"Understanding how memory is stored or memory storage methods" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Reads what was agreed and answers whether a new request is Included, citing only confirmed lines.
One board for every AI you use: agents claim tasks and finish with proof you accept or return.
Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring), the Demand Score™, and the Build/Pivot/Kill verdict™. Includes 7 tools: ask a free-form question, get the validation framework, get product details, explain demand signals, compare validation approaches, get data-source
raumnebenan.de is a resource hub focused on actionable product thinking for product owners, product designers, business analysts, product managers, agile coaches, and user researchers. The site provides clear, structured guides and tools to help teams understand users, identify opportunities, validate ideas, and deliver products that create real user and business value.
Validate a product idea with real ad traffic from your coding agent. Create an idea, draft the brief and ad creative, and read the market read without leaving Claude Code, Codex, or OpenCode. 18 tools, all read-or-prepare; no tool can spend money. Docs: https://www.idea-launch.io/mcp
Generate contextual prompts and reusable agent skills, evaluate prompts with the 16-dimension Prompt Score, and manage saved work in PromptDrive. Twelve MCP tools also provide authorized access to private Memory for source-grounded answers. Connect over Streamable HTTP using OAuth 2.1 and PKCE. Generation consumes account quota and automatically saves successful results; Memory access follows account permissions and plan limits.
Find competitors, trace how they grew, watch what they ship — plus your Search Console.
Understand how AI platforms represent their brand, identify visibility gaps and growth opportunities.
Minds is a synthetic market research platform. This MCP server lets ChatGPT, Claude, and Cursor build Audiences from a brief, run durable Studies and Question Blocks, compare segments, and export results. OAuth 2.1 or Minds API key.
An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.
Explore Upforge services and evidence, or submit a prototype for a human-approved static fit check.
Audit any App Store or Google Play listing: measured ranks, keyword gaps, draft copy. Read-only.
Build, inspect and read adaptive A/B tests. Config travels in the URL; no account or API key needed.
A directory of product launch platforms: where your product qualifies and how each form is filled.
Create and edit roadmaps with JSON or markup; share edit and view links from AI agents.
Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.
Appbot has analysed App Store and Google Play reviews for over a decade, across every category and language. The AI behind this connector is trained on our corpus of 400M+ real reviews. Connect your App Store and Google Play apps, and Claude queries your review data directly instead of working from raw text. MCP access is included on Appbot's Large and Premium plans.
Your product team's shared strategic memory — an MCP server your AI tools reason over.
Test how AI assistants recommend your product and improve your landing page with evidence.
OpenRevenue analytics MCP: projects, stats, visitors, funnels, and goals via API key or OAuth.
