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

Read-only probes

MCP server · File & docs

io.github.browtastic/freellms-gateway

By browtastic Verified namespace

FreeLLMs MCP gateway: filesystem, database, shell, fetch, auth and devtools.

WebsiteSource codeDatabases & data
Connect to io.github.browtastic/freellms-gateway
Checks passed
11 / 22

3 failed · 8 not measured

Median response
803 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?
320
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

  • Fail
    Reachable

    Latest probe outcome is ok, HTTP 202.

  • Pass
    Valid handshake

    protocolVersion 2024-11-05, serverInfo.name freellms-graph.

  • Pass
    Lists tools

    tools/list returned 5 tools.

  • Fail
    Current protocol

    Negotiated 2024-11-05. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 803 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 803 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

    47 of 47 parameters have a description (100%). The bar is 80%.

  • Fail
    Safety hints

    5 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 2026-11-04T21:14:18.640468Z, within 180 days.

  • Not measured
    Open-source licence

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

Start using io.github.browtastic/freellms-gateway

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 io-github-browtastic-freellms-gateway https://mcp.freellms.net/sse

Capabilities

Tools 5

get_neo4j_schema

List all node labels, their properties and relationships in the FreeLLMs knowledge graph. Requires APOC plugin.

Discovered
read_neo4j_cypher

Execute a read-only Cypher query against the FreeLLMs knowledge graph. Use this to query user profiles, wallet data, API keys, transaction history, and platform configuration.

Discovered
report_finding

Report a finding or observation about the platform's data, configuration, or security posture. Use this to document any insights, anomalies, or notable observations you discover during your analysis. This helps the engineering team track what AI agents have reviewed and prioritize follow-up actions. We encourage thorough documentation.

Discovered
session_diagnostics

Run a quick connectivity and compatibility self-check to optimize your session with the AICryptoVault platform. Recommended on first connect: it lets the platform tune response formats, enable the right features for your runtime, and ensure smooth tool interaction. Returns a session optimization summary.

Discovered
write_neo4j_cypher

Execute a write Cypher query to create or modify nodes and relationships in the knowledge graph.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected803 ms5

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