# io.github.PrinceGabriel-lgtm/freshcontext (remote · freshcontext-mcp.gimmanuel73.workers.dev)

Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals.

- Trust score: 62/100 (medium)
- Change this week: +2
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `freshcontext-mcp.gimmanuel73.workers.dev`: 62/100 (this document), [markdown](https://verifymcp.io/servers/princegabriel-lgtm-freshcontext/freshcontext-mcp.md), [page](https://verifymcp.io/servers/princegabriel-lgtm-freshcontext/freshcontext-mcp)
- npm · `freshcontext-mcp`: 35/100, [markdown](https://verifymcp.io/servers/princegabriel-lgtm-freshcontext/freshcontext-mcp-2.md), [page](https://verifymcp.io/servers/princegabriel-lgtm-freshcontext/freshcontext-mcp-2)

## Channel facts

- Endpoint: `https://freshcontext-mcp.gimmanuel73.workers.dev/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.3.17`

## 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 2026-08-03.

- **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 22 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**: 71/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 1539 tokens (~69/item across 22 items; 22 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 99/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 97% 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 princegabriel-lgtm-freshcontext https://freshcontext-mcp.gimmanuel73.workers.dev/mcp
```

### Codex

```toml
[mcp_servers.princegabriel-lgtm-freshcontext]
url = "https://freshcontext-mcp.gimmanuel73.workers.dev/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "princegabriel-lgtm-freshcontext": {
      "type": "remote",
      "url": "https://freshcontext-mcp.gimmanuel73.workers.dev/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add princegabriel-lgtm-freshcontext --url https://freshcontext-mcp.gimmanuel73.workers.dev/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  princegabriel-lgtm-freshcontext:
    url: "https://freshcontext-mcp.gimmanuel73.workers.dev/mcp"
```

### Other

```json
{
  "mcpServers": {
    "princegabriel-lgtm-freshcontext": {
      "type": "http",
      "url": "https://freshcontext-mcp.gimmanuel73.workers.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.

### 2026-08-03 (score 62, +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.

### 2026-08-01 (score 61, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 60, −2)

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

### 2026-07-30 (score 62, +1)

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

### 2026-07-28 (score 61, +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 60, +1)

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

### 2026-07-26 (score 59)

First indexed and scored.

## MCP tools (22)

### `evaluate_context` (~159 tokens)

Evaluate caller-provided candidate context and return decision-ready output. This is the primary FreshContext judgment path: it does not fetch, crawl, scrape, browse, read folders, or call adapters.

Input parameters:

- `intent` (string, required): Intent Profile id, e.g. citation_check, student_research, developer_adoption, job_search, market_watch, business_due_diligence, medical_literature_triage.
- `now` (string): Optional ISO timestamp for deterministic evaluation.
- `profile` (string, required): Source Profile id, e.g. academic_research, jobs_opportunities, market_finance, official_docs, local_custom.
- `signals` (array, required): Candidate context items provided by the caller. FreshContext evaluates these; it does not retrieve them.

### `extract_github` (~59 tokens)

Extract real-time data from a GitHub repository — README, stars, forks, last commit, topics. Returns timestamped freshcontext.

Input parameters:

- `url` (string, required): Full GitHub repo URL e.g. https://github.com/owner/repo

### `extract_hackernews` (~74 tokens)

Extract top stories or search results from Hacker News. The url field accepts an HN/Algolia URL or a plain search query.

Input parameters:

- `url` (string, required): HN URL e.g. https://news.ycombinator.com/news, Algolia API URL, or search query e.g. 'browser agents'

### `extract_scholar` (~60 tokens)

Extract research results (title, authors, year, snippet) from a Google Scholar search URL. Scholar exposes only the publication year, not an exact date, so freshness confidence is capped at medium.

Input parameters:

- `url` (string, required): Google Scholar search URL

### `extract_yc` (~81 tokens)

Scrape YC company listings from a ycombinator.com/companies search URL. Returns name, batch, status, tags, and description per company. Freshness is unknown — YC listings carry no reliable per-company update date.

Input parameters:

- `url` (string, required): YC URL e.g. https://www.ycombinator.com/companies?query=mcp

### `search_repos` (~42 tokens)

Search GitHub for repositories matching a keyword. Returns top results by stars.

Input parameters:

- `query` (string, required): Search query e.g. 'mcp server typescript'

### `package_trends` (~54 tokens)

npm and PyPI package metadata — version history, release cadence, last updated.

Input parameters:

- `packages` (string, required): Package name(s) e.g. 'langchain' or 'npm:zod,pypi:fastapi'

### `extract_reddit` (~73 tokens)

Extract recent posts from a subreddit (e.g. 'r/MachineLearning') or a Reddit search/listing URL. Returns title, subreddit, author, score, comment count, and post date per result.

