MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Shlok Bam's portfolio

Ask about Shlok Bam, AI engineer: projects, experience, skills, patents. Live, read-only.

Checks passed
15 / 22

0 failed · 7 not measured

Median response
789 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
10

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 716 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name shlok-bam-portfolio.

  • Pass
    Lists tools

    tools/list returned 10 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 789 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 854 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    8 of 8 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-11-03T14:13:00.391648Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using Shlok Bam's portfolio

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http shlok-bam-s-portfolio https://shlokbam.in/mcp

Capabilities

Tools 10

get_achievements

Shlok's recognition and proof of work: patents (three, as co-inventor: title, status, office, reference number, summary and a link to the document), awards and hackathon results (organiser, date, result, certificate links), certifications (issuer, date, certificate link) and community work (mentoring, volunteering, event anchoring). Returns every part, or only the one named in kind, plus a link to the page on the portfolio that shows them. For jobs and club roles use get_experience.

Discovered
get_activity

What Shlok has been building lately, live from GitHub: commit counts for the last 7 and 30 days, how many repositories he touched this week, and his 12 most recent commits (repository, message, date, link). Only public repositories; scheduled and automated commits (DailyDiff's daily publish, merges) are left out. Cached up to 30 minutes. If GitHub can't be reached it returns {"error", "github"} instead. Takes no input. For what he is focused on this month, see get_profile (rightNow).

Discovered
get_experience

Shlok's work experience (internships), leadership roles (student clubs) and education, each list newest first. Every entry has role, organisation, when, type, what he did (points), the organisation's website and links to certificates where they exist. Takes no input. Pay and confidential client details are not included. For patents, awards and certifications use get_achievements; for projects, list_projects.

Discovered
get_profile

Overview of Shlok Bam: summary, current role, education, location and time zone, what he is open to (roles, relocation), story, headline numbers, what he is focused on this month, contact details (email, phone, contact form) and links (résumé, LinkedIn, GitHub, LeetCode, journal). Takes no input. Call it first for any general question, or for contact details. For his work use list_projects and get_project; for jobs and clubs, get_experience; for anything specific, search_portfolio. Data comes from the live site, refreshed about every 10 minutes. Pay is not included.

Discovered
get_project

Full details of one of Shlok's projects: what it does and how it is built, results and metrics, highlights, tech stack, rank, live GitHub details, and links (live demo, code, blog post, portfolio page, and the case study for DailyDiff). The name is matched case-insensitively, ignoring punctuation: first exactly against the project name, slug or GitHub repository name, then as part of a name ("workforce" finds the Enterprise Workforce Training Platform). If no featured project matches, his public GitHub repositories are tried and GitHub's details are returned with a note. If nothing matches, the result is {"error", "projects": [every project name]} so you can retry with a valid name. Use list_projects first when you don't know the name.

Discovered
get_resume

Links to Shlok's résumé: the PDF download and a web version with the same content, plus his title, summary, current role and education. Takes no input. The résumé itself is in those documents; for the same facts as structured data use get_experience, get_skills and list_projects.

Discovered
get_skills

Shlok's skills in eight groups (Generative AI, LLM evaluation & safety, machine learning, languages, web, databases, cloud & DevOps, core CS), strongest first within each group. Each skill has a level (core, strong, working or exploring) and usedIn: up to six of his projects that list it in their stack or mention it in their write-up (matched by name, so treat it as a pointer, not a complete list). Takes no input. For proof of a skill, open those projects with get_project.

Discovered
get_writing

Shlok's writing, newest first: his technical blog posts (journal: title, date, topic tag, summary, link) and his LinkedIn series "Not What You Think" (short posts on common misconceptions about LLMs, each with part, arc, date, topic, title, summary and link, plus the series' arcs and their status). The topic filter is case-insensitive and matches part of a post's topic, title or summary in both ("agent" finds posts tagged Agents, "token" finds the series part on tokens); leave it empty for everything. No match returns count 0 and empty lists. For the projects the posts describe, use get_project.

Discovered
list_projects

List Shlok's projects in order of importance (the first five are flagships). Each entry has name, slug, field, one-line summary, tech stack, live demo and code links, its page on the portfolio, and live GitHub details (stars, language, topics, last update) when the code is in a public repository. Filters combine (all must match); a filter that matches nothing returns count 0, not an error. GitHub details are cached up to 6 hours and are missing for private repositories or when GitHub can't be reached. Use get_project for one project's full write-up and metrics, and search_portfolio for topics that are not projects (a skill used at work, an award).

Discovered
search_portfolio

Search everything in Shlok's portfolio (projects, experience, leadership, education, patents, awards, certifications, community work, blog posts and LinkedIn series posts) for a word or topic. Returns up to 8 matches, best first, each with its type, title, a snippet and a link; no match returns an empty results list. Use it for specific questions the other tools don't answer directly, such as where he used a technology or whether he has done something. For a known project use get_project; for the full list of projects, list_projects; for jobs, get_experience; for patents and awards, get_achievements.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected716 ms10
Connected861 ms10