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io.github.PrinceGabriel-lgtm/freshcontext

REMOTE · FRESHCONTEXT-MCP.GIMMANUEL73.WORKERS.DEV · 2 COMPONENTS · SCANNED SEP 20

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

0 this week 74 Trust /100
Trust breakdown (7 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 → Why this is hard to score →

Endpoint Security46
Transport & Reachability100
Schema Quality & AI Usability77
  • 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 Management100
  • No destabilizing schema changes in the last 30 days.Pass
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
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 22 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 22 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

How do I install the io.github.PrinceGabriel-lgtm/freshcontext MCP server?

io.github.PrinceGabriel-lgtm/freshcontext is a hosted endpoint at https://freshcontext-mcp.gimmanuel73.workers.dev/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · freshcontext-mcp.gimmanuel73.workers.dev

# add to Claude Code
claude mcp add --transport http princegabriel-lgtm-freshcontext 'https://freshcontext-mcp.gimmanuel73.workers.dev/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "princegabriel-lgtm-freshcontext": {
      "url": "https://freshcontext-mcp.gimmanuel73.workers.dev/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "princegabriel-lgtm-freshcontext": {
      "type": "http",
      "url": "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"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "princegabriel-lgtm-freshcontext": {
      "Transport": "http",
      "Url": "https://freshcontext-mcp.gimmanuel73.workers.dev/mcp"
    }
  }
}
# add to Vellum
assistant mcp add princegabriel-lgtm-freshcontext -t streamable-http -u '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 Sept 26 0
    • Server version: 0.4.0 → 0.5.1 functional
  • 26 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 25 Aug 26 +1
    • Stability: 0.97 → pass security
  • 23 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.

  • 11 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 31 Jul 26 0
    • 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 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 27 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
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 20 Sept 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 23 Aug 2026 21 Nov 2026 ECDSA 256 ECDSA-SHA384 516c6d59c73e724f9b1df1af5bfbd9a80f2
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

Background: What to check on a remote MCP endpoint →

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

Background: How OAuth 2.1 works in the 2026 MCP spec →

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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

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.

NameTypeReqDescription
intentstringyesIntent Profile id, e.g. citation_check, student_research, developer_adoption, job_search, market_watch, business_due_diligence, medical_literature_triage.
nowstringOptional ISO timestamp for deterministic evaluation.
profilestringyesSource Profile id, e.g. academic_research, jobs_opportunities, market_finance, official_docs, local_custom.
signalsarrayyesCandidate 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.

NameTypeReqDescription
urlstringyesSearch 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.

NameTypeReqDescription
urlstringyesGitHub 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.

NameTypeReqDescription
companystringyesCompany name e.g. 'Palantir', 'Anthropic'
github_urlstringOptional GitHub repo or org URL for changelog accuracy
tickerstringStock 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.

NameTypeReqDescription
urlstringyesTicker 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.

NameTypeReqDescription
company_namestringCompany name for HN/Reddit/GitHub searches
github_querystringGitHub search query or repo URL
tickersstringyesOne 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.

NameTypeReqDescription
urlstringyesQuery: 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.

NameTypeReqDescription
urlstringyesKeyword, 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.

NameTypeReqDescription
urlstringyesFull 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.

NameTypeReqDescription
github_urlstringOptional GitHub repo URL for the company
querystringyesCompany 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.

NameTypeReqDescription
urlstringyesCompany 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.

NameTypeReqDescription
urlstringyesHN 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.

NameTypeReqDescription
ideastringyesYour 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.

NameTypeReqDescription
topicstringyesProject 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.

NameTypeReqDescription
urlstringyesSearch 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.

NameTypeReqDescription
urlstringyesSubreddit 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.

NameTypeReqDescription
urlstringyesGoogle 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.

NameTypeReqDescription
urlstringyesCompany 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.

NameTypeReqDescription
urlstringyesYC 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.

NameTypeReqDescription
packagesstringyesPackage 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.

NameTypeReqDescription
max_lengthnumber
querystringyesJob 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.

NameTypeReqDescription
querystringyesSearch query e.g. 'mcp server typescript'

No output schema declared.

No examples provided.

Common questions

What is the io.github.PrinceGabriel-lgtm/freshcontext MCP server?

io.github.PrinceGabriel-lgtm/freshcontext is an MCP server listed in the public MCP registry as io.github.PrinceGabriel-lgtm/freshcontext. Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals. This page covers its hosted endpoint (https://freshcontext-mcp.gimmanuel73.workers.dev/mcp).

Is the io.github.PrinceGabriel-lgtm/freshcontext MCP server safe to use?

io.github.PrinceGabriel-lgtm/freshcontext scores 74 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the io.github.PrinceGabriel-lgtm/freshcontext MCP server expose?

io.github.PrinceGabriel-lgtm/freshcontext exposes 22 tools: evaluate_context, extract_github, extract_hackernews, extract_scholar, extract_yc, and 17 more. Their descriptions and schemas cost roughly 1,539 tokens of context every time the server is loaded.

Does the io.github.PrinceGabriel-lgtm/freshcontext MCP server require authentication?

No. We connected to io.github.PrinceGabriel-lgtm/freshcontext without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the io.github.PrinceGabriel-lgtm/freshcontext MCP server still maintained?

io.github.PrinceGabriel-lgtm/freshcontext is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.