Fodda Knowledge Graphs
ai.fodda/mcp-serverExpert-curated knowledge, brand, research & earnings intelligence — 31 tools, 220+ graphs.
Tools · 44
Check the current user's account status: API call balance, plan, enabled/disabled graphs, and profile info. Use when the user asks "how many API calls do I have?", "what plan am I on?", "what graphs c…
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 need…
List available Synthetic Analysts — named expert personas grounded in specific knowledge graphs. Each analyst has a unique voice, methodology, and domain expertise that cannot be replicated by web sea…
Find trends, signals, and expert insights across 100+ curated knowledge graphs covering retail, beauty, tech, food, travel, sports, and 30+ specialist domains. Returns trend data with cited evidence, …
Discover what's connected to a specific trend — related brands, technologies, locations, and cross-domain links that search alone wouldn't surface. Returns curated editorial connections between trends…
Get the source articles, case studies, and statistics behind a specific trend — with full citations and publisher attribution. Each item includes source URL, location, brand names, publication date, c…
Get the full profile of a specific trend — detailed description, lifecycle stage (emerging/building/mature), signal strength, geographic scope, and all properties. Use when you need deeper detail on a…
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…
Find trends similar to one you've already found — surfaces unexpected cross-domain connections that keyword search would miss. Returns scored similarity matches and optionally editorial links across g…
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 bra…
A standard layer for macro, institutional, and real-time market data. Call this tool when curated coverage is thin, empty, or when the query is explicitly demand/attention-shaped (e.g. to get search v…
Check if market data gathering is complete and retrieve the results. Call this after get_supplemental_context — poll every 5-10 seconds until status is COMPLETE or FAILED.
Search PSFK-curated domain graphs (retail, beauty, fashion, sports, consumer electronics, F&B) for trend intelligence with bundled evidence. No graph ID needed — searches all relevant domain graphs in…
Search specialist knowledge graphs built by named strategists and industry leaders — contains proprietary analysis, expert interviews, and high-density statistics not available via web search. No grap…
Search industry report knowledge graphs for published research findings, market forecasts, and quantitative projections from organizations like DHL, PwC, Delta, and specialist research firms. Returns …
HARD NUMBERS only: specific figures, market sizes, growth rates, and quantitative data points across Fodda's knowledge graphs. Each result links back to the expert trend it supports. Use when a questi…
NARRATIVE only: expert quotes, editorial analysis, and strategic perspectives on a topic — sourced from named strategists and industry leaders. Returns qualitative evidence (quotes, interpretations) w…
Draft a LinkedIn post about any topic, grounded in Fodda's expert knowledge graphs. Use when the user says "draft a LinkedIn post about…", "write a post on…", "turn this into a LinkedIn post", or want…
Turn research into a LinkedIn ARTICLE (800–1,200 words) grounded in Fodda's expert knowledge graphs. Use when the user says "turn this research into an article…", "write a LinkedIn article about…", or…
Cross-company thematic earnings intelligence from the knowledge graph and web sources. Use for multi-company comparisons ("what are hotel companies saying about labor costs?"), industry-level queries,…
Cross-company analyst-management divergence detection from the knowledge graph (legacy-thematic). Surfaces where executives are deflecting, reframing, or avoiding specific topics — the gap between wha…
The canonical per-ticker earnings source. Returns the full truth-layer record for covered tickers (517 consumer-sector companies) — analyst concerns, sentiment labels, strategic activity (marketing/re…
Save the user's research profile to improve the relevance of future responses. Call this after you understand the user's role, industry, and research needs. The profile persists across sessions — you …
Enable or disable any knowledge graph, supplemental data source, or skill for the user. Use this when the user says "Turn off Paralogy", "Enable igloo", "Disable the economics data", or similar. The c…
Forward user feedback, feature requests, complaints, or exit reasons to the Fodda team via email and Slack. Call this whenever a user shares feedback — including when they want to leave, report a prob…
Create a free Fodda Base account (100 API calls/month across ALL knowledge graphs) and send a confirmation email. GUARDRAIL: only call this AFTER the user has explicitly provided their email and asked…
Explore and brainstorm around a topic using knowledge graph connections. Unlike search (which finds what matches), this tool discovers what CONNECTS — adjacent trends, unexpected cross-domain links, k…
Create a presentation-ready data visualization from research findings. Available chart types: "cultural_shifts" (From→To transitions), "competitive_compass" (brands on 2 axes), "trend_constellation" (…
Create, list, cancel, update, pause, or resume scheduled intelligence briefings. Users can set up autonomous research that runs weekly (Mondays) or daily (Mon-Fri) at 9am in their timezone, delivered …
Extract clean text content from any URL. Use this when a user shares a link (competitor site, news article, client brief, trend report) and wants to cross-reference it against Fodda knowledge graphs. …
Launch an autonomous Deep Research session that combines Fodda knowledge graph intelligence with live web research to produce a comprehensive editorial-quality report. The Research Agent plans its own…
Check if deep research is complete and retrieve the final report. Call this after deep_research_topic — poll every 10 seconds until status is COMPLETE or FAILED.
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 h…
Commission a finished document from an analyst — a skill-based deliverable like a marketing plan, deck review, or trend briefing. Specify offering_key (see the `offerings` list on each analyst from li…
Poll a deliverable commissioned with request_deliverable. Pass the job_id from that response. Returns the current status ("working" | "completed" | "failed") and, once completed, the artifact links to…
Begin the Fodda expert onboarding process. Instruct the agent/LLM to manage expectations immediately. When asking the expert for their topic focus first and then their recency window, explicitly expla…
Submit basic information (name, role, knowledge area) for the expert onboarding process. IMPORTANT: analystId is an internal reference — do not display it to the expert.
Kick off asynchronous background research on your public work for the expert onboarding. The identity is derived from your connector session.
Submit the analyzed voice study and expertise map JSON outputs from the LLM. Once submitted, the next steps in the chain are to call get_detected_themes, then confirm_themes, and finally receive the s…
Fetch the detected themes derived from the expertise analysis and background research. Instruct the agent/LLM that when themes come back, it must reframe the introduction using the ACTUAL number of to…
Confirm the selected themes to generate the interview questionnaire. Instruct the agent/LLM that when themes/topics are confirmed/returned, it must reframe the introduction using the ACTUAL number of …
Check the status of the expert onboarding process. The identity is derived from your connector session. IMPORTANT: analystId is an internal reference — do not display it to the expert.
Schedule your voice interview. You can specify a datetime (UTC ISO string) and localTimeStr (human-readable time, e.g. "Tuesday, July 14 at 3:00 PM EDT"), or request an instant interview now. [SCHEDU…
Check the expert's Fodda earnings.
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How to use
Add to your Claude Desktop / Cursor / Cline MCP config:
{
"mcpServers": {
"fodda_knowledge_graphs": {
"url": "https://mcp.fodda.ai/mcp",
"transport": "streamable-http"
}
}
}