Google tells you what exists. Faceabot tells you what holds up.
AST-based semantic code search: 33 tools, 35 languages, call tracing, impact analysis
Package oci :ghcr.io/verivus-oss/sqry:4.8.16 · website · measurements and detailsAST-based semantic code search: 39 tools over 37 languages. Call tracing and impact analysis.
Package cargo :sqry-mcp · website · measurements and detailsLocal-first semantic code search across all your repos. Private context for AI coding assistants.
Package npm :@paparats/cli · website · measurements and detailsSemantic search over local folders of code and docs, with a code-search encoder running on your CPU.
Package npm :blackwindow-weave-mcp · website · measurements and detailsOSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.
MCP endpoint :https://mcp.example4.ai/mcp · website · measurements and detailsMedical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.
MCP endpoint :https://medical-rag-mcp-test-513943347567.europe-west1.run.app/mcp · website · measurements and detailsRead-only semantic search MCP server for Obsidian vaults using local Ollama embeddings.
Package npm :@dalecb/obsidian-semantic-mcp · website · measurements and detailsSemantic search for Historical Soundscapes. Search eventos, entities, filters. Cross-lingual ES/EN.
MCP endpoint :https://www.historicalsoundscapes.com/mcp/api/ · website · measurements and detailsCode intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages.
MCP endpoint :https://maguyva.tools/mcp · website · measurements and detailsHybrid semantic and keyword code search for coding agents.
Package npm :@takara-ai/miru-code · website · measurements and detailsVersioned documentation registry and semantic search for AI tools and coding assistants.
MCP endpoint :https://api.llmref.org/v1/mcp · website · measurements and detailsWhole-repo code graph for AI agents: impact analysis, dead code, cycles, semantic search — 14 tools.
MCP endpoint :https://mcp.idencify.com/mcp · website · measurements and detailsProject memory, semantic code search, and grounded agent context.
MCP endpoint :https://mcp.contextstream.io/mcp · website · measurements and detailsLocal semantic code search with Git history. Works offline, no API key needed.
Package pypi :code-memory · website · measurements and detailsPrivate persistent memory for Claude, ChatGPT & Gemini via MCP - semantic search, zero-code setup.
MCP endpoint :https://app.nexsus.com.au/mcp · website · measurements and detailsToken-efficient code review knowledge graph: semantic search and call-graph resolution.
Package pypi :better-code-review-graph · website · measurements and detailsMultilingual semantic SVG icon search with previews for AI coding agents. 20,000+ icons.
MCP endpoint :https://mcp.supericons.dev/mcp · website · measurements and detailsA semantic search engine for files and code.
Package pypi :vexor · website · measurements and detailsLocal code search for AI coding agents: hybrid keyword + semantic + SQL over an index in your repo.
Package npm :@infino-ai/code-context · website · measurements and detailsMCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, recommendations.
Package pypi :s2-mcp-server · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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