specific expert, or when you need a specialist perspective on culture, strategy, or innovation topics. Call list_analysts first to discover available analyst_id values. Responses may include a coverage status (in/adjacent/out), source attribution, and referrals to other expert graphs. Referrals MUST be presented in third-person platform voice (not the expert's voice) with an offer to query the referred graph. The analyst researches on your behalf: they can search Fodda's graphs, earnings intelligence, and supplemental data mid-consultation, and may refer or consult other analysts. Their research reads bill to you at standard rates ($0.50/call) and are itemized in `sources_used`.

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• ai_provider_status

  Can I Vibe? — AI coding provider status

  Get the live status of AI coding providers (Claude, OpenAI, Copilot, Cursor, OpenRouter and more). Returns status, how long each provider has been in its current state, and last check time. Pass service_id for one provider, omit it for all.

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• get_label_values

  Fodda Synthetic Expert Consult

  List all brands, locations, technologies, audiences, or trends within a specific knowledge graph. Use to explore what a graph contains — e.g., "what brands are in the retail graph?" or "what locations does the fashion graph cover?". To get a complete list of every trend in a graph, call with label="Trend" — this returns the full deterministic list, useful for industry-report graphs where search may return partial results.

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• search

  mcp

  Search for SecDim Play secure coding labs (hands-on, scored challenges). This tool searches across SecDim Play's hands-on secure coding labs based on the search query. The backend API handles parsing of vulnerability names, CWE IDs, and OWASP IDs. Language can be specified using the format "lang:javascript". Args: query: Search query that may include: - Vulnerability names (e.g., "XSS", "SQL injection") - CWE IDs (e.g., "79") - OWASP IDs (e.g., "A03:2021") Examples: - "XSS lang:javascript" - searches for XSS labs in JavaScript - "SQL injection lang:Python" - searches for SQL injection labs in Python - "79" - searches for labs related to CWE-79 Returns: Dictionary with search results containing: - results: List of matching SecDim Play labs with id, title, snippet, and metadata

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• get_learn_topic

  mcp

  Get a SecDim Learn topic's content. Args: course_slug: The course's slug, as returned by search_learn_courses (e.g. "owasp-top-10") topic_slug: The topic's slug, as returned by get_learn_course (e.g. "introduction-secure-coding") Returns: Dictionary with the topic's title, description, category, kind, level, subscription tier, duration, completion status and "file_content" (the topic's content in AsciiDoc format). If the topic requires a SecDim Learn subscription that the current account does not have, an "error" explaining this is returned instead.

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• audit_agent_harness

  BountyVerdict Agent Decision Tools

  Can a coding agent safely work in this public repository without missing project instructions? Audits AGENTS.md, CLAUDE.md, and related instructions at an immutable commit; does not diagnose CI.

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• brand_tracker

  Fodda Brand Intelligence

  Build a complete Brand Intelligence Profile by searching ALL knowledge graphs for a specific brand. Returns trend footprint (which trends the brand appears in), competitive landscape (co-occurring brands ranked by overlap), cross-graph presence, evidence timeline, lifecycle distribution, and bundled supplemental signals (Google Trends, Wikipedia, Amazon, earnings). Use when the query is about a specific company or brand — "What is Nike doing?", "Patagonia's innovation strategy", "How is Apple positioned?". This aggregates intelligence that would require dozens of separate web searches to assemble.

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• list_graphs

  Fodda Deep Research

  List all knowledge graphs the user can access — IDs, descriptions, authors, sectors, signal counts. Use FIRST in any session to discover available sources before searching. Returns graph metadata needed for graphId parameters in other tools. Deprecated: waldo, psfk (use retail/tech/food/travel/fashion/beauty/sports instead).

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• get_label_values

  Fodda Deep Research

  List all brands, locations, technologies, audiences, or trends within a specific knowledge graph. Use to explore what a graph contains — e.g., "what brands are in the retail graph?" or "what locations does the fashion graph cover?". To get a complete list of every trend in a graph, call with label="Trend" — this returns the full deterministic list, useful for industry-report graphs where search may return partial results.

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• list_graphs

  Fodda Topic & Trend Research

  List all knowledge graphs the user can access — IDs, descriptions, authors, sectors, signal counts. Use FIRST in any session to discover available sources before searching. Returns graph metadata needed for graphId parameters in other tools. Deprecated: waldo, psfk (use retail/tech/food/travel/fashion/beauty/sports instead).

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• lamina_app_versions

  lamina

  List a generated app's saved graph versions, or restore it to one. Every `lamina_generate_workflow` edit snapshots the app's prior graph first, so a bad edit is always recoverable. - `appId` (required): the generated app. - Omit `restore` to LIST versions — returns `{ versions: [{ version, createdAt, createdBy, changeSummary }] }`, newest first. - Pass `restore: <version>` to RESTORE that version — swaps its graph + parameters back in (the current graph is snapshotted first, so restore is itself undoable). Returns `{ appId, restoredFrom, newVersion }`. Requires you to be the app creator or a workspace owner/admin.

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• list_graphs

  Fodda Brand Intelligence

  List all knowledge graphs the user can access — IDs, descriptions, authors, sectors, signal counts. Use FIRST in any session to discover available sources before searching. Returns graph metadata needed for graphId parameters in other tools. Deprecated: waldo, psfk (use retail/tech/food/travel/fashion/beauty/sports instead).

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• get_label_values

  Fodda Topic & Trend Research

  List all brands, locations, technologies, audiences, or trends within a specific knowledge graph. Use to explore what a graph contains — e.g., "what brands are in the retail graph?" or "what locations does the fashion graph cover?". To get a complete list of every trend in a graph, call with label="Trend" — this returns the full deterministic list, useful for industry-report graphs where search may return partial results.

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• build_brain

  verdigraph

  Compile an agent file into a deterministic, content-addressed brain. content = the file as a string; format = verdigraph_genome | claude_project_export | openai_assistant | prompt_list | auto. Returns brain_id, content_hash, node/edge counts, the 9-invariant firing report, and provenance. Identical bytes always produce the identical brain_id (VB1). include_document=true returns the full graph.

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• federated_expand

  trip2g

  Walk a remote note's table of contents level by level inside a connected knowledge base (progressive disclosure), same as expand. Canonical call: federated_expand(kb_id=..., path=<result.note_path>, toc_path=[...]). Omit toc_path for the top level, or pass a toc_path to list that node's subsections.

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• agent_search_frameworks

  TheArtOfService Compliance Intelligence

  Search and list compliance frameworks Search the compliance knowledge graph for frameworks by name, keyword, or jurisdiction. Returns framework metadata including name, description, jurisdiction, domain count, control count, and mapping-partner count. Without a query, returns all frameworks. Use this as the starting point to discover available frameworks. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json

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