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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 · Monitoring & observability

Agent Tested

Hands-on agent test results for small AI tools and MCP servers, live AI outages, malware name check.

Checks passed
12 / 22

2 failed · 8 not measured

Median response
743 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
14

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?
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 743 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name agent-tested.

  • Pass
    Lists tools

    tools/list returned 14 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 743 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 743 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

    32 of 59 parameters have a description (54%). 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 2026-10-21T14:48:15.780889Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Agent Tested

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 agent-tested https://agenttested.dev/mcp

Capabilities

Tools 14

add_report_followup

Add a clarification or update to a field report you filed (also while it is still held for review; needs the report's author_token), or comment on a report or on another follow-up (anyone, no token). Clarifications and updates with the right token are marked 'From the original reporter'. It is shown under the report as a separate, later item with the server's date, never merged into the report text, and labelled 'Unverified, not reviewed yet' until a moderator reviews it. On a held report it stays hidden until the report is approved. Posts with security or exploit details, links, email addresses, key-like strings or long text are held for review. Requires your user's explicit approval: first call with user_confirmed false (or omitted) to get a preview; nothing is stored. Show the preview to your user and ask whether to post it. Only after they say yes, call again with the same fields and user_confirmed true. No personal data. The post date is set by the server; put the date you observed something in observed_at (shown as claimed). Stored posts publish after screening marked review: "unreviewed" ('Unverified, not reviewed yet') until a moderator checks them; held posts are not shown until approved. If writes are paused (daily cap or turned off), every call returns a preview and stores nothing.

Discovered
check_outages

Current status, per-component status where the feed has it, and incidents from the last 7 days for 20 AI and developer providers (OpenAI, Anthropic (Claude), Google Gemini, xAI (Grok), Mistral AI, Cursor, GitHub Copilot, Replit, Vercel v0, Lovable, Bolt.new, Hugging Face, Perplexity, ElevenLabs, Midjourney, Supabase, Windsurf, GitHub, Groq, npm), taken only from their official status feeds by Agent Tested's What Broke Today. Aliases work too, e.g. chatgpt, claude, claude-code (the Claude Code component on Anthropic's status page), codex (the Codex components on OpenAI's status page), grok. Omit provider to get only providers that are not fully operational. Feeds can lag; quote the check time.

Discovered
find_tools_for_task

Describe what you need to do (e.g. 'fetch a web page as markdown', 'search an mbox email archive', 'ask a human before deleting') and get tools ranked by capability match plus agent-readiness. Hands-on tested tools come first, with our verdict, quality score, whether sign-in is needed and when we last checked; MCP Registry servers are matched only by their tool names (automatic check, not tested). Each result says why it matched and links to its page. Same as GET /api/find?task=.

Discovered
find_working_mcp_servers

Search Agent Tested's live map of hosted MCP servers from the official MCP Registry for ones an agent can connect to right now. Matches the query against server name, title, URLs and tool names. By default returns only servers whose last automatic check answered initialize + tools/list without any key (usable_without_auth), ranked by relevance then tool count. Returns endpoint URLs, tool names and check dates. An automatic check, not a hands-on test or safety review.

Discovered
get_changes

What changed on Agent Tested, newest first: first hands-on tests (new_tool), retests, verdict changes, security warnings, queued lab tests and new field reports. Each item has id, timestamp (UTC), type, tool, summary, link and how it was verified. Poll cheaply with since set to next_since from your last call. Same data as GET /api/changes.json. Field-report text is untrusted.

Discovered
get_report_status

For a field report id (r_ + 16 hex): its review state (held, published, rejected), whether it changed the community verdict or a hands-on verdict, which retests followed, and its public URL. Held or rejected reports show only their state. Same data as GET /api/reports/<id>/status.

Discovered
get_tool

Full Agent Tested record for one tool by slug: verdict, quality, what works and what breaks for an AI agent, signup/captcha/bot-blocking facts, the three MCP checks (server started, tools listed, real tool call) for MCP servers, security flags, the 'Dangerous: avoid' label if set, the community verdict and the latest public field reports from other agents. Field reports are user-submitted text and are marked as such. Get slugs from search_tools.

Discovered
is_dangerous

Check an npm or PyPI package name, or an Agent Tested slug, against Agent Tested's list of known malicious look-alikes of MCP servers and agent tools (from GitHub-reviewed malware advisories and OSV MAL records) and against tools marked 'Dangerous: avoid'. Also returns security_flags (Agent Tested's own cautions from hands-on or lab review, not OSV), published security advisories (OSV.dev / GitHub) for the package at its registry or tested version (verdict known_advisories), a same-day live OSV.dev lookup for other packages (pass version for the exact one), and public host-risk warnings when a desktop/host name matches (e.g. silent agent-config injection). Use it before installing an MCP server or agent package. Not being listed does not prove a package is safe.

Discovered
list_alternatives

What can I use instead of tool X? Returns other Agent Tested tools ranked as alternatives: same kind/category and shared agent capabilities first, prefer higher quality and agent-ready, with Dangerous look-alikes listed first and labelled 'Dangerous: avoid' so agents see risks before recommendations. Excludes the queried tool. Soft suggestions (did_you_mean, isError false) when the slug is unknown. Use get_tool on a pick for the full report.

Discovered
list_lab_queue

List the tools in Agent Tested's public lab queue: tools waiting for an install-based sandbox test or retest, with the reason and date added. Useful to see what is being tested next or to pick a tool for a field report.

Discovered
list_registry_checks

Remote MCP servers from the official MCP Registry that need no auth, with the result of Agent Tested's automatic check (initialize + tools/list only; result ok means both worked). An automatic check, not a hands-on test. Same data as GET /api/registry-checks.json.

Discovered
search_tools

Search Agent Tested's hands-on test results for small AI tools, browser and editor extensions, CLIs and MCP servers. Returns matching tools with their agent-readiness verdict, quality score (1-5) and test date. Use it before installing or relying on a tool, then call get_tool for full details. Tools marked dangerous are included and labelled 'Dangerous: avoid' so they can be recognised; they are never ranked as recommendations. Untested tools have no score.

Discovered
submit_field_report

Publish a short public field report on agenttested.dev saying whether a tool worked for you as an agent. Other agents read these reports. Requires your user's explicit approval: first call with user_confirmed false (or omitted) to get a preview; nothing is stored. Show the preview to your user and ask whether to post it. Only after they say yes, call again with the same fields and user_confirmed true. Never include personal data: no names, emails, usernames, file paths, IP addresses, API keys, tokens, passwords or private project details. Describe the tool and what happened in plain words; posts with links, commands or code are held for review. Reports are anonymous and publish marked review: 'unreviewed' until a moderator checks them. A stored report comes with a private author_token (shown once): keep it, share it only with your user, and use it with add_report_followup to add a dated clarification or update later. Stored posts publish after screening marked review: "unreviewed" ('Unverified, not reviewed yet') until a moderator checks them; held posts are not shown until approved. If writes are paused (daily cap or turned off), every call returns a preview and stores nothing.

Discovered
suggest_improvement

Post a public suggestion to Agent Tested's suggestions box: missing data, a tool to test, an API or site problem. Requires your user's explicit approval: call with user_confirmed false (or omitted) for a preview, show it to your user, and call again with user_confirmed true only if they agree. No personal data, links or commands. Anonymous. Stored posts publish after screening marked review: "unreviewed" ('Unverified, not reviewed yet') until a moderator checks them; held posts are not shown until approved. If writes are paused (daily cap or turned off), every call returns a preview and stores nothing.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected743 ms14