Pavan Madduri — Personal Knowledge MCP Server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| GITHUB_TOKEN | No | For higher GitHub API rate limits (optional — works without it) |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
| logging | {} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| extensions | {
"io.modelcontextprotocol/ui": {}
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| search_contributionsB | Search Pavan's open source contributions by project name. |
| search_articlesB | Search Pavan's published industry articles by keyword, category, or publication. |
| get_expertiseB | Check if Pavan has expertise in a specific technical domain. |
| get_eb1a_evidenceB | Retrieve evidence supporting a specific EB-1A extraordinary ability criterion. |
| get_github_activityA | Fetch Pavan's latest GitHub pull requests (live from GitHub API). |
| get_github_statsA | Fetch Pavan's live GitHub profile statistics (repos, followers, contributions). |
| get_profile_summaryA | Get a comprehensive one-page summary of Pavan Madduri's professional profile. Ideal for AI agents that need a quick overview. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| get_about | Returns a summary bio for Pavan Madduri. |
| get_certifications | Returns Pavan's verified certifications including CNCF Golden Kubestronaut status (all 15 certs + LFCS). |
| get_articles | Returns all 9 published industry articles on CNCF Blog, IEEE ComSoc, CloudNativeNow, PlatformEngineering.com, and d7y.io. |
| get_oss_summary | Returns a high-level summary of open source contributions (26 PRs, 15 projects, 2 foundations). |
| get_cncf_contributions | Returns detailed CNCF project contributions with PR links. |
| get_aswf_contributions | Returns detailed ASWF (Academy Software Foundation) project contributions. |
TDQS
Scored across 7 tools
Each tool targets a distinct aspect: EB-1A evidence, expertise check, GitHub activity vs. stats, profile summary, article search, and contribution search. No functional overlap.
All tools follow a consistent 'verb_noun' pattern in snake_case: get_* for retrieval and search_* for searching. No mixing of conventions.
Seven tools cover the personal knowledge domain without being excessive. Each tool serves a clear purpose, and the count feels well-scoped.
Covers key areas (evidence, expertise, GitHub, articles, contributions) but lacks direct access to a 'projects' or 'skills' list. The profile summary partly compensates, but minor gaps exist.