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

Read-only probes

MCP server · Code & DevOps

OBZDN Agent

By ElCampeon87

Find AI tools for small businesses, get setup prices, and hand setup jobs to OBZDN.

WebsiteSource codeAI models & agents
Connect to OBZDN Agent
Checks passed
11 / 22

3 failed · 8 not measured

Median response
589 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
7

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?
222

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 589 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name obzdn.

  • Pass
    Lists tools

    tools/list returned 7 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 589 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 589 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

    17 of 27 parameters have a description (63%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or 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.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Fail
    Repo owner matches

    The GitHub repository owner does not match the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-21T05:35:35.994937Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using OBZDN Agent

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 obzdn-agent https://mcp.obzdn.co/mcp

Capabilities

Tools 7

get_setup_quote

Starting price for OBZDN to set up a specific tool (by aitools id) or deliver a service (by service id). Prices are 'from' prices; the final price is confirmed on a 20-minute call.

Discovered
get_stack

Starter stacks from aitools.obzdn.co/stacks/: the main jobs for one kind of business (a plumber, a new salon, a consultant...), each done by an OBZDN top pick on a named plan, with the monthly total copied from each tool's own pricing page. Give an id for one stack, or leave it out to list them (optionally by audience).

Discovered
get_tool

Full aitools.obzdn.co listing for one tool by its id (from search_tools).

Discovered
list_services

OBZDN's done-for-you services with starting prices, what is included and typical timelines.

Discovered
recent_changes

Dated, sourced changes from aitools.obzdn.co/changes/: price and plan changes, free trials, new features and integrations on listed tools, OBZDN rating changes, and changes from platforms owners depend on (Google, Meta, Yelp, OpenAI). Newest first. Use it before recommending a tool, or when someone asks what changed.

Discovered
request_setup

Hand a setup job to OBZDN on behalf of the person you represent. Only call this when they asked for it AND agreed to share these contact details with OBZDN. Returns the booking link for them to pick a 20-minute call. OBZDN never asks for passwords; access is granted by the owner on the call.

Discovered
search_tools

Search the aitools.obzdn.co directory of AI and open-source tools for owner-operators and small teams. Returns up to `limit` tools, best match and highest-rated first, with what each does, who it fits, starting price, the catch to watch for, OBZDN's rating (top pick / also good / listed, and why), and links.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected589 ms7

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