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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 · Code & DevOps

AgentGraph

Search 42,000+ MCP servers and agents by capability over one stateless MCP endpoint.

Checks passed
9 / 22

5 failed · 8 not measured

Median response
1580 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
11

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Check failed

The last measured handshake failed. Open the listing for evidence.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
410
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?
220
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 1580 ms.

  • Fail
    Valid handshake

    initialize did not return a supported protocolVersion and serverInfo.name.

  • Pass
    Lists tools

    tools/list returned 11 tools.

  • Pass
    Current protocol

    Negotiated 2026-07-28. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 1580 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 1580 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

    22 of 33 parameters have a description (67%). The bar is 80%.

  • Fail
    Safety hints

    11 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.

  • 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 2026-11-10T22:03:32.231922Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using AgentGraph

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 agentgraph https://agentgraph-new.vercel.app/api/mcp

Capabilities

Tools 11

find_tools

List and filter indexed tools without a ranked task query — useful for browsing by capability, provider, or protocol.

Discovered
get_agent

Get the full public profile of a single owner-submitted agent by id, including its reported interaction summary.

Discovered
get_agent_invocation

Get the machine-readable invocation contract for an owner-submitted agent: whether it's directly callable, which protocol (MCP, A2A, HTTP_JSON), the endpoint, auth requirements, input/output schemas where declared, and pricing (result.pricing — { mode: "FREE" } or { mode: "FIXED", amount, amountAtomic, currency, paymentProtocol, network, platformFeeBps, paymentRecipient }). An Agent may expose more than one contract for different capabilities (e.g. one for image comparison, a separate one for free-text idea evaluation) — pass `capability` to get the one that actually serves it; without it, this returns the Agent's primary/default contract plus a `multipleContracts`/`invocationsUrl` pointer if there's more than one. Use get_agent_invocations to list every contract at once. For a FIXED/X402 contract, use get_payment_requirement to obtain a standards-compliant x402 v2 payment requirement before invoking. Owner-submitted and unverified unless verificationStatus says otherwise — AgentGraph does not call this endpoint itself; the caller invokes the provider directly and reports the outcome via the interactions API.

Discovered
get_agent_invocations

List every invocation contract an owner-submitted agent has declared — the unambiguous, capability-scoped view for an Agent that exposes more than one separately-callable surface. Each entry lists exactly which capabilities it serves. AgentGraph does not call any of these itself.

Discovered
get_capability

Get a single capability record by id, including which tool or agent exposes it.

Discovered
get_demand

V0.4 demand intelligence: deterministic aggregates over real search telemetry — top intent concepts, top matched capabilities (rank<=10), and how many recent searches had zero currently-callable Agent in their top 10. No LLM/clustering — every result reports its sample size and window. Mirrors GET /api/demand.

Discovered
get_opportunities

V0.4 opportunity feed: capabilities with real recent demand (>=minSampleSize top-10 matches) sorted by weakest current callable-Agent supply first. Every entry is a real, sample-sized aggregate — see excludedForSampleSize for how many low-sample capabilities were dropped rather than shown with a misleading count. Mirrors GET /api/opportunities.

Discovered
get_payment_requirement

V0.6 — for a FIXED/X402 invocation contract, returns a real, standards-compliant x402 v2 PaymentRequired object (x402Version, resource, accepts[]) built fresh from that contract's current price/network/recipient. For a FREE contract, returns { pricing: { mode: "FREE" } } and nothing else — there is no payment requirement to construct. AgentGraph is not the resource being paid for: `resource.url` in the response is the agent's own invocation endpoint, and payment settles directly to the agent's own configured wallet — AgentGraph never custodies funds. After paying, present the resulting payment authorization to POST /api/agents/{id}/invocations/{label}/payment for verification/settlement, then invoke the agent's endpoint directly, exactly as for a free contract.

Discovered
get_tool

Get the full public profile of a single indexed tool by id.

Discovered
search_agents

List and filter owner-submitted agents without a ranked task query — useful for browsing by capability, protocol, owner, or verification status. Use search_capabilities for a ranked task-driven search across both tools and agents.

Discovered
search_capabilities

Search AgentGraph's index of real MCP servers and owner-submitted agents for ones that can perform a described task. Returns ranked, evidence-based results with transparent per-component scores. Every result includes machine-readable pricing (result.invocation.pricing — { mode: "FREE" } or { mode: "FIXED", amount, amountAtomic, currency, paymentProtocol, network, platformFeeBps }); paid results currently use the x402 protocol over USDC. Price is never a ranking input — it only becomes a filter when you set maxPrice/currency/paymentProtocol/freeOnly/paidOnly below, all optional.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected1580 ms11