Firmament

Alternatives to Firmament

Same category, ordered by trust score.

• C

  Codebase Memory

  77Good

  Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

  Registrydeusdata46.7K stars
• A

  Astria

  71Good

  Turn any codebase into a queryable knowledge graph — offline-first, zero API keys.

  Registrynodesify3 stars381/wk
• D

  doc-scraper

  69Good

  Crawl documentation sites into local corpora agents can search, read, and diff fully offline.

  Registrysriram-pr107 stars
• E

  Elfsight AI Chatbot

  68Good

  Read conversations, leads, knowledge base and analytics of your Elfsight AI Chatbot widgets.

  RegistryRemoteelfsight2 stars2 tools
• G

  gitlab-mcp

  62Good

  GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

  Registryzereight2K stars96.2K/wk
• A

  Apple Docs 2.0 MCP

  60Good

  Apple developer docs, Human Interface Guidelines and 1,700 WWDC sessions with code for AI assistants

  Registrymishafyi1.1K/wk