Fodda Knowledge Graphs
io.github.piers-fawkesPublished by GitHub account piers-fawkesv1.30.0Updated Oct 24, 2026
Expert-curated knowledge graphs for AI agents — retail, beauty, sports, plus institutional data
The publisher's own server: Fodda Brand Intelligence
Overview
Gives an assistant read-only access to Fodda's expert-curated knowledge graphs for retail, beauty, sports, earnings, and institutional research.
- What you can do
- Exposes a research suite of roughly 30 tools for searching and traversing curated knowledge graphs: graph discovery, hybrid keyword and semantic search, statistics and insight search, node and neighbor traversal, and evidence retrieval with provenance. Additional tools cover domain and expert intelligence, institutional report data, company earnings commentary and divergence analysis, brand profiling, brainstorming, deep research sessions, synthetic analyst personas, and SVG data visualizations. A scoped read-only connector variant suppresses administrative and onboarding tools.
- When to use it
- Useful when an assistant needs curated market, trend, brand, or earnings intelligence rather than open web results, for example trend research, competitive and brand analysis, or synthesizing institutional reports. Worth adding if you already work with PSFK-style retail, beauty, sports, or consumer datasets and want them queryable in chat.
- Requirements
- Runs as a local npm package (fodda-mcp) over stdio, or connects to the hosted endpoint. Requires a Fodda API key supplied as FODDA_API_KEY or an Authorization Bearer header; OAuth via the hosted connector is also supported. Optional settings include FODDA_API_URL, PORT, FODDA_MCP_SECRET, and NODE_ENV. Node.js and network access to the Fodda API are needed.
Installation
In SourceWeft
- Open Fodda Knowledge Graphs in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
README
Fodda MCP Server
Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and partner datasets via the Model Context Protocol.
Quick Start
Claude (Web & Desktop — Scoped Research Connector)
Fodda provides a dedicated scoped endpoint optimized for research and expert advisory in Claude: https://mcp.fodda.ai/claude. It exposes a curated 30-tool suite (knowledge graphs, company earnings transcripts, macroeconomic data, synthetic analyst consultation, and commissioned deliverables) with all internal administrative and expert-onboarding mutators suppressed.
- In Claude, go to Settings → Connectors → Add custom connector
- Enter Name: Fodda and URL:
https://mcp.fodda.ai/claude - Authorize via Clerk OAuth (supports Google/LinkedIn SSO and email code) — your account is auto-provisioned with 100 free trial credits
- Start querying market intelligence, earnings divergence, and expert graphs
Alternatively, you can connect using your personal tokenized URL from app.fodda.ai → Connections (format: https://mcp.fodda.ai/c/<your-token>).
Note: Legacy URL query-string parameter authentication is deprecated and returns HTTP 401 with instructions. Connect via OAuth at
https://mcp.fodda.ai/claudeor use your tokenized connection URL.
Claude Code (CLI)
Client Setup Guides
For complete setup guides across all supported clients — Claude Web, Claude Code, Claude Enterprise, ChatGPT, OpenAI Responses API, Cursor, Gemini, and custom agents — visit https://www.fodda.ai/connect.
Available Tools
The Fodda MCP server exposes a rich suite of 30 tools to search, analyze, brainstorm, and visualize trends, expert-curated knowledge graphs, and corporate documents.
Discovery & Search
Traversal & Graph Operations
Intelligence Domains
Earnings & Corporate Insights
Brand & Ideation
Deep Research & Execution Agents
Synthetic Analyst & Visualization
Note on Dynamic Partner Skills: When partner skills (such as Paralogy or Igloo) are enabled for a user's account, additional specialized tools (e.g.
paralogy_analyze_trends, ideation tools) are dynamically registered on the MCP server and made available automatically.Note on System Utilities: The server also registers several helper and account management utilities (e.g.,
get_my_account,toggle_graph_preference,update_user_profile,manage_scheduled_reports,send_feedback) to allow the AI assistant to query subscription status, manage scheduled briefings, or save personalization settings directly.
Discovery Endpoints
Authentication
Preferred — HTTP header (used by the directory connection and all header-capable clients). Pass your Fodda API key as a Bearer token:
The server also accepts the key via an X-API-Key: sk_live_... header.
In MCP request _meta:
Connection URLs. Web connector clients use personal tokenized connection URLs (https://mcp.fodda.ai/c/<token>) generated in your Connections dashboard. Raw keys in URLs are not accepted.
Configuration
Build & Run
Self-Hosting
- Docker:
docker build -t fodda-mcp . && docker run -p 8080:8080 -e PORT=8080 fodda-mcp - Cloud Run:
./deploy_cloud_run.sh - Kubernetes: See
deployment/k8s/ - Terraform: See
deployment/terraform/
MCP Registry
This server is published to the Official MCP Registry as ai.fodda/mcp-server.
Privacy Policy
Full policy: https://www.fodda.ai/privacy
Summary of how the Fodda MCP server handles data (the hosted policy is authoritative):
- What we collect. Account information (name, email, organization) to manage your account; usage data — API queries (query text, graph accessed, timestamps) logged for billing, service improvement, and abuse prevention; and standard technical data (IP, browser type, referral URLs). We do not store the full content of AI-generated responses. Your API key authenticates requests and is never returned in tool output.
- How it's used. To provide and improve the Services, process billing, enforce rate
limits and prevent abuse, communicate support/service updates, and meet legal
obligations. Requests are proxied to the Fodda API (
https://api.fodda.ai) over TLS. - Third-party sharing. We do not sell your personal information. Data is shared only with service providers (e.g. payment processors, cloud hosting) under confidentiality agreements, or when required by law.
- AI model training. Fodda does not use your queries or data to train AI models. Knowledge graphs are expert-curated, not generated from user interactions.
- Retention. Account information is retained while your account is active; query logs are retained for billing and analytics. You may request account/data deletion via the contact below.
- Security. TLS-encrypted connections, API-key authentication, and secure cloud infrastructure.
- Contact. Privacy inquiries: [email protected].
See the full hosted Privacy Policy (last updated June 16, 2026) for the complete, authoritative terms.
Support
- Email: [email protected]
- Account & API keys: app.fodda.ai → Connections
- Documentation: fodda.ai
To report a security issue, email [email protected] with "SECURITY" in the subject line.
License
Proprietary — fodda.ai
Source: README.md at commit f0381ed
Tools
0Version history
1- v1.30.0LatestSep 16, 2026
Score
40% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 days25 pts
Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.
- Auth declared10 pts
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts
Declare a license in the repository or the registry entry.
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