MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Launchfiles

Launchfiles hosted MCP: free page radars (design UX, search repair, deploy trust) + workspace tools.

Checks passed
11 / 22

3 failed · 8 not measured

Median response
470 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
15

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
220
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 470 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name launchfiles-agent.

  • Pass
    Lists tools

    tools/list returned 15 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 470 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 470 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    53 of 134 parameters have a description (40%). The bar is 80%.

  • Fail
    Safety hints

    15 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-10-13T08:03:21.274706Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Launchfiles

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http launchfiles https://launchfiles.app/api/mcp

Capabilities

Tools 15

get_portfolio_agent_feedback_summary

Retrieves the central LaunchFiles portfolio agent feedback ledger, per-product friction counts, blocker counts, and proposed AX Repair Work Orders across all 24 portfolio products.

Discovered
get_vertical_redesign_spec

Retrieves or compiles the fail-closed vertical redesign specification, parameterized environmental design physics, and launchfiles_domain_lock_v3 artifact for a registered slug or caller-supplied domain_lock_manifest.

Discovered
launchfiles_billing_create_checkout

Create provider-agnostic agent checkout. Returns payment_url and/or x402 challenge plus poll_url. Poll until paid to receive agent_api_key once. Does not debit credits or publish.

Discovered
launchfiles_billing_list_providers

List payment providers available for agent checkout (id, enabled, mode, rails). Discover-only; does not spend or mutate ledger.

Discovered
launchfiles_billing_poll_checkout

Poll an agent checkout until settled. When paid, returns agent_api_key once and, for page_draft_long, an unlock_token. Does not spend.

Discovered
launchfiles_poll_agent_key

Collect the lf_agent_ key once after the approve link is opened. Pending until then. Second poll redacts the secret.

Discovered
launchfiles_request_agent_key

Primary agentic mint. Emails a one-time approve link to an allowlisted or approved-waitlist address. Returns poll_token. Does not mint a key until the link is opened. Rejects other addresses. Optional partner_id mints an lf_agent_ key whose scopes carry that partner claim (allowlist only). Omit partner_id for a generic agent key. Developer keys are not minted here. Founder UI is backup.

Discovered
launchfiles_standalone_deployment_trust_radar_free

Public free Deployment Trust Radar packet (free-full demand probe; no paid tier). Requires deployment URL, use-case description, autonomy level, and data sensitivity. Rate-limited.

Discovered
launchfiles_standalone_design_ux_radar_free

Public free Design UX Radar preview for one URL. Scores come from fixed rules; a small language model writes the next-step text. Paid tier is not open to the public yet. Does not edit or publish the site. Rate-limited. Optional partner leave-behind fields add structured zones on this JSON response only (not public /cro chrome). client_ref is echoed so the caller can file the pair in their own DB; Launchfiles does not list runs by client. hide_lf_chrome is honored only for an authenticated lf_agent_ key; otherwise the response sets hide_lf_chrome false and wl_entitlement needs_auth. logo_url is an https URL shape check only (no fetch); a bad shape returns LOGO_URL_INVALID and no leave-behind.

Discovered
launchfiles_standalone_page_draft_paid

Paid Page Draft after a settled page_draft_long checkout, or a founder-issued developer key (no Stripe). Same writer door as the web buyer. Pass unlock_token from billing poll, or Authorization: Bearer with the developer key, plus a brief (who, and proof or proof_mode=no_proof). length=short|medium|long. Optional piece_kind: blog_post | landing_page | essay | social_post | seo_page | other. Omitted piece_kind keeps today's inference (short social/X stays cognition). A developer key may request short. Not a credit debit. Nothing is published. Writer failure is named — never an outline template.

Discovered
launchfiles_standalone_page_draft_short

Writer-short draft (~400 words). A founder-issued developer key gets full product access — no Stripe Writer checkout. Same writer door as the web buyer. Send the developer key as Authorization: Bearer (hosted MCP also accepts x-api-key or JSON-RPC _meta). Pass a brief (who, and proof or proof_mode=no_proof). Optional piece_kind: blog_post | landing_page | essay | social_post | seo_page | other. Omitted piece_kind keeps today's short→cognition social/X path. Owned blog/essay + piece_kind can return a pasteable dek. Nothing is published. Writer failure is named — never an outline template.

Discovered
launchfiles_standalone_search_repair_radar_free

Public free Search Repair Radar teaser. Preview only — never unlocks the $29/mo paid repair packet. Owned product properties that already declare Search Console on their adapter use that bind (no access_token). Other sites need a Google access_token or return needs_auth + human connect URL. Rate-limited.

Discovered
run_ux_radar_proof

Runs the two-stage headless Chromium (1440x900 desktop + 390x844 mobile) and Stage-2 visual craft 20-gate UX Radar audit on rendered HTML with route-aware taxonomy and parameterized B2B/consumer physics.

Discovered
submit_agent_feedback

Submits structured agent friction, schema mismatch, auth wall, broken route, or feature request feedback for any of the 24 LaunchFiles portfolio products or LaunchFiles itself. Recurring friction (>= 2 reports) or blocker severity automatically compiles a proposed AX Repair Work Order.

Discovered
validate_copy_manifest

Validates and sanitizes a copy manifest against GATE-10 (leaked internal scaffolding ban), GATE-11 (AI marketing slop and Unicode hype ban), and GATE-12 (cloned duplicate sentence ban).

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected470 ms15