QuoteFirst
REMOTE · QUOTEFIRST.AI
Get dollar quotes from 200+ LLMs before any work runs; accept, execute, and verify quality.
Available components
Last scanned (12 days ago)
Scores higher than 0% of remote servers
Unreachable for 7 days in a row. Last reached 17 Oct 2026.
Category AI and Machine Learning
Dead
Every channel of this server has been unreachable for long enough to be marked dead. Its trust score is pinned to 0 and does not recover automatically: even once the server responds again it stays dead until it is manually reinstated.
Recent critical change
TLS certificate (18 Oct 2026). See the changelog before you install this server.
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 Security11
- TLS not yet verified: we couldn't open a connection to check the certificate. View diagnostics → Unverified
- Authorisation not yet verified: we couldn't confirm whether this endpoint requires it. View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS not yet verified: we couldn't read the response headers to check for it. View diagnostics → Unverified
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability0
- Transport check failed: declared streamable-http, but we couldn't connect to verify it. See how to fix → View diagnostics → Fail
Schema Quality & AI Usability0
- Schema not yet verified: we couldn't read the endpoint's schema, or could read only part of its tool list.Unverified
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage0
- Tool coverage not yet verified: we couldn't read the endpoint's tools, or could read only part of the list.Unverified
Tool Safety0
- Tool safety not yet verified: we couldn't read the endpoint's tools, or could read only part of the list.Unverified
Capabilities0
- Capabilities not yet verified: we couldn't read the endpoint's capabilities.Unverified
Unverified: 5 categories
Categories scored 0 because we could not verify them: authentication we do not have, an unreachable endpoint, or not enough scan history. We only credit what we can confirm.
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.
- 24 Oct 26 −5
The score moved with no change recorded against any check. We would rather say so than guess.
- 23 Oct 26 −4
The score moved with no change recorded against any check. We would rather say so than guess.
- 22 Oct 26 −5
The score moved with no change recorded against any check. We would rather say so than guess.
- 21 Oct 26 −4
The score moved with no change recorded against any check. We would rather say so than guess.
- 20 Oct 26 −5
The score moved with no change recorded against any check. We would rather say so than guess.
- 19 Oct 26 0
- TLS certificate: fail → unverified ▼ security
- Transport: Transport check failed: declared streamable-http, but we couldn't connect to verify it. security
- Score status: failed → scored ▲ functional
- 18 Oct 26 0
- TLS certificate: pass → fail ▼ critical
- Score status: scored → failed ▼ critical
- Endpoint reachability: not serving MCP → unreachable ▼ security
- HSTS header: fail → unverified ▼ security
- Transport: Transport check failed: declared streamable-http, but the TLS certificate failed verification. security
- 1 Oct 26 −66
- Endpoint reachability: reachable → not serving MCP ▼ security
- Stability: pass → unverified ▼ security
- Tool safety: pass → unverified ▼ security
- Authorization: pass → unverified ▼ security
- Transport: pass → fail ▼ security
- HSTS header: pass → fail ▼ security
- Capabilities: fail → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- First check of Schema quality: unverified functional
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 24 Oct 2026 · Probed https://quotefirst.ai/api/mcp
TLS unreached
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of quotefirst.ai. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| ai. | present | 3799 | 8 | Verified |
| quotefirst.ai. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication Inconclusive
We could not reach the endpoint well enough to judge its authorisation posture.
| Result | Inconclusive |
|---|
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://quotefirst.ai/api/mcp | Unreachable | ||
| http (plaintext) | http://quotefirst.ai/api/mcp | HTTPS enforced | 301 | https://quotefirst.ai:443/api/mcp |
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 →
accept ~46
Accept one quote on a request. The chosen model executes the task. Poll get_deliverable for the result.
| Name | Type | Req | Description |
|---|---|---|---|
| quote_id | string | yes | – |
| request_id | string | yes | – |
No output schema declared.
No examples provided.
estimate_cost ~51
Deterministic cost estimate across all models for a task, without using a quote from your allowance. Optionally pass expected_output_words.
| Name | Type | Req | Description |
|---|---|---|---|
| description | string | yes | – |
| expected_output_words | number | – | – |
No output schema declared.
No examples provided.
get_deliverable ~40
Get the status and deliverable of a request. Status: quoting, quoted, executing, completed, failed.
| Name | Type | Req | Description |
|---|---|---|---|
| request_id | string | yes | – |
No output schema declared.
No examples provided.
quote ~53
Submit a task description and receive dollar quotes from multiple frontier AI models before any work is done. Returns the request id, quotes with prices in cents, and a recommendation.
| Name | Type | Req | Description |
|---|---|---|---|
| description | string | yes | The task to be quoted |
No output schema declared.
No examples provided.
rerun ~55
Quality guarantee: re-run a completed request once for free if its deliverable scored below 70/100 on the automated quality check. Produces a fresh deliverable with the same accepted quote.
| Name | Type | Req | Description |
|---|---|---|---|
| request_id | string | yes | – |
No output schema declared.
No examples provided.
spend ~24
Get your QuoteFirst spend this month in cents, total and broken down by model.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
How do I install the QuoteFirst MCP server?
QuoteFirst is a hosted endpoint at https://quotefirst.ai/api/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 · quotefirst.ai
claude mcp add --transport http ai-quotefirst-quotefirst 'https://quotefirst.ai/api/mcp'
What is the QuoteFirst MCP server?
QuoteFirst is an MCP server listed in the public MCP registry as ai.quotefirst/quotefirst. Get dollar quotes from 200+ LLMs before any work runs; accept, execute, and verify quality. This page covers its hosted endpoint (https://quotefirst.ai/api/mcp).
Is the QuoteFirst MCP server safe to use?
QuoteFirst scores 0 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 QuoteFirst MCP server expose?
QuoteFirst exposes 6 tools: quote, accept, get_deliverable, rerun, spend, estimate_cost. Their descriptions and schemas cost roughly 269 tokens of context every time the server is loaded.
Does the QuoteFirst MCP server require authentication?
Its publisher declares that QuoteFirst requires credentials, so you will need to authorise it in your MCP client. We have not been able to confirm that against the live endpoint.
Is the QuoteFirst MCP server still maintained?
QuoteFirst has been unreachable for long enough that we treat it as dead, and its score is pinned to zero. We last reached this channel on 17 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.