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

Read-only probes

MCP server · Other

ChatStack - App Cost Estimator

Estimate development costs and hours, scope an MVP, and write a PRD with user stories and specs.

Checks passed
13 / 22

1 failed · 8 not measured

Median response
163 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
5

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?
400
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 163 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name chatstack-app-cost-estimator.

  • Pass
    Lists tools

    tools/list returned 5 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 163 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 163 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.

  • Pass
    Parameters documented

    21 of 22 parameters have a description (95%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or 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 2026-10-29T09:54:27.697932Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using ChatStack - App Cost Estimator

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 chatstack-app-cost-estimator https://mcp.chatstack.app/mcp

Capabilities

Tools 5

get_estimate_status

Read the current app cost estimate without advancing it. Returns flow_stage, pending_gate, and pending_gate_payload. After submission it also returns post_submit_notice and post_submit_links: relay the notice verbatim, keep every URL, and do not add an email-delivery caveat. Pass the thread_id and interview_handle from the Session section. Do not call start_session to recover a session, and do not use this tool to approve, edit, or submit.

Discovered
send_action

Submit the user's pending choice. Set action_type to a value from pending_gate_payload.allowed_actions. In Review each step, action_type is required; confirmed_by_user=true is preferred and is not a substitute for it. In Run it for me, omit action_type and payload to advance one milestone, and do not ask the user to choose – show the user that milestone's Auto-complete decision receipt and pipe-table. Do not ask them to approve it. Call send_action once per result, and only again on the next result while next_tool is send_action. When next_tool is submit_prd, stop and offer submission. An approve moves one phase: stories to requirements, requirements to the technical spec, then the tech spec to the estimate. In Review each step, stories_reject, requirements_reject, and techspec_reject show the current table again and wait. When the user describes the change, call send_turn with their exact words and show the regenerated table that comes back. mode_select_a, mode_select_b, and mode_select_c are only the How much time pick: Normal, Quick estimate, or Detailed. Do not use them for Review each step or Run it for me. That choice is send_turn with interaction_mode. For clarifying_questions_submit, set payload.answers by question id with the letter only, such as {"q1":"A","q2":"B"}, not "1A". A plain reply such as "1B, 2A, 3C", or any wording that combines options, goes through send_turn. Do not split one question into several letters.

Discovered
send_turn

Continue an app cost estimate by sending the user's answers or requested changes to the MVP scope, user stories, requirements, or technical specification. Pass their exact words in input_as_text, even when next_tool is send_action. Compact replies such as "1A, 2B" are valid. Preserve the user's selections; in interaction mode Review each step do not choose answers for them. In interaction mode Review each step, relay the pipe-table and wait for approval. In Run it for me, relay the table and the decision receipt, then continue. After the user picks Review each step or Run it for me, set interaction_mode to clarify_first or auto_complete on this call. Include input_as_text when their reply also contains an idea or an answer. Omit input_as_text only when the reply is just the mode. Do not use send_action or mode_select_* for that choice. If no mode is set yet and the user continues without choosing, omit interaction_mode and the server accepts clarify_first. Phrases like "Run it for me" or "auto-complete" in input_as_text switch the thread to auto_complete.

Discovered
start_session

Start a guided session to estimate app development cost, scope an MVP, and generate a software PRD. No portal account or personal access token is required. Call it with no arguments unless the user already named Review each step (clarify_first) or Run it for me (auto_complete). Do not choose an interaction mode on the user's behalf — wanting an estimate or a fast answer is not auto_complete. If interaction_mode_question is returned, show both Review each step and Run it for me, with Review each step as the default, and wait for the user's pick before send_turn. The text result has a Session section with thread_id and interview_handle. Copy those into every later tool. Preserve an explicitly selected mode without asking the user to choose again.

Discovered
submit_prd

Submit the completed software PRD and app development estimate for email delivery and portal project creation. Call it only after user stories, requirements, tech specs, and the estimate exist. (flow_stage estimate). Run it for me stops at this tool. Offer submission and wait for the user. Do not submit it the way an empty send_action advances a milestone. Before calling, tell the user it emails the pack and creates a portal project. Propose first_name, last_name, email, country, and project_name already provided by the user, or a project name suggested by the tool. Show those values for confirmation and ask only for missing fields; if none are known, ask for all five. Set confirmed_by_user=true only after they confirm. Offer optional feedback and omit it if they skip. Never invent a contact field. If they decline, do not call this tool. Omit contact arguments the thread already collected. Pass the thread_id and interview_handle from the Session section. Success is only a ### PRD submitted receipt that includes project_id and version_id. Relay post_submit_notice verbatim, including every URL, and do not add an email-delivery caveat. A missing next_tool, a timeout, or an error is not success. If the result is unclear, call get_estimate_status. Do not call submit_prd again while that check is still unclear. Do not call submit_prd again after a receipt with both ids.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected163 ms5