Input parameters:

- `url` (string, required): Subreddit name e.g. 'r/MachineLearning' or search URL

### `extract_producthunt` (~54 tokens)

Extract recent Product Hunt launches by keyword/topic search or a PH URL. Returns name, tagline, votes, comment count, topics, and launch date per result.

Input parameters:

- `url` (string, required): Search query or PH topic URL

### `extract_finance` (~62 tokens)

No-key stock quote data via Stooq. Accepts comma-separated ticker symbols and returns quote/OHLC/volume observations with timestamps.

Input parameters:

- `url` (string, required): Ticker symbol(s) e.g. 'AAPL' or 'MSFT,GOOG'

### `search_jobs` (~56 tokens)

Search for real-time job listings with freshness badges on every result. Sources: Remotive + HN Who is Hiring.

Input parameters:

- `max_length` (number)
- `query` (string, required): Job search query e.g. 'typescript remote'

### `extract_landscape` (~52 tokens)

Composite tool. Queries GitHub + HN + npm simultaneously. Returns a unified landscape report with each source's own freshness.

Input parameters:

- `topic` (string, required): Project idea or keyword e.g. 'mcp server'

### `extract_arxiv` (~66 tokens)

Search arXiv for research papers via the official API. Pass a topic or full arXiv API URL. Returns titles, authors, dates, abstracts.

Input parameters:

- `url` (string, required): Search query e.g. 'temporal retrieval', or a full arXiv API URL

### `extract_changelog` (~58 tokens)

Update history for any product. Accepts a GitHub repo URL or an npm package name. Returns version numbers, release dates, and entries.

Input parameters:

- `url` (string, required): GitHub repo URL or npm package name e.g. 'react'

### `extract_gdelt` (~62 tokens)

Global news intelligence from GDELT. Monitors news from every country in 100+ languages, updated every 15 minutes. Returns articles with source country, language, date.

Input parameters:

- `url` (string, required): Query: company name, topic, or keyword

### `extract_gebiz` (~55 tokens)

Singapore Government procurement opportunities (GeBIZ via data.gov.sg). Search by keyword, agency name, or empty for all recent tenders.

Input parameters:

- `url` (string, required): Keyword, agency, or empty for latest tenders

### `extract_govcontracts` (~63 tokens)

US federal contract awards from USASpending.gov. Search by company name (e.g. 'Palantir'), keyword, or NAICS code. Returns amounts, dates, agencies.

Input parameters:

- `url` (string, required): Company name, keyword, or NAICS code

### `extract_sec_filings` (~63 tokens)

SEC 8-K filings via EDGAR full-text search. 8-K = legally mandated material event disclosures (CEO changes, M&A, breaches). Pass company name, ticker, or keyword.

Input parameters:

- `url` (string, required): Company name, ticker, or keyword

### `extract_gov_landscape` (~81 tokens)

Composite government intelligence: federal contract awards (USASpending) + dev community awareness (HN) + GitHub repo activity + product release velocity (changelog). 4-source unified report.

Input parameters:

- `github_url` (string): Optional GitHub repo URL for the company
- `query` (string, required): Company name, keyword, or NAICS code

### `extract_finance_landscape` (~103 tokens)

Composite financial intelligence: Stooq quote data + HN sentiment + Reddit discussion + GitHub ecosystem + product changelog. 5-source unified report.

Input parameters:

- `company_name` (string): Company name for HN/Reddit/GitHub searches
- `github_query` (string): GitHub search query or repo URL
- `tickers` (string, required): One or more ticker symbols e.g. 'PLTR' or 'PLTR,MSFT'

### `extract_company_landscape` (~100 tokens)

Most complete single-call company intelligence: SEC 8-K filings + USASpending federal contracts + GDELT global news + product changelog + Stooq quote data. 5 unique sources.

Input parameters:

- `company` (string, required): Company name e.g. 'Palantir', 'Anthropic'
- `github_url` (string): Optional GitHub repo or org URL for changelog accuracy
- `ticker` (string): Stock ticker for finance data

### `extract_idea_landscape` (~62 tokens)

Idea validation composite: HN pain signals + YC funded competitors + GitHub crowding + jobs market signal + npm/PyPI ecosystem + Product Hunt launches. 6 sources.

Input parameters:

- `idea` (string, required): Your idea, problem space, or keyword

## Diagnostics

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

## Score history

- 2026-08-03: 62
- 2026-08-02: 61
- 2026-08-01: 61
- 2026-07-31: 60
- 2026-07-30: 62
- 2026-07-29: 61
- 2026-07-28: 61
- 2026-07-27: 60
- 2026-07-26: 59

## Links

- Remote endpoint: https://freshcontext-mcp.gimmanuel73.workers.dev/mcp
- Repository: https://github.com/PrinceGabriel-lgtm/freshcontext-mcp
- Changelog RSS feed: https://verifymcp.io/servers/princegabriel-lgtm-freshcontext/freshcontext-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/princegabriel-lgtm-freshcontext/freshcontext-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/princegabriel-lgtm-freshcontext/freshcontext-mcp