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

Read-only probes

MCP server · Code & DevOps

Qumge: Agent Capabilities & Skills

Find, call and pay per call: the capability layer for agents, plus skills. One key or OAuth.

Checks passed
11 / 22

3 failed · 8 not measured

Median response
631 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
22

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 631 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name qumge-skills.

  • Pass
    Lists tools

    tools/list returned 22 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 631 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 631 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

    81 of 93 parameters have a description (87%). The bar is 80%.

  • Fail
    Safety hints

    22 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Fail
    Website matches publisher

    The website host does not match 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 2026-09-28T04:43:47.612671Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Qumge: Agent Capabilities & Skills

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 qumge-agent-capabilities-skills https://qumge.com/mcp

Capabilities

Tools 22

become_developer

Open a developer account for the user (needs their qumge key). There is no review and no waiting: it takes effect immediately, and publish_cap works right after. Give a display name and an ISO country code; the country decides tax and payout rails later. Payout details and legal name are only needed when the user actually withdraws money.

Discovered
call_cap

Call a Cap on the user's behalf and return its response. Use this when you cannot make the HTTP call yourself: qumge charges the user's qumge balance and forwards the call at the same price as calling it over HTTP through Qumge. Operations and prices come from get_cap. Prefer `operation` + `input`: when the operation declares an input_schema, `input` is validated against it before anything is charged or forwarded. For managed results, pass a stable idempotency_key when retrying; asynchronous calls return a platform job_id and get_cap_job reads cached progress and the final receipt for free. Needs the user's qumge key in the Authorization header. A 5xx from the Cap is free; a 402 means the user's balance or this Cap's monthly limit stopped it. (Older clients may still call this tool as call_app — it still works.)

Discovered
cap_status

Check one of the developer's own capabilities: its status (draft / review / live / suspended) and how far the publishing checklist has got. Needs the developer's Qumge key. (Older clients may still call this tool as app_status.)

Discovered
delist_cap

Take one of the developer's own Caps down. It stops working the moment this returns: calls get a 404 (cap_delisted) and it disappears from the store. Nothing is deleted — price versions, reviews and earnings stay, and the public page stays up marked as delisted so existing links don't break. Confirm with the user before calling: anyone using it loses access immediately. relist_cap puts it back with no new review. Needs the developer's Qumge key.

Discovered
get_balance

The user's Qumge balance, plus what each Cap has spent this month against its monthly limit. Call this before a paid call when the user asks whether they can afford it, and after a 402 that says the balance or a limit stopped the call — it returns the top-up link to hand to the user. Needs the user's qumge key.

Discovered
get_cap

Fetch one Cap's operations, prices and how to call it, by the slug returned from search_caps. Call this before using a Cap: it lists each operation (by name), its input and output schema when the developer provided one, which routes are billable, the per-call maximum, when the call settles, and the error codes the caller may see. If the request carries the user's Qumge key, it also reports that user's monthly limit for this Cap. (Older clients may still call this tool as get_app — it still works.)

Discovered
get_cap_job

Read your managed Cap job's cached progress, complete result and receipt for free. Use the platform job_id returned by call_cap. Ordinary reads do not invoke the provider. Set refresh_result: true to explicitly request free renewal of declared result URLs after success; the optional private provider command does not generate new work or change the receipt. Existing orders remain readable after Cap revocation.

Discovered
get_earnings

What a developer has earned and what is payable: the amount still inside the 30-day holdback, the amount sitting in their wallet (income from Caps — the only part that can be withdrawn), and what has already been paid out, with the most recent entries. Matured purchase amounts move into the wallet automatically. Needs the developer's Qumge key.

Discovered
get_skill

Fetch the full SKILL.md content of one skill, by the slug returned from search_skills. Write the returned markdown to .claude/skills/<name>/SKILL.md (or the equivalent for the user's agent). If the reply says the skill ships more files (REFERENCE.md, scripts/…), call again with include_files: true to get them and write each next to SKILL.md.

Discovered
list_caps

List the developer's own Caps with their status (draft / live / suspended) and slug. Use it before publishing to see what already exists, and after to check what went live. Needs the developer's qumge key. (Older clients may still call this tool as list_apps.)

Discovered
list_categories

List the skill categories and how many skills are in each. Useful when the user is browsing rather than looking for something specific.

Discovered
list_models

List the models this gateway can route to, best first. Every one is reachable with the same Qumge key — no per-vendor signup. Only tool-calling models are listed: an agent cannot use the others.

Discovered
list_wanted

What agents searched for on Qumge and found nothing: the demand side of the store, in the searchers' own words, with how often each was searched in the last 7 and 30 days. Useful before building or publishing a Cap — it tells you what people already want. Only the search text is stored; no user and no IP.

Discovered
migrate_cap_contract

Controlled same-price contract replacement for an owned live Cap. Prepare an explicit old-to-new mapping bound to the current and pending candidate versions/digest, test that candidate, then activate only its verified snapshot. Does not recharge, purchase, or perform real delivery. Changed deliverables require buyer confirmation for new orders; old orders keep their snapshots.

