io.github.PrinceGabriel-lgtm/freshcontext

REMOTE · FRESHCONTEXT-MCP.GIMMANUEL73.WORKERS.DEV · 2 COMPONENTS · SCANNED AUG 3

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

Available components

remote · freshcontext-mcp.gimmanuel73.workers.dev 62 npm · freshcontext-mcp 35

+2 this week 62 62 Trust /100

Trust breakdown (6 categories)

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. How we score →

Endpoint Security46

The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
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. See how to fix → View diagnostics → Unverified
HTTPS not yet verified: we couldn't determine whether a plaintext access path exists. View diagnostics → Unverified
HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail

Transport & Reachability100

Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass

Schema Quality & AI Usability71

AI-judged instruction clarity (good).Pass
Tool/resource definitions use about 1539 tokens (~69/item across 22 items; 22 tools + 0 resources), lean.Pass
Usage-examples check failed: none of the tools include examples. See how to fix → Fail

Stability & Change Management27

Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial

Tool Coverage99

100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
97% of tool parameters carry a description.Partial

Capabilities100

Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · freshcontext-mcp.gimmanuel73.workers.dev

Claude Codex opencode OpenClaw Hermes Other

# add to Claude Code

claude mcp add --transport http princegabriel-lgtm-freshcontext https://freshcontext-mcp.gimmanuel73.workers.dev/mcp

# ~/.codex/config.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
    }
  }
}

# add to OpenClaw

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

# ~/.hermes/config.yaml

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

// mcp.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 we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

3 Aug 26 +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.
1 Aug 26 +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.
31 Jul 26 −2
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
30 Jul 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
28 Jul 26 +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.
27 Jul 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
26 Jul 26 59

First indexed and scored.

Show 6 earlier entries Hide earlier entries

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://freshcontext-mcp.gimmanuel73.workers.dev/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject	Issuer	Valid from	Valid until	Key	Signature	Serial
CN=gimmanuel73.workers.dev	CN=YE2,O=Let's Encrypt,C=US	25 Jun 2026	23 Sept 2026	ECDSA 256	ECDSA-SHA384	5e2952413681e441c1e92599f70622c4ca2
SANs: *.gimmanuel73.workers.dev, gimmanuel73.workers.dev
CN=YE2,O=Let's Encrypt,C=US (CA)	CN=Root YE,O=ISRG,C=US	3 Sept 2025	2 Sept 2028	ECDSA 384	ECDSA-SHA384	4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA)	CN=ISRG Root X2,O=Internet Security Research Group,C=US	13 May 2026	2 Sept 2032	ECDSA 384	ECDSA-SHA384	872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA)	CN=ISRG Root X1,O=Internet Security Research Group,C=US	13 May 2026	2 Sept 2032	ECDSA 384	SHA256-RSA	6c8f1dc727c7117f7baf853ac980f9cd

DNSSEC insecure

Validation of freshcontext-mcp.gimmanuel73.workers.dev. — Not signed

Zone	DS	Keys	Algorithms	Outcome
.	trust_anchor	20326, 38696	8, 8	Verified
dev.	present	60074	8	Verified
workers.dev.	absent			Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation

Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result	No authorisation required
HTTP status	200

Transports 2 probes

Transport	URL	Outcome	Status	Location
streamable-http	https://freshcontext-mcp.gimmanuel73.workers.dev/mcp	Verified	200
http (plaintext)	http://freshcontext-mcp.gimmanuel73.workers.dev/mcp	Inconclusive	406

MCP tools — 22 exposed · ~1,539 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens

evaluate_context ~159

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 Output Examples

Name	Type	Req	Description
intent	string	yes	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	yes	Source Profile id, e.g. academic_research, jobs_opportunities, market_finance, official_docs, local_custom.
signals	array	yes	Candidate context items provided by the caller. FreshContext evaluates these; it does not retrieve them.

No output schema declared.

No examples provided.

extract_arxiv ~66

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

Input Output Examples

Name	Type	Req	Description
url	string	yes	Search query e.g. 'temporal retrieval', or a full arXiv API URL

No output schema declared.

No examples provided.

extract_changelog ~58

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

Input Output Examples

Name	Type	Req	Description
url	string	yes	GitHub repo URL or npm package name e.g. 'react'

No output schema declared.

