MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

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

Read-only probes

MCP server · Data access / search

Plug and Ship

Search MCP servers, agent skills and coding-agent plugins: trending tools and best-of lists.

Checks passed
14 / 22

1 failed · 7 not measured

Median response
636 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
4

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?
103
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 607 ms.

  • Pass
    Valid handshake

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

  • Pass
    Lists tools

    tools/list returned 4 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 636 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 662 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

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

    9 of 12 parameters have a description (75%). 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.

  • Pass
    Source repo linked

    A 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 2026-10-15T14:59:41.223103Z, within 180 days.

  • Not measured
    Open-source licence

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

Start using Plug and Ship

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 plug-and-ship https://plugandship.dev/mcp

Capabilities

Tools 4

get_tool

Full details for one tool by its Plug and Ship slug (from search_tools): description, stars, install command, remote endpoint, license, tags and last commit.

Discovered
list_best

A ranked best-of list by topic, e.g. 'grok-bot-connectors', 'voice-agents', 'local-models', 'figma-mcp-servers', 'mcp-servers-for-databases'. Omit topic to list all topics.

Discovered
search_tools

Find MCP servers, agent skills (SKILL.md) and coding-agent plugins for a task. Pass a plain-language task (e.g. 'query my Postgres from Cursor', 'post to Slack from Claude Code') or keywords. The task is parsed for kind (MCP/skill/plugin), client (Cursor, Claude Code, Codex, VS Code), remote vs local and language; results are ranked by relevance (full-text + semantic match), with stars, recent commits, a valid one-click config and a license only as tie-breakers. Every result explains why it matches. type, client and remote are strict filters (client grok-bot = MCP servers with a public HTTPS endpoint).

Discovered
trending

Fastest-growing MCP servers, skills and plugins: stars gained in the period (day, week or month) from Plug and Ship's own daily star snapshots. While less than one period of history exists, a damped lifetime velocity fills in (repos with 20+ stars and a commit in the last 30 days).

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected607 ms4
Connected665 ms4