Alternatives to Symbols MCP

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
A
AndroJack MCP
59Fair
Android engineering MCP server with verified documentation grounding and AI validation tools.
Registryvikas979321 stars
T
twitterapi-io-mcp
59Fair
Offline access to TwitterAPI.io docs for AI assistants. 67 endpoints, 32 pages, 24 blog posts.
Registrydorukardahan346/wk