# saagarpatel.dev Portfolio (remote · mcp.saagarpatel.dev)

Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless.

- Trust score: 66/100 (medium)
- Change this week: +1
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-04

## Components

- remote · `mcp.saagarpatel.dev`: 66/100 (this document), [markdown](https://verifymcp.io/servers/saagpatel-portfolio-mcp/mcp.md), [page](https://verifymcp.io/servers/saagpatel-portfolio-mcp/mcp)
- npm · `saagar-portfolio-mcp`: 66/100, [markdown](https://verifymcp.io/servers/saagpatel-portfolio-mcp/saagar-portfolio-mcp.md), [page](https://verifymcp.io/servers/saagpatel-portfolio-mcp/saagar-portfolio-mcp)

## Channel facts

- Endpoint: `https://mcp.saagarpatel.dev/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.1.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-04.

- **Endpoint Security**: 46/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 8 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS not yet verified: we couldn't determine whether a plaintext access path exists.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 88/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 3334 tokens (~48/item across 69 items; 8 tools + 61 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 30/100
  - Stability observed for 9 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http saagpatel-portfolio-mcp https://mcp.saagarpatel.dev/mcp
```

### Codex

```toml
[mcp_servers.saagpatel-portfolio-mcp]
url = "https://mcp.saagarpatel.dev/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "saagpatel-portfolio-mcp": {
      "type": "remote",
      "url": "https://mcp.saagarpatel.dev/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add saagpatel-portfolio-mcp --url https://mcp.saagarpatel.dev/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  saagpatel-portfolio-mcp:
    url: "https://mcp.saagarpatel.dev/mcp"
```

### Other

```json
{
  "mcpServers": {
    "saagpatel-portfolio-mcp": {
      "type": "http",
      "url": "https://mcp.saagarpatel.dev/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-04 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-03 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 64, −2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-28 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 64, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 64)

First indexed and scored.

## MCP tools (8)

### `search` (~85 tokens)

Search the writing corpus

Full-text (BM25) search across all essays, book chapters, and field notes. Returns ranked matches with a snippet, id, and canonical URL. Pass an id to get_document to read the full text.

Input parameters:

- `limit` (integer): Max results (default 10)
- `query` (string, required): Search terms
- `section` (string): Restrict to one content type

### `get_document` (~61 tokens)

Get a document

Return the full Markdown of one document by id, e.g. "writing/the-handoff" or "book/preface". Get ids from search or list_corpus.

Input parameters:

- `id` (string, required): Document id, e.g. "book/preface"

### `list_corpus` (~57 tokens)

List the corpus

List every document with its id, title, type, date, and word count, plus per-type counts. The table of contents for the whole site. Optionally filter by type.

Input parameters:

- `type` (string): Filter by content type

### `get_profile` (~45 tokens)

Get profile

Return Saagar Patel's profile: name, one-line summary, site, and the about / now / uses pages. Start here to understand who this is and what they work on.

### `list_projects` (~72 tokens)

List projects

List the curated, public projects with stack, status, last-active date, and test/CI signals, plus anonymized portfolio-wide aggregates. Optionally filter by status.

Input parameters:

- `limit` (integer): Max projects
- `status` (string): Filter by status, e.g. "active" or "archived"

### `list_repo_profiles` (~79 tokens)

List repo profiles

List public-safe repo answering profiles with repo id, attention state, freshness, and proof counts. Profiles are static artifacts baked from saagarpatel.dev, not live repo health.

Input parameters:

- `attentionState` (string): Filter by attention state, e.g. "active-infra" or "decision-needed"
- `limit` (integer): Max profiles

### `get_repo_profile` (~62 tokens)

Get repo profile

Return one public-safe repo answering profile by repo_id, including purpose, safe commands, agent surfaces, proof refs, freshness, exclusions, limitations, and integrity metadata.

Input parameters:

- `repoId` (string, required): Repo profile id, e.g. "githubrepoauditor"

### `get_operant_results` (~66 tokens)

Get OPERANT benchmark results

Return the public, sanitized OPERANT results: per-model operator-calibration-score (OCS) profiles, the headline figures, and the calibration-profiles (not a flat leaderboard) framing. Sourced from the published OPERANT mirror. Returns availability=false if no dataset was baked.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/saagpatel-portfolio-mcp/mcp#diagnostics

## Score history

- 2026-08-04: 66
- 2026-08-03: 65
- 2026-08-02: 64
- 2026-08-01: 64
- 2026-07-31: 64
- 2026-07-30: 66
- 2026-07-29: 66
- 2026-07-28: 65
- 2026-07-27: 64
- 2026-07-26: 64

## Links

- Remote endpoint: https://mcp.saagarpatel.dev/mcp
- Repository: https://github.com/saagpatel/portfolio-mcp
- Website: https://saagarpatel.dev/
- Changelog RSS feed: https://verifymcp.io/servers/saagpatel-portfolio-mcp/mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/saagpatel-portfolio-mcp/mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/saagpatel-portfolio-mcp/mcp