| FMRS | 30 / 100 · D | 74 / 100 · B | 72 / 100 · B |
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| Reliability | 6 / 20 | 11 / 20 | 10 / 20 |
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| Security and permissions | 6 / 20 | 15 / 20 | 15 / 20 |
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| Maintenance | 6 / 20 | 17 / 20 | 16 / 20 |
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| Documentation | 6 / 20 | 17 / 20 | 17 / 20 |
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| Setup experience | 6 / 20 | 14 / 20 | 14 / 20 |
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| Best for | - Developers and teams who want to monitor and command AI coding agents from anywhere.
- Users who need to run multiple long-running tasks with automatic crash recovery.
- Users who prefer Telegram or Discord as their control interface.
| - Developers needing quick, API-key-free web search capabilities
- Privacy-conscious users who prefer local search execution
- AI application development with Claude Desktop or Claude Code
| - Privacy-conscious developers who want local data storage.
- Researchers who need AI-assisted management of large note collections.
- Users of Markdown editors like Obsidian.
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| Not for | - Users looking for an officially maintained MCP server (AgEnD is not an official product).
- Users who need native Windows support (only macOS and Linux are supported).
- Users who want new features without breaking changes (new features are in pre-alpha agend-terminal).
| - Enterprise applications requiring high-scale, reliable search APIs
- Users needing advanced search features like custom ranking or filters
- Accessing sites blocked by TLS fingerprinting without installing the optional browser backend
| - Users needing cloud sync and mobile access (unless using the paid cloud service).
- Minimalists who want zero configuration.
- Scenarios requiring large-scale vector databases and complex retrieval (local SQLite may be insufficient).
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| Required permissions | - All CLI backends run with --dangerously-skip-permissions (or equivalent), meaning agents can execute arbitrary code.
- Access to the file system, network, and command execution is required.
- Optional: Groq API key for voice message transcription.
| - Outbound network access to DuckDuckGo and other websites
- Reads environment variables for SafeSearch, region, and CA certificates
- Optionally reads a CA certificate file (for TLS-intercepting proxies)
| - Read and write to the local filesystem (default: ~/basic-memory).
- Perform file and directory operations (create, edit, delete).
- Access local SQLite database (or Postgres/Milvus if configured).
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| Risks and side effects | - Agents run with full permissions, posing security risks from mistakes or malicious instructions.
- Cost risk: Without daily spending limits, agents might incur unexpected charges.
- The project is in maintenance mode, so new features are not developed and vulnerabilities may remain unfixed.
| - Search endpoints may occasionally return empty results or errors, especially when blocked
- Content fetching may be subject to SSRF protection, blocking private or loopback addresses by default
- Misuse could lead to rate limiting or IP blocking
| - Tools have write operations that may unintentionally modify or delete notes.
- Edit operations may overwrite existing content, though there are protections.
- Semantic search and reranking features may require model downloads, adding latency.
- Local data backups are the user's responsibility.
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| Supported clients | | Claude Desktop, Claude Code | Claude Desktop, Claude Code, Codex CLI, Cursor, VS Code, ChatGPT, Obsidian |
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| Tools | 0 | 2 | 21 |
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