MCP.Market

Proofsource MCP server

online · 100% uptime
by proofsource.co·co.proofsource/proofsource·v1.0.0

AI visibility: which buyer questions name your brand in ChatGPT, Perplexity, Claude, AI Overviews.

B81/100grade B
What users say
No reviews yet
Be the first
Safety scan
B81/100

full report

Adoption
Growing

0 stars

Reviews

Write one

Nobody has reviewed Proofsource yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Proofsource tools (14, 1 write)

write = sends, deletes, buys or posts
  • add_brandFree

    Start measuring a brand: does ChatGPT, Perplexity, Claude or Google AI mention it, and who does AI recommend instead? Give the brand's website (or its app store, Google Maps, YouTube or Instagram link). Proofsource reads the site, picks the buyer questions, and starts the first scan across the AI engines. Reading the site takes 1-2 minutes; if it is still running, call again with the same link and it picks up the same run, never a second one. Returns the brand_id; then use get_scan_status.

  • create_promptwrite actionFree

    Adds a buyer question to a topic so Proofsource asks it on every engine in the plan from the next run. Counts toward the plan's question limit. Calling again with the same text returns the existing question, never a duplicate.

  • get_changesFree

    What moved over the window: the daily mention-rate trend, how much the engines' answers changed, notable changes on competitors' websites, and new pages about the category.

  • get_citationsFree

    The websites AI answers cite for the brand's buyer questions, ranked by share of citations and by how many answers cite them, and where the brand's own site ranks.

  • get_competitorsFree

    The competitors AI answers name for the brand's buyer questions, per engine, with each one's share of voice against the brand and how it changed over the window.

  • get_fix_verificationFree

    Each fix marked shipped for the brand with its mention rate before and after and a verdict: moved (beyond normal answer churn), within_noise, or awaiting_samples. Fixes marked "Not a fix" are left out; auto-detected page changes carry source auto_detected.

  • get_report_linkFree

    A link to the brand's AI visibility report to share with a team or client: how often AI answers mention the brand, which competitors they name instead, and which sources they cite. Returns the newest finished report's own unlisted link. Reports are built automatically after a brand's first scan.

  • get_scan_statusFree

    Progress of a brand's first scan after add_brand: the stage, how many AI answers are in out of how many expected, per engine, and when it should finish. Once complete, use get_visibility for the results.

  • get_visibilityFree

    How often ChatGPT, Perplexity, Claude and Google AI mention the brand when buyers ask about its category. by=engine (default): mention rate, share of voice, average position, citation share and sentiment per engine, with the change from the previous period. by=question: each buyer question's mention rate and rank.

  • list_brandsFree

    The brands this Proofsource workspace tracks in AI answers, with ids and websites. Call first; every other tool takes a brand_id.

  • list_fix_opportunitiesFree

    The gaps that keep AI engines from citing or recommending the brand, each with its evidence and the suggested fix. Gives the gap_id mark_fix_shipped needs.

  • list_topicsFree

    The topics and buyer questions Proofsource asks ChatGPT, Perplexity, Claude and Google AI for a brand. Gives the topic_id create_prompt needs.

  • mark_fix_shippedFree

    Records that a fix shipped, against a gap_id from list_fix_opportunities or a published content_draft_id, so get_fix_verification can measure whether it moved the brand's mention rate. Calling again with the same fix and description returns the existing record.

  • see_exampleFree

    Shows what Proofsource measures, without signing in: a real visibility card for one example brand (Tesla), from answers Proofsource collected from ChatGPT, Perplexity, Claude and Google AI Overviews. It shows how often AI answers mention the brand, per engine, which competitors they name instead, and sample answers. Use it when someone asks whether their brand shows up in AI answers and has not signed in. It always shows the example brand; to check their own brand they sign in.

