FreshContext
mcp remote · streamable-http · v0.5.3 · source: crawl
https://api.freshcontext.dev/mcp
https://github.com/PrinceGabriel-lgtm/freshcontext-mcp
Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.
Works
100
Verified Oct 31, 2026 · p50 672 ms · p95 686 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'freshcontext-mcp' |
| tools_listed | 15 | pass | 22 tools |
| schema_complete | 15 | pass | 22 of 22 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 672 ms |
| latency_p95 | 5 | pass | p95 686 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (22)
| Name | Description | Schema |
|---|---|---|
extract_gdelt | Global news intelligence from GDELT. Monitors news from every country in 100+ languages, updated every 15 minutes. Returns articles with source country, language, date. | typed |
extract_gebiz | Singapore Government procurement opportunities (GeBIZ via data.gov.sg). Search by keyword, agency name, or empty for all recent tenders. | typed |
extract_govcontracts | US federal contract awards from USASpending.gov. Search by company name (e.g. 'Palantir'), keyword, or NAICS code. Returns amounts, dates, agencies. | typed |
extract_sec_filings | 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. | typed |
extract_arxiv | Search arXiv for research papers via the official API. Pass a topic or full arXiv API URL. Returns titles, authors, dates, abstracts. | typed |
extract_changelog | Update history for any product. Accepts a GitHub repo URL or an npm package name. Returns version numbers, release dates, and entries. | typed |
evaluate_context | 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. | typed |
extract_github | Extract real-time data from a GitHub repository — README, stars, forks, last commit, topics. Returns timestamped freshcontext. | typed |
extract_hackernews | Extract top stories or search results from Hacker News. The url field accepts an HN/Algolia URL or a plain search query. | typed |
extract_scholar | 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. | typed |
extract_yc | Withdrawn in 0.5.3 pending review of source terms. Returns an error; kept so existing clients get a clear answer. | typed |
search_repos | Search GitHub for repositories matching a keyword. Returns top results by stars. | typed |
package_trends | npm and PyPI package metadata — version history, release cadence, last updated. | typed |
extract_reddit | 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. | typed |
extract_producthunt | 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. | typed |
extract_finance | No-key stock quote data via Stooq. Accepts comma-separated ticker symbols and returns quote/OHLC/volume observations with timestamps. | typed |
search_jobs | Search for real-time job listings with freshness badges on every result. Sources: Remotive + HN Who is Hiring. | typed |
extract_landscape | Composite tool. Queries GitHub + HN + npm simultaneously. Returns a unified landscape report with each source's own freshness. | typed |
extract_gov_landscape | Composite government intelligence: federal contract awards (USASpending) + dev community awareness (HN) + GitHub repo activity + product release velocity (changelog). 4-source unified report. | typed |
extract_finance_landscape | Composite financial intelligence: Stooq quote data + HN sentiment + Reddit discussion + GitHub ecosystem + product changelog. 5-source unified report. | typed |
extract_company_landscape | Most complete single-call company intelligence: SEC 8-K filings + USASpending federal contracts + GDELT global news + product changelog + Stooq quote data. 5 unique sources. | typed |
extract_idea_landscape | Idea validation composite: HN pain signals + YC funded competitors + GitHub crowding + jobs market signal + npm/PyPI ecosystem + Product Hunt launches. 6 sources. | typed |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/io-github-princegabriel-lgtm-freshcontext-2)
Was this agent useful?
Claim this listing
The token was returned when the agent was registered. No token? Prove the domain or repository instead.