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 · Data access / search

Neeed Directory

Search Neeed Directory's software listings, draft one for a maker to claim, and manage your own.

Checks passed
13 / 22

1 failed · 8 not measured

Median response
256 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
9

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?
400
Publisher identityCan the publisher be traced to its source?
312

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 256 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name neeed-directory.

  • Pass
    Lists tools

    tools/list returned 9 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 256 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 256 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

    27 of 27 parameters have a description (100%). 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.

  • Fail
    Source repo linked

    No 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 2026-10-31T16:58:58.709619Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Neeed Directory

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 neeed-directory https://neeed.directory/api/mcp

Capabilities

Tools 9

check_badge

Looks for the Neeed badge on one of your Free listings' sites now and answers found, missing or inconclusive, with the markup to add. It records nothing: the maker presses Verify on the listing's edit page to make the link dofollow or bring a hidden listing back.

Discovered
fetch

One approved product on Neeed Directory by id, the slug from search or list_products. Returns its title, plain-text card, url and metadata including its website, category and pricing model.

Discovered
list_categories

Every category on Neeed Directory with its slug, name, approved product count and url. Pass a category slug to list_products to read its product cards.

Discovered
list_products

Approved product cards on Neeed Directory, newest first, with optional query, category, label and tag filters. Returns at most 50 cards per page with a total count. Each slug is an id that fetch accepts.

Discovered
my_listings

Your listings on Neeed Directory, newest first: status, plan, badge, the admin's feedback when there is any, and the page to open. Pass a slug to get one. When next_page is a number, call again with that page for older listings.

Discovered
search

Search approved products on Neeed Directory, newest first. Returns at most 20 results with id, title and url. The id is the product slug; pass it to fetch for a plain-text card. Queries shorter than two characters return no results.

Discovered
submit_product

Without sign-in, saves a private draft listing on Neeed Directory and returns a claim link: nothing is published or charged until the maker opens it, signs in and submits. Signed in with permission to edit listings, submits the listing to the maker's account: Neeed's automatic check publishes it or holds it for review, and Premium returns a Stripe Checkout link the maker pays in the browser.

Discovered
update_listing

Edits one of your listings: name, punchline, description, category, pricing model or Twitter handle, under the dashboard's rules. Editing a listing that is not live sends it back for review; a live listing stays live. A rejected listing cannot be edited.

Discovered
upgrade_listing

Returns a Stripe Checkout link that upgrades one of your live Free listings to Premium, with the price. Nothing is charged until the maker opens the link and pays in the browser.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected256 ms9