Public scan report

scanner v0.1.10 · 2026-10-13 · same rubric, same numbers if you re-run it

1 high
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 379ms20/20
  • Tool poisoning14 tool descriptions checked15/15
  • Auth qualityopen endpoint exposes 1 write-action tools with no auth3/15
  • Maintenancelast push 1 days ago15/15
  • Maintainer identityendpoint served from the registry-verified namespace domain8/10

Findings (1)

  • highWrite-action tools reachable without authenticationauth.open-write
Overall 81/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Proofsource compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
81/100
higher than 67% of 3,472 Web search servers
Tools
14
the typical Web search server has 5
Tools that change things
7%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote Web search server answers 100%
Response time
94 ms
faster than 88% of 2,237 Web search servers

What its tools let an agent do: 11 read · 2 create · 1 change

Install Proofsource in Claude Code, Cursor or VS Code

claude mcp add --transport http proofsource https://app.proofsource.co/v1/mcp
Add to Cursor

What the publisher says

From the Proofsource repository's README, as published. We do not edit it. Read it on GitHub

Proofsource for Claude

Proofsource measures how AI assistants talk about your brand. It asks ChatGPT, Perplexity, Claude and Google AI Overviews the questions your buyers ask, and shows how often you are mentioned, which competitors are recommended instead, and which sources the answers cite.

This plugin connects Claude to your Proofsource workspace and adds two skills:

  • ai-visibility-audit: a sourced summary of your AI visibility, competitors, cited sources and recent changes.
  • fix-plan: a prioritized plan from your open gaps, plus tracking new buyer questions and shipped fixes (always asks first).

Install

/plugin marketplace add lcbasu/proofsource-plugins
/plugin install proofsource@proofsource-plugins

Then run /mcp, pick proofsource and sign in with your Proofsource account. Try: "Is my brand mentioned in ChatGPT answers?"

Connect without the plugin

The connector URL is https://app.proofsource.co/v1/mcp (OAuth 2.1; you sign in with your Proofsource email and a one-time code).

  • Claude (web or Desktop): Settings → Connectors → Add custom connector → paste the URL → Connect.
  • ChatGPT: Settings → Apps & Connectors → Advanced → turn on Developer mode → Create → paste the URL, choose OAuth.
  • Claude Code: claude mcp add --scope user --transport http proofsource https://app.proofsource.co/v1/mcp, then /mcp to sign in.
  • Cursor, VS Code, Cline, Windsurf and other MCP clients: add a remote (Streamable HTTP) server with the URL above; see llms-install.md.

Also listed in the official MCP Registry as co.proofsource/proofsource (server.json).

Full guide: https://proofsource.co/docs/chatgpt-and-claude

Tools

Read: listbrands, listtopics, getvisibility, getcompetitors, getcitations, getchanges, listfixopportunities, getfixverification, getscanstatus, getreportlink, seeexample (works without signing in). Write (your workspace only, by your plan and role): addbrand, createprompt, markfix_shipped.

New accounts with a work email get two free scans. Personal email addresses get an account without scans.

Support: https://proofsource.co/contact · Privacy: https://proofsource.co/privacy · Terms: https://proofsource.co/terms

Nothing above is checked by us. What we check is on the safety report.

Proofsource: common questions

Is Proofsource MCP server safe?
Mostly: it is graded B (81/100). Read the Proofsource safety report
How do I install Proofsource?
It runs remotely at app.proofsource.co. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Proofsource need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Proofsource maintained?
The last commit was 20 days ago (2026-10-13). The latest release is v1.0.0.
Is Proofsource up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Proofsource?
Servers from other publishers that do the same job: Perplexity API Platform (moved to ai.perplexity/mcp-server), Perplexity API Platform MCP server and Keyline Icons MCP server.
How does Proofsource compare with other Web search MCP servers?
safety score 81/100 (higher than 67% of 3,472 Web search servers); tools 14 (the typical Web search server has 5); tools that change things 7% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Proofsource

Same job from other publishers: the closest match first, then the best rated.

  • Perplexity API Platform (moved to ai.perplexity/mcp-server)
    Real-time web search, reasoning, and research through Perplexity's API
    A
  • Perplexity API Platform
    Real-time web search, reasoning, and research through Perplexity's API
    A
  • Keyline Icons
    Search Keyline Icons by name and get any icon's SVG source or React import. No key, no network.
    A
  • Vadivam Icons
    Search 24px outline icons by name, tag, or category and get SVG or framework code.
    A
  • GEO Tracker by DigestSEO
    Track brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit.
    B