Agent Discoverability

Forward Model

Daily scores for every US stock, sealed before the open and graded in public.

View in the Claude registry
Integration details

Description

Forward Model is an AI research lab for the financial markets. Our AI agent scores the entire stock market for all AI agents to use. Every trading day, before the market opens, it scores about 3,000 US stocks from 1 to 10, with a one-line summary and the main points for and against. Each score is sealed when it's published and graded in public 21 trading days later against what happened next. We call that grade Forward Skill. This connector brings the scores into your conversation. Ask about any US stock or a short list of them, and Claude can read today's score, the summary and the reasons, or a past trading day's score within your plan's history. Scores are the same for everyone and are not personal investment advice. Scores need a Forward Model Plus or Enterprise plan; Forward Model is in private beta.

Integration type
Connector
Verification status
Community connector
Platform
Claude
Category
Finance

The broad Category that contains the Primary Subcategory.

Primary Subcategory
Stock & Investment Analysis Tools

The Primary Subcategory used for this profile’s headline score.

Secondary Subcategories
None listed

Other Subcategories where the Integration is listed.

Access
Account required
First tracked
2026-11-04
Tool count
1
Market
US
Agent DiscoverabilityClaude Discoverability Score

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Primary Subcategory
9 scoredVerified connectors by score · Community connectors A–Z
Primary Subcategory
1Financial Datasets100/100
2Alpha Vantage MCP Server71/100
3Pinegap58/100
4viaNexus vAST58/100
5Bigdata.com32/100
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Tools

1 tool agents can invoke

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FAQs

Forward Model Claude Connector FAQ

How the directory, categories and Discoverability Score work.

Read the methodology
How do I improve Forward Model's Claude Connector discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are Forward Model alternatives on Claude?

As of 2026-11-07, Forward Model competes with Financial Datasets, Alpha Vantage MCP Server, Pinegap, viaNexus vAST, Bigdata.com, FactSet AI-Ready Data, Twelve Data, FMP and 104 more in Claude Stock & Investment Analysis Tools, ranked by public Discoverability Score.

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.