Fodda Knowledge Graphs

Name: Fodda Knowledge Graphs
Author: piers-fawkes

by piers-fawkesversion 1.46.132i★ –iRuns in the cloud

Registry nameai.fodda/mcp-server

Install

Overview

Description from the maker (original English)

Expert-curated knowledge, brand, research & earnings intelligence — 56 tools, 220+ graphs.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Search & AI memory

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://mcp.fodda.ai/mcp

Run this in your terminal

claude mcp add --transport http fodda https://mcp.fodda.ai/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "fodda": {
      "url": "https://mcp.fodda.ai/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "fodda": {
      "type": "http",
      "url": "https://mcp.fodda.ai/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://mcp.fodda.ai/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain fodda.ai (the registry checks domain ownership)
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Search & AI memoryi

More stars than 0% of the other 7230 servers in this category
Published to the registry more recently than 80% of the other 7230 servers in this category
Basic checks equal to or better than 100% of the other 7230 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Fodda Knowledge Graphs safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.46.132) reached the registry 9 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated 3 days ago

Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 20 days ago

Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated 44 days ago

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

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/ ).

Note: Legacy URL query-string parameter authentication is deprecated and returns HTTP 401 with instructions. Connect via OAuth at https://mcp.fodda.ai/claude or use your tokenized connection URL.

Claude Code (CLI)

# Connect to the curated Claude research connector via OAuth:

claude mcp add --transport http fodda https://mcp.fodda.ai/claude

Or with an API key:

claude mcp add --transport http fodda https://mcp.fodda.ai/claude \ --header "Authorization: Bearer sk_live_..."

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](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

Tool	Description	Deterministic
`list_graphs`	Discover available knowledge graphs, metadata, and routing instructions.	✅
`search_graph`	Hybrid keyword + semantic search across curated graphs for trend clusters and evidence.	❌
`search_statistics`	Search for specific quantitative metrics, indicators, and numeric data points.	❌
`search_insights`	Search expert quotes, qualitative signals, and professional interpretations.	❌
`get_label_values`	Discover valid values for a node label or category.	✅

Traversal & Graph Operations

Tool	Description	Deterministic
`get_neighbors`	Traverse from seed nodes to discover related concept nodes and links.	✅
`get_node`	Retrieve detailed metadata, properties, and attributes for a single node by ID.	✅
`get_evidence`	Retrieve source signals, articles, citations, and provenance for a trend or node.	✅
`discover_adjacent_trends`	Find semantically similar trends to a given trend node.	✅

Intelligence Domains

Tool	Description	Deterministic
`get_domain_intelligence`	Search all PSFK curated domain graphs (retail, beauty, sports, fashion, consumer electronics, F&B) in parallel.	❌
`get_expert_intelligence`	Query specialist industry graphs built by leading strategists and experts.	❌
`get_report_intelligence`	Search institutional report insights from DHL, PwC, Delta, and other partners.	❌

Earnings & Corporate Insights

Tool	Description	Deterministic
`get_earnings_intelligence`	Query management commentary, business guidance, and Q&A from company earnings calls.	❌
`get_earnings_divergence`	Detect deflections, gaps, and divergence between analyst concerns and executive responses in earnings calls.	❌

Brand & Ideation

Tool	Description	Deterministic
`brand_tracker`	Compile a comprehensive Brand Intelligence Profile across all knowledge graphs.	❌
`brainstorm_topic`	Graph-powered brainstorm map discovering unexpected connections and adjacent territories.	❌

Deep Research & Execution Agents

Tool	Description	Deterministic
`deep_research_topic`	Launch an autonomous research session combining graphs with live web search.	❌
`check_research_status`	Check progress or retrieve the final narrative report of a deep research job.	✅
`get_supplemental_context`	Fetch macro context from up to 10 institutional data sources in a single query.	❌
`check_supplemental_status`	Retrieve output from a supplemental context job.	✅
`generate_comms_plan`	2026 Strategy-to-Activation Comms & Retail Media Plan with T1-T5 tasks, 3-layer shopper audience cards, digital shelf intelligence, and activation manifest.	❌

Synthetic Analyst & Visualization

Tool	Description	Deterministic
`list_analysts`	List available Synthetic Analyst expert personas.	✅
`consult_analyst`	Engage a Synthetic Analyst persona to synthesize answers with specialized voice.	❌
`generate_visual`	Generate branded SVG data visualizations (Cultural Shifts, Competitive Compass, Innovation Pathway, etc.).	❌

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

Endpoint	Description
`GET /health`	Health check (`{ "status": "ok", "version": "..." }`)
`POST /mcp`	MCP endpoint — call the standard `tools/list` method on an initialized session to retrieve full tool schemas and capabilities

Authentication

Preferred — HTTP header (used by the directory connection and all header-capable clients). Pass your Fodda API key as a Bearer token:

Authorization: Bearer sk_live_...

The server also accepts the key via an X-API-Key: sk_live_... header.

In MCP request _meta:

{ "_meta": { "authorization": "Bearer sk_live_..." } }

Connection URLs. Web connector clients use personal tokenized connection URLs (https://mcp.fodda.ai/c/ ) generated in your Connections dashboard. Raw keys in URLs are not accepted.

Configuration

Variable	Description	Default
`PORT`	HTTP server port	`8080`
`FODDA_API_URL`	Upstream API base URL	`https://api.fodda.ai`
`FODDA_MCP_SECRET`	HMAC signing secret for API requests	—
`NODE_ENV`	Environment (`development` / `production`)	`production`

Build & Run

npm install

npm run build npm start

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.

# Verify listing

curl "https://registry.modelcontextprotocol.io/v0.1/servers?search=ai.fodda/mcp-server"

Privacy Policy

Full policy: [https://www.fodda.ai/privacy](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: [privacy@fodda.ai](mailto:privacy@fodda.ai).

See the full hosted Privacy Policy (last updated June 16, 2026) for the complete, authoritative terms.

Support

Email: hello@fodda.ai
Account & API keys: app.fodda.ai → Connections
Documentation: fodda.ai

To report a security issue, email [hello@fodda.ai](mailto:hello@fodda.ai) with "SECURITY" in the subject line.

License

Proprietary — fodda.ai

Fodda Knowledge Graphs

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Search & AI memoryi

Common questions

Alternatives

Context7

Codebase Memory

Exa

README from the maker

Fodda MCP Server

Quick Start

Claude (Web & Desktop — Scoped Research Connector)

Claude Code (CLI)

Or with an API key:

Client Setup Guides

Available Tools

Discovery & Search

Traversal & Graph Operations

Intelligence Domains

Earnings & Corporate Insights

Brand & Ideation

Deep Research & Execution Agents

Synthetic Analyst & Visualization

Discovery Endpoints

Authentication

Configuration

Build & Run

Self-Hosting

MCP Registry

Privacy Policy

Support

License