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

VolatiAI MCP

Ranked active signals with snapshot chain verification and cross-source arbitration.

Checks passed
13 / 22

1 failed · 8 not measured

Median response
122 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
11

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?
310
Publisher identityCan the publisher be traced to its source?
402

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 122 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name volatiai-mcp.

  • Pass
    Lists tools

    tools/list returned 11 tools.

  • Pass
    Current protocol

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

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 122 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 122 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

    9 of 11 parameters have a description (82%). The bar is 80%.

  • Fail
    Safety hints

    11 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-11-08T10:32:40.431591Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using VolatiAI MCP

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 volatiai-mcp https://volatiai-mcp.fourieranalys.workers.dev/mcp

Capabilities

Tools 11

find_corroborations

Find groups of active signals measuring the same metric (e.g. BTC price from multiple exchanges). High disagreement_pct (>1%) suggests arbitrage or a data-source discrepancy.

Discovered
get_anchor

Return anchor-log status for a snapshot date: was an anchor entry recorded, what was the file SHA-256 at anchor time vs now, is a FreeTSA .tsr present. Detects post-hoc rewrites that signature verification alone cannot.

Discovered
get_current_revision

Return the single canonical 'what is current' pointer: snapshot date, hash, signed_at, pubkey_id, and previous revision. Use this before querying a specific snapshot date to know what's freshest.

Discovered
get_diff

Compare two snapshots. Returns regressions (worked yesterday, broken today), recoveries (broken yesterday, working today), new sectors, and disappeared sectors. Default: compares current day to previous day.

Discovered
get_sector

Get current data for one sector. Sector slugs from list_active_signals output.

Discovered
get_trust_manifest

One-call discovery: returns all URLs, algorithms, tools, and the 4-step verification chain a consumer needs to independently verify VolatiAI data. No snapshot fetch. Use first to learn where everything lives.

Discovered
list_active_signals

List ranked active signals from VolatiAI (severity x confidence x magnitude x novelty). Filter by severity or category.

Discovered
list_categories

List signal categories with counts.

Discovered
list_entities

List all canonical entities in the VolatiAI entity registry. Use to discover what entities are known and which sectors map to them. Optional type filter (e.g. "asset", "organization", "product", "game").

Discovered
resolve_entity

Resolve a slug, alias, or entity ID to a canonical VolatiAI entity. Returns the entity metadata, all sectors it appears in, external ID mappings (CoinGecko, Wikidata), and evidence links from the entity registry. Warnings flag metric incomparability (e.g. btc-exchange-spread and eth-exchange-spread share metric "spread_pct" but measure different assets — do NOT compare their values).

Discovered
verify_snapshot

Verify a VolatiAI snapshot's chain integrity and return its signature fields for independent verification. Use this to prove the data hasn't been tampered with.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected122 ms11