No examples provided.

extract_company_landscape ~100

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 Output Examples

Name	Type	Req	Description
company	string	yes	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

No output schema declared.

No examples provided.

extract_finance ~62

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

Input Output Examples

Name	Type	Req	Description
url	string	yes	Ticker symbol(s) e.g. 'AAPL' or 'MSFT,GOOG'

No output schema declared.

No examples provided.

extract_finance_landscape ~103

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

Input Output Examples

Name	Type	Req	Description
company_name	string	—	Company name for HN/Reddit/GitHub searches
github_query	string	—	GitHub search query or repo URL
tickers	string	yes	One or more ticker symbols e.g. 'PLTR' or 'PLTR,MSFT'

No output schema declared.

No examples provided.

extract_gdelt ~62

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 Output Examples

Name	Type	Req	Description
url	string	yes	Query: company name, topic, or keyword

No output schema declared.

No examples provided.

extract_gebiz ~55

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

Input Output Examples

Name	Type	Req	Description
url	string	yes	Keyword, agency, or empty for latest tenders

No output schema declared.

No examples provided.

extract_github ~59

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

Input Output Examples

Name	Type	Req	Description
url	string	yes	Full GitHub repo URL e.g. https://github.com/owner/repo

No output schema declared.

No examples provided.

extract_gov_landscape ~81

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

Input Output Examples

Name	Type	Req	Description
github_url	string	—	Optional GitHub repo URL for the company
query	string	yes	Company name, keyword, or NAICS code

No output schema declared.

No examples provided.

extract_govcontracts ~63

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

Input Output Examples

Name	Type	Req	Description
url	string	yes	Company name, keyword, or NAICS code

No output schema declared.

No examples provided.

extract_hackernews ~74

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

Input Output Examples

Name	Type	Req	Description
url	string	yes	HN URL e.g. https://news.ycombinator.com/news, Algolia API URL, or search query e.g. 'browser agents'

No output schema declared.

No examples provided.

extract_idea_landscape ~62

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

Input Output Examples

Name	Type	Req	Description
idea	string	yes	Your idea, problem space, or keyword

No output schema declared.

No examples provided.

extract_landscape ~52

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

Input Output Examples

Name	Type	Req	Description
topic	string	yes	Project idea or keyword e.g. 'mcp server'

No output schema declared.

No examples provided.

extract_producthunt ~54

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 Output Examples

Name	Type	Req	Description
url	string	yes	Search query or PH topic URL

No output schema declared.

No examples provided.

extract_reddit ~73

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 Output Examples

Name	Type	Req	Description
url	string	yes	Subreddit name e.g. 'r/MachineLearning' or search URL

No output schema declared.

No examples provided.

extract_scholar ~60

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 Output Examples

Name	Type	Req	Description
url	string	yes	Google Scholar search URL

No output schema declared.

No examples provided.

extract_sec_filings ~63

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 Output Examples

Name	Type	Req	Description
url	string	yes	Company name, ticker, or keyword

No output schema declared.

No examples provided.

extract_yc ~81

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 Output Examples

Name	Type	Req	Description
url	string	yes	YC URL e.g. https://www.ycombinator.com/companies?query=mcp

No output schema declared.

No examples provided.

package_trends ~54

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

Input Output Examples

Name	Type	Req	Description
packages	string	yes	Package name(s) e.g. 'langchain' or 'npm:zod,pypi:fastapi'

No output schema declared.

No examples provided.

search_jobs ~56

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

Input Output Examples

Name	Type	Req	Description
max_length	number	—	—
query	string	yes	Job search query e.g. 'typescript remote'

No output schema declared.

No examples provided.

search_repos ~42

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

Input Output Examples

Name	Type	Req	Description
query	string	yes	Search query e.g. 'mcp server typescript'

No output schema declared.

No examples provided.

On this page

Handy links

Scoring key

80+ high trust
60–79 medium
below 60 low

How we score

Score history · last 30 days

26 Jul 3 Aug

Day	Score
26 Jul	59
27 Jul	60
28 Jul	61
29 Jul	61
30 Jul	62
31 Jul	60
1 Aug	61
2 Aug	61
3 Aug	62