Use Cases

Give Auditors A Dependency-free Verifier For Autonomous Agent Transactions

1 project

Give Chatgpt Tool Access To The Local Task Files, Terminal And Approvals Via Mcp

1 project

Give Chatgpt/claude/codex Shared Company Context Over Mcp

1 project

Give Claude Code A Web-scraping Skill

1 project

Give Claude Code Eyes Via The Pixelbrowse Screenshot Skill

1 project

Give Claude Code Or Codex Homelab Admin Tools

1 project

Give Claude Code Or Other Agents Live Web Search Via Mcp

1 project

Give Claude Code, Codex Or Claude Desktop Reliable Biomedical Tool Access

1 project

Give Claude Code, Codex Or Cursor A Repo Map Via Mcp Or Cli

1 project

Give Claude Code, Cursor Or Codex Web Search And Url Reading Tools

1 project

Give Claude Code, Cursor, Codex, Or Opencode Local Semantic Search Over Project

1 project

Give Claude Code/codex Persistent Cross-session Memory

1 project

Give Claude Code/cursor Long-term Memory Via Mcp

1 project

Give Claude Desktop/codex Plugin Access To Local Linkedin Session

1 project

Give Claude Desktop/cursor Persistent Long-term Memory Across Sessions

1 project

Give Claude, Chatgpt And Cursor One Shared Persistent Memory

1 project

Give Claude/codex/cursor Persistent Memory Across Sessions

1 project

Give Claude/cursor Live A-share, HK And US Stock Quotes

1 project

Give Claude/cursor Live Web Search And Full Page Content

1 project

Give Cli Coding Agents Durable Long-term Memory Across Sessions

1 project

Give Coding Agents (claude Code, Codex, Cursor) One Shared Mcp Runtime

1 project

Give Coding Agents (kiro, Cline, Cursor, Windsurf, VS Code) Live Aws Documentati

1 project

Give Coding Agents A Shared Structured Database Instead Of Chat Memory

1 project

Give Coding Agents Access To Code And Web Search

1 project

Give Coding Agents Accurate Rails Schema And Model Details

1 project

Give Coding Agents Cited Answers About A Codebase

1 project

Give Coding Agents Code Structure, Symbol, And Reference Lookups

1 project

Give Coding Agents Cross-session Long-term Memory

1 project

Give Coding Agents Current Api References

1 project

Give Coding Agents Durable Long-term Memory That Compounds Across Sessions

1 project

Give Coding Agents Fast Structural Code Search Instead Of Grep/read Loops

1 project

Give Coding Agents Ide-grade Semantic Code Retrieval Via Mcp

1 project

Give Coding Agents Image/video Generation Skills

1 project

Give Coding Agents Like Claude Code, Cursor And Windsurf Persistent Memory Over

1 project

Give Coding Agents Memory Across Sessions

1 project

Give Coding Agents Memory Of Past Mistakes Across Sessions

1 project

Give Coding Agents Persistent Cross-session Memory

1 project

Give Coding Agents Persistent Local Memory Over Docs Via Mcp

1 project

Give Coding Agents Persistent Long-term Memory

1 project

Give Coding Agents Persistent Memory Across Chat Sessions

1 project

Give Coding Agents Persistent Memory Over A Markdown Notes Folder

1 project

Give Coding Agents Persistent Project Memory Across Sessions And Compaction

1 project

Give Coding Agents Persistent Structural Memory Of A Codebase

1 project

Give Coding Agents Relevant Code Context

1 project

Give Coding Agents Searchable Context From Screen And Audio History

1 project

Give Coding Agents Skills To Build, Test, And Release Servers

1 project

Give Coding Agents Source-backed Context For Debugging And Implementation

1 project

Give Coding Agents Structural Context Without Loading Whole Files

1 project

Give Coding Agents Structured Code Perception Instead Of Whole-file Reads

1 project

Give Coding Agents Structured Codebase Context

1 project

Give Coding Assistants Direct Access To A Redis Data Store

1 project

Give Coding Assistants Domain-specific Expert Roles (frontend, Backend, Sre)

1 project

Give Coding Assistants Mem0 Sdk Knowledge Via Skills

1 project

Give Coding Assistants Voltagent Docs Via The Mcp Docs Server

1 project

Give Computer-use Agents Linux-parity Shell Behavior On Windows Hosts

1 project

Give Each AI Coworker Its Own Browser With Isolated Logins

1 project

Give Each Agent A Named Identity With Least-privilege Profiles

1 project

Give Each Agent A Real Email Address

1 project

Give Each Agent Its Own Llm And Fallback Model

1 project

Give Each Agent Persistent Memory And Identity Across Runtimes

1 project

Give Ide Assistants (vs Code, Visual Studio, Intellij, Eclipse) Cloud Tool Acces

1 project

Give Llm Agents A Real Computer To Operate

1 project

Give Llm Agents Access To Chinese A-share Historical And Real-time Quotes

1 project

Give Llm Agents Browser Control Via Mcp

1 project

Give Llm Agents Grounded, Certified Context About Enterprise Data

1 project

Give Llm Agents Lifelong Long-term Memory

1 project

Give Llm Agents Persistent Memory And Emotional State With A 3D Body

1 project

Give Llm Agents Real-time Web Search

1 project

Give Llm Agents Unified Web Search Across Multiple Providers

1 project

Give Llm Chats Cross-session Memory Of Projects And Preferences

1 project

Give Llms Controlled Filesystem Access

1 project

Give Specific Time Estimates For Tasks

1 project

Give Terminal Agents Persistent Long-term Memory Across Sessions

1 project

Giving AI Agents Trusted, Access-controlled Context Via Mcp

1 project

Giving AI Coding Agents Deep Codebase Context

1 project

Giving Cli Coding Agents (claude Code, Codex) Browser Access

1 project

Giving Coding Agents (claude Code, Codex) A Browser Via Mcp

1 project

Global Summarization And Theming Across Large Corpora

1 project

Global Vs Local Graph-based Retrieval Queries

1 project

Go-to-definition And Find-references Via Lsp

1 project

Goal-directed Path Search Over Neo4j Graphs

1 project

Goal-driven Web Navigation

1 project

Gohighlevel Crm Read/update Workflows

1 project

Going From Notebook Experimentation To Production Scripts

1 project

Golden Report Subscription With Threshold Alerting

1 project

Google Ads Account Audit And Wasted-spend Detection

1 project

Google Calendar And Gmail Management By Voice

1 project

Google Flights Search Automation

1 project

Govern AI Agent Writes Through Named Audited Actions

1 project

Govern Agent Identity, Authorization, And Policy At Enterprise Scale

1 project

Govern And Intercept AI Agent Tool Calls

1 project

Govern And Proxy All Mcp Server Access Through One Gateway

1 project

Govern Mcp Servers And Tools Through A Policy-evaluating Gateway

1 project

Govern Tool Access With Rbac, Read-only Hints And Role Whitelists

1 project

Govern Tool Calls With Policy Admission, Cost Ceilings, Pii Redaction

1 project

Govern Which Tools An Agent Can Reach Per Server/agent/chat

1 project

Governance Policies (allow/ask/deny) Over Capabilities

1 project

Governed Agent Actions With Approval Tiers And Action Receipts

1 project

Governed Cross-fleet Recall With Trust Tiers And Policy

1 project

Governed Tool Calls With Approvals And Credential Brokering

1 project