Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Changed the definition of "search_articles"
⟨33 unchanged words⟩ "title":"Query","type":"string"},"tag":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"description":"optionally keep only articles with this tag, case-insensitive: Agent, Coding, LLM, RAG, MLOps, Cloud, Python, Project, Demo, Guide","title":"Tag"}},"required":["query"],"title": ⟨3 unchanged words⟩
Changed the definition of "get_profile"
⟨139 unchanged words⟩ ":"Twitter Handle","type":"string"},"work_location":{"title":"Work Location","type":"string"}},"required":["name","alternate_name","site_name ⟨7 unchanged words⟩ ","calendar_url","site_url","twitter_handle","socials","work_location"],"title":"Metadata","type":" ⟨70 unchanged words⟩
Added "compare_llm_hosting" and "get_article" (7 tools before, 9 now)
Compare LLM hosting costs — Compare one GKE hosting scenario with managed API baselines using the website calculator. Call with parameters={} for defaults and supported model, node, billing, and quantization choices. Then override URL parameters as strings, e.g. requests=1000, throughput=100, tokens=500. Returns assumptions, USD costs, constraints, dated sources, and a shareable URL. Invalid inputs fail; no resources are provisioned. See /agents#calculator.
Read an article — Read a public article's complete Markdown, dates, canonical URL, and hosted section links. Use a slug from search_articles; unknown and draft articles are unavailable.
Certificate recorded, valid to 2026-12-03
Authorization not required
Changed the definition of "search_articles"
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
{"properties":{"limit":{"default":010,"description":"maximum number of results to ⟨33 unchanged words⟩
Unknown → Live
First tool surface recorded: 7 tools (server version v1.6.0)
https://www.fmind.dev/mcp (mcp_streamable_http) — from mcp_registry, with the record
Showing the latest 9 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed