{"id":"wildcard-official-deepcontext-mcp","name":"deepcontext-mcp","af_score":58.5,"security_score":54.0,"reliability_score":28.8,"what_it_does":"deepcontext-mcp is an MCP server that indexes a local codebase using AST-based parsing (tree-sitter) and builds a hybrid semantic search index (vector similarity + BM25 reranked with Jina). It exposes MCP tools to index code, search code, check indexing status, and clear indexes, enabling coding agents to retrieve more relevant code context than keyword search.","best_when":"You are using MCP-capable coding agents and need fast, high-relevance retrieval of code symbols/chunks from large repositories, especially for mixed “keyword + semantic” queries.","avoid_when":"You cannot run MCP servers (or cannot add MCP to your agent), or you require strict guarantees about how/where code and embeddings are stored/transmitted without documented controls.","last_evaluated":"2026-03-30T13:34:43.989983+00:00","has_mcp":true,"has_api":false,"auth_methods":["Wildcard API key via WILDCARD_API_KEY (hosted backend)"],"has_free_tier":false,"known_gotchas":["Long-running indexing is done via background processes; agents may need to poll get_indexing_status before relying on search results.","Indexing may exclude tests/generated/minified/build outputs; search results may not include those files.","Self-hosting requires API keys for vector storage and embeddings/reranking; hosted mode requires WILDCARD_API_KEY."],"error_quality":0.0}