Discovered
publish_cap

Create or update a DRAFT Cap on the developer's behalf (requires the developer's Qumge key). Start with the complete buyer outcome, then inspect existing MCP, API and business functions. Reuse a single entry point only when it delivers the full result; otherwise compose partial steps on the provider server and mix MCP, API and internal functions when useful. The buyer agent must not orchestrate provider internals. If both interfaces exist, choose the least-change reliable path; the presence of MCP is not a reason to ignore API. Prefer manifest v2: pass manifest_url for the project's public qumge.json, and slug to select a Cap when needed. The file supplies the name, connection, operations and suggested prices; do not repeat name or override file fields. If the Cap is already published, publishing applies the file's changes directly — descriptions, operations and price cuts now, price rises after the notice period — and says so when the file matches what is live. Without manifest_url, give name and either connection_config, connection_id, base_url or mcp_url, plus the priced operations. Every billed operation must deliver one complete result for one clear input (e.g. product URL in → finished video out); helper steps such as job status are free, and a result that needs several calls is wrapped into one endpoint — never sell partial steps. Managed execution reserves a fixed price and charges only after valid complete delivery; queued acceptance is not delivery, and failed or expired orders cost nothing. Reuse existing tasks and durable request_id deduplication; providers need no Qumge-specific buyer, order, ledger or usage-reporting tables. Prefer execution.identity: order with self-contained inputs. Use trusted request_id to isolate tasks and private results. For buyer-owned state, explicitly choose identity: buyer and authorize the trusted buyer_key; a shared service account alone does not isolate buyers. Use connection_config or connection_id to share private credentials across Caps. Read https://qumge.com/en/docs/caps/managed.md for the complete contract. Legacy per-response and advanced usage-based fields remain supported for existing integrations; the signing/usage guide applies to those modes, not managed execution. A new signing secret is returned once when applicable. Legacy non-managed integrations may also return a usage key; managed execution does not use it. Nothing is charged while it is a draft. Reuse the developer's already approved prices and publication authorization. Do not ask again; confirm only initial pricing, price changes or unclear scope. A manifest price alone is not approval. There is no human review: after test_cap passes, submit_cap takes the Cap live immediately, and qumge spot-checks it afterwards (a spot check can suspend it). (Older clients may still call this tool as publish_app.)

Discovered
relist_cap

Put one of the developer's delisted Caps back online. There is no review: if the connection hasn't changed since it was delisted it goes live immediately. If the service address did change, it is retested first and the call fails with the test result until the new address passes. Needs the developer's Qumge key.

Discovered
request_payout

Ask for a payout of the developer's payable balance (Cap income only — topped-up money cannot be withdrawn). Call it once without `confirmed` to get the estimate (amount, channel fee, withholding tax, what actually lands), show that to the user, and only then call again with confirmed: true. Needs the developer's Qumge key.

Discovered
search_caps

Search Qumge's Caps — paid services an agent can call, billed per call from the user's Qumge balance. A Cap (short for capability) is one finished job: somebody's API or MCP server with a price list; to you it is a set of operations. Use this when the user wants something done rather than a skill to install: 'make a promo video', 'transcribe this call'. Returns the best few with pricing, measured success rate and latency, and the slug to pass to get_cap. Results label declared direct or uncertain matches; partial_results are separate and never a complete-result replacement. Budget applies to the matched operation reservation ceiling. Publication checks are not proof of real delivery. (Older clients may still call this tool as search_apps — it still works.)

Discovered
search_skills

Search Qumge's curated catalog of agent skills (SKILL.md files) by what the user wants to accomplish. Use this whenever the user asks for a skill, tool, or Cap — e.g. 'find me a skill for social media automation', 'is there a skill for SEO audits'. Returns the best few, ranked by how useful they actually are (an LLM read each one), with a one-line summary and the exact slug to pass to get_skill.

Discovered
submit_cap

Take one of the developer's Caps live. Nothing is reviewed before launch and nobody approves it: when the applicable connection/operation checks and price book pass, with complete billed-operation docs, this lists a new Cap immediately. Existing Cap updates retain their effective version and notice period; submit_cap does not advance a pending contract. Run test_cap first (legacy checklist keys remain signature and end_to_end; the price book is recorded when it saves). Passing native connection checks or isolated fixtures does not verify real delivery. Qumge spot-checks docs and support afterwards and can suspend the Cap. Needs the developer's Qumge key. (Older clients may still call this tool as submit_app_review.)

Discovered
test_cap

Run the applicable publication checks after publish_cap, before submit_cap. Managed qumge wrapper operations use authenticated isolated fixture hooks and validate the complete fixture result. Native managed API/MCP operations check HTTP OPTIONS or MCP tools/list for connection/schema evidence without invoking generation. The verification array distinguishes connection, fixture and real_delivery scopes; real delivery is not tested. Legacy integrations may call one free and one billable route, or each published MCP tool, directly with probe inputs; Qumge does not charge for these probes, but the developer may incur provider costs. Signed wrapper/legacy APIs also test /qumge/ping with valid, forged and stale signatures; legacy usage-reporting routes must report probe usage. Missing billed-operation docs block publishing. Needs the developer's Qumge key. (Older clients may still call this tool as test_app.)

Discovered
verify_domain

Prove the developer owns the domain of their MCP server or API. Going live does not need it: an unverified Cap is live and charges callers, but the developer's earnings from it stay frozen until this passes — verifying releases them. Call with the service's https url: if the domain (or a parent domain) is already verified it says so; otherwise it returns a one-line file to serve at /.well-known/qumge-verify.txt on that host (or a DNS TXT record with the same line). Put the file into the project so it ships with the next deploy, then call again with check: true. Needs the developer's Qumge key.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected631 ms22