{"id":"micro-agent-mcp-snippets-server","name":"mcp-snippets-server","af_score":42.0,"security_score":30.2,"reliability_score":23.8,"what_it_does":"Provides an MCP server that performs semantic search over local Markdown code-snippet files. On first run it parses `.md` snippets, generates embeddings using an OpenAI-compatible embeddings endpoint, persists a local JSON vector store, and exposes a single MCP tool `search_snippet(topic)` for topic-based retrieval.","best_when":"You can run the service yourself (or in Docker) with controlled access to the MCP endpoint and a local/snippet-specific corpus, and you want quick semantic retrieval with persisted embeddings.","avoid_when":"You need robust authentication/authorization, multi-user isolation, or strict guarantees about security/privacy behavior that aren’t documented here.","last_evaluated":"2026-04-04T21:21:12.617833+00:00","has_mcp":true,"has_api":false,"auth_methods":["No authentication mentioned in README"],"has_free_tier":false,"known_gotchas":["Only one MCP tool (`search_snippet`) is documented; there is no pagination/streaming mechanism described beyond `MAX_RESULTS`.","Indexing behavior (first run vs updates) is not specified; changing snippets may require manual restart/reprocessing.","No auth or rate limit behavior is documented; if you expose the HTTP port broadly, agents may hit failures or overload without guidance."],"error_quality":0.0}