Connection check
verified live · 27h ago
msp-portfolio
MCP server for Mikhail (ManSio)'s engineering portfolio: projects, principles, lab, evidence.
Tools
18
GitHub stars
—
Installs / wk
—
Licence
—
Transport
streamable-http
Last checked
27h ago
Tools & capabilities
18 toolsRead from the running server on 27h ago.
analyze_stack
read-only
required_skills*
Compare the owner's stack against a job's required skills. Returns per-skill match with evidence and coverage. Compare the owner's stack against a job's required skills. Returns per-skill match with evidence and coverage.
get_antipatterns
read-only
Get the owner's antipattern museum — real engineering mistakes with why they were bad, how they were fixed, and the lesson. Read-only, closed world. Get the owner's antipattern museum — real engineering mistakes with why they were bad, how they were fixed, and the lesson. Read-only, closed world.
get_articles
read-only
Get recent Dev.to articles with reading time, tags and links. Get recent Dev.to articles with reading time, tags and links.
get_commit_history
read-only
Get recent commit history across the owner's public repos (hourly snapshot). Use it to answer 'what has he been building lately' or 'show the hardest bugs he has fixed'. Get recent commit history across the owner's public repos (hourly snapshot). Use it to answer 'what has he been building lately' or 'show the hardest bugs he has fixed'.
get_diary
read-only
Get the owner's engineering diary — incidents, root causes, fixes and guards, each tagged with a pattern (NEW vs recurring). Use it to answer 'what broke and how did you fix it' or… Get the owner's engineering diary — incidents, root causes, fixes and guards, each tagged with a pattern (NEW vs recurring). Use it to answer 'what broke and how did you fix it' or 'show your hardest debugging session'. Read-only, closed world.
get_engineering_principles
read-only
Get engineering principles with real examples and A/B-style counterfactuals. Get engineering principles with real examples and A/B-style counterfactuals.
get_experiments
read-only
Get the owner's engineering experiments — hypothesis, command, raw result and verdict (confirmed/refuted/partial) for each. Use it to answer 'what did you measure' or 'show me an e… Get the owner's engineering experiments — hypothesis, command, raw result and verdict (confirmed/refuted/partial) for each. Use it to answer 'what did you measure' or 'show me an experiment you ran'. Includes negative results (approaches that failed). Read-only, closed world.
get_issue_detail
read-only
id*
Get the full detail of a single known issue by its ID (e.g. 'KI-109'). Drills into one open problem: status, temperature, owner, linked source and the raw problem statement. Return… Get the full detail of a single known issue by its ID (e.g. 'KI-109'). Drills into one open problem: status, temperature, owner, linked source and the raw problem statement. Returns a clear not-found with the available IDs if the ID does not match. Read-only, closed world.
get_known_issues
read-only
Get the owner's known-issues board — open debt with status, temperature (stable/watching) and deadlines. Use it to answer 'what's still broken' or 'what are you working on'. Read-o… Get the owner's known-issues board — open debt with status, temperature (stable/watching) and deadlines. Use it to answer 'what's still broken' or 'what are you working on'. Read-only, closed world.
get_profile
read-only
Get the owner's professional profile summary, plus nextSteps — concrete ways to continue (contact channels, GitHub, MCP connect). Use it as the first tool in an interview. Get the owner's professional profile summary, plus nextSteps — concrete ways to continue (contact channels, GitHub, MCP connect). Use it as the first tool in an interview.
get_projects
read-only
filter
Get portfolio projects with stack, highlights, and decision logs. Optional filter by stack tag. Get portfolio projects with stack, highlights, and decision logs. Optional filter by stack tag.
get_timeline
read-only
Get the engineering decision timeline. Get the engineering decision timeline.
search_projects
read-only
query*
Free-text search across portfolio projects — name, tagline, description, stack and decision-log rationale. Returns matched projects with a score and the fields that matched. Use wh… Free-text search across portfolio projects — name, tagline, description, stack and decision-log rationale. Returns matched projects with a score and the fields that matched. Use when a fixed stack-tag filter is too narrow (e.g. 'RAG', 'latency', 'Zed'). Read-only, closed world.
simulate_architecture
read-only
scenario*project_id*
Simulate how a project's architecture behaves under a scenario (load spike, node loss, cache cold, LLM saturation). Returns latency percentiles per load and bottleneck analysis. Simulate how a project's architecture behaves under a scenario (load spike, node loss, cache cold, LLM saturation). Returns latency percentiles per load and bottleneck analysis.
verify_article
read-only
query*
Verify an article against the primary source (Dev.to): does the owner have a published article matching the query? Fetches the live Dev.to API for the owner's articles and returns… Verify an article against the primary source (Dev.to): does the owner have a published article matching the query? Fetches the live Dev.to API for the owner's articles and returns the real title/date/reactions/url when found — or an honest 'not found'. Use it to ground claims like 'he wrote about agent memory' in the platform's data instead of the portfolio's own words. Read-only, open world (network fetch).
verify_claim
read-only
claim*
Ground a claim about the owner against the portfolio's data (profile, projects, principles, timeline, antipatterns, experiments, diary, known issues). Deterministic: returns the ev… Ground a claim about the owner against the portfolio's data (profile, projects, principles, timeline, antipatterns, experiments, diary, known issues). Deterministic: returns the evidence records that support the claim (with source paths) and a supported verdict. Use it before asserting a fact about the owner, or to check what an answer was based on.
verify_package
read-only
package*
Verify an npm package against the primary source (registry.npmjs.org): does it exist, latest version, publish date, description, license, maintainers — and is the owner among them?… Verify an npm package against the primary source (registry.npmjs.org): does it exist, latest version, publish date, description, license, maintainers — and is the owner among them? Use it to ground claims like 'he published an npm package' in the registry's data instead of the portfolio's. Honest 'not found' when the package does not exist. Read-only, open world (network fetch).
verify_repo
read-only
repo*readme