M
MCP Directory CURATED DIRECTORY
911 MCP servers indexed
中文
← Back to directory
COMPARE UP TO 4 SERVERS

Compare MCP servers

Compare scores, permissions, risks, and fit in one decision-focused table.

DimensionSleepwalkerAI visibility and content intelligence tools for monitoring and optimizing brand presence in AI search.Basic MemoryYour AI never forgets again.
FMRS56 / 100 · C72 / 100 · B
Reliability10 / 2010 / 20
Security and permissions10 / 2015 / 20
Maintenance11 / 2016 / 20
Documentation13 / 2017 / 20
Setup experience12 / 2014 / 20
Best for
  • SEO and GEO teams needing to understand brand presence in AI search.
  • Developers building AI agents or apps that need access to LLM answers and citation data.
  • Content marketers optimizing for AI visibility.
  • Privacy-conscious developers who want local data storage.
  • Researchers who need AI-assisted management of large note collections.
  • Users of Markdown editors like Obsidian.
Not for
  • Scenarios requiring deep analysis of data beyond public pages (e.g., private systems).
  • Users wanting fully local operation and storage (except the free OKF export, it relies on hosted services).
  • 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).
Required permissions
  • Requires an API key for authentication (except for the free local OKF export).
  • Network access to send requests to the Sleepwalker API and receive results.
  • For OKF export, permission to read the target webpage.
  • 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).
Risks and side effects
  • Usage may incur costs; actions like visibility checks, content scoring, and serialization consume credits.
  • Dependency on external APIs and hosted services; potential service outages or data privacy concerns.
  • Content sent to the API might include sensitive information; ensure compliance with privacy policies.
  • 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.
Supported clientsClaude Desktop, Generic MCP ClientClaude Desktop, Claude Code, Codex, Cursor, VS Code, ChatGPT, Obsidian
Tools621