Fodda Knowledge Graphs

Name: Fodda Knowledge Graphs
Author: piers-fawkes

作者：piers-fawkes版本 1.46.132i★ –i在云端运行

注册名称ai.fodda/mcp-server

安装

概览

作者提供的说明（英文原文）

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

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数：意见、测量和人气是不同的东西。

用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
我们的基础检查i3 项中通过 3 项依据公开信息检查；尚未扫描代码
使用情况i非常新★ –

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

连接方式: 在云端运行
传输方式: Streamable HTTP
分类: 搜索与 AI 记忆

安装

选择你使用的 AI 应用，然后复制设置。

安装之前

基础检查：3 项中通过 3 项
在作者的服务器上运行：你向它提出的内容会经过他们的服务器。
注册中心没有列出需要填写的密钥。

你需要

在云端运行无需安装任何东西，通过互联网连接

你用的是哪个应用？

ClaudeClaude CodeCursorVS CodeChatGPT

在上方选择你的应用。我们会记住它，下次按钮会显示“安装到 …”。

适用于网页版、桌面版和手机版 Claude：

打开 Settings → Connectors
点击 Add custom connector
粘贴下面的地址，然后点击 Add
如果要求登录，请登录作者的服务

https://mcp.fodda.ai/mcp

在终端中运行这条命令

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

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json，或 ~/.cursor/mcp.json

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

浏览器会先询问是否打开应用，然后应用会显示设置并请你确认。密钥的值会留空，由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

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

浏览器会先询问是否打开应用，然后应用会显示设置并请你确认。密钥的值会留空，由你自己填写。

ChatGPT 只能连接互联网上的服务器：

打开网页版 ChatGPT → Settings → Connectors (Apps)
点击 Create 或 Add（部分套餐需要先在 Advanced 中开启 Developer mode）
粘贴下面的地址，起个名字，然后保存
如果要求登录，请登录作者的服务

https://mcp.fodda.ai/mcp

菜单名称可能因套餐和版本不同而略有差异。

你的选择通过 Cookie 保存在这台设备上，无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同，请以 README 为准。

它能做什么

服务器要求先登录，才会列出它的工具。

基础检查i

我们检查的是任何人都能看到的信息；我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日

✓ 通过
作者与仓库一致
注册名称已通过域名 fodda.ai 验证（注册中心会核实域名所有权）
… 尚未检查
仍在维护
我们还没有从 GitHub 读取这个仓库
… 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
✓ 通过
端点有响应
在 132 毫秒内响应（HTTP 401）
✓ 通过
使用 OAuth 登录
声明支持 OAuth 登录，你的 AI 应用可以带你去登录
… 尚未检查
工具描述中没有隐藏指令
尚未检查；我们会在检查端点时读取工具列表

与“搜索与 AI 记忆”中的其他服务器比较i

星标数多于此分类中其他 5716 个服务器的 0%
发布到注册中心的时间比此分类中其他 5716 个服务器的 78% 更新
基础检查结果等于或优于此分类中其他 5716 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时，星标数才计入。

常见问题

Fodda Knowledge Graphs 安全吗？

它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前，请先看看这个服务器要求哪些权限，并使用只具备所需权限的密钥。

它需要哪些密钥或代码？

注册中心没有列出必需的密钥，不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端？

它在作者的云端运行。通过互联网连接，无需安装，但你发送的内容会经过作者的服务器。

它还在维护吗？

GitHub 仓库最后更新于–，最新版本（1.46.132）于11天前进入注册中心。

哪些应用可以使用它？

支持 MCP 的应用，例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接，所以接受远程 MCP 服务器的应用也可以使用，例如开启开发者模式的 ChatGPT。

有什么可以替代它？

同一分类中有：Context7, Codebase Memory, Exa

替代选择

同一分类中其他作者的服务器，按星标数排序。

如何看卡片：↓ 每周下载量i★ GitHub 星标i三大支柱：评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Context7

Up-to-date docs for AI agents

作者：upstash广泛使用↓ 97.3万/周★ 6.4万前天更新

电脑或云端

安装

Codebase Memory

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

作者：DeusData广泛使用↓ 1.8万/周★ 4.8万22天前更新

在你的电脑上运行

安装

Exa

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

作者：exa-labs广泛使用★ 52132个月前更新

在云端运行✓ exa.ai

安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

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