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Bench Agent Discovery

REMOTE · BENCH.VIRAJMISHRATAKEHOME.WORKERS.DEV · SCANNED AUG 3

Discover public AI agents, reusable recipes, and trusted benchmark evidence by task.

+5 this week 66 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security63
Transport & Reachability100
Schema Quality & AI Usability66
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 381 tokens (~127/item across 3 items; 3 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage87
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 62% of tool parameters carry a description.Partial
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · bench.virajmishratakehome.workers.dev

# add to Claude Code
claude mcp add --transport http virajmishra1-bench https://bench.virajmishratakehome.workers.dev/mcp
# ~/.codex/config.toml
[mcp_servers.virajmishra1-bench]
url = "https://bench.virajmishratakehome.workers.dev/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "virajmishra1-bench": {
      "type": "remote",
      "url": "https://bench.virajmishratakehome.workers.dev/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add virajmishra1-bench --url https://bench.virajmishratakehome.workers.dev/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  virajmishra1-bench:
    url: "https://bench.virajmishratakehome.workers.dev/mcp"
// mcp.json
{
  "mcpServers": {
    "virajmishra1-bench": {
      "type": "http",
      "url": "https://bench.virajmishratakehome.workers.dev/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 2 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Jul 26 +2
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 28 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 27 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 60

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://bench.virajmishratakehome.workers.dev/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=virajmishratakehome.workers.dev CN=WE1,O=Google Trust Services,C=US 17 Jul 2026 15 Oct 2026 ECDSA 256 ECDSA-SHA256 e25b1002411644201325e6ad7136695d
SANs: virajmishratakehome.workers.dev, *.virajmishratakehome.workers.dev
CN=WE1,O=Google Trust Services,C=US (CA) CN=GTS Root R4,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 ECDSA 256 ECDSA-SHA384 7ff31977972c224a76155d13b6d685e3
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 15 Nov 2023 28 Jan 2028 ECDSA 384 SHA256-RSA 7fe530bf331343bedd821610493d8a1b
DNSSEC insecure

Validation of bench.virajmishratakehome.workers.dev. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
dev. present 60074 8 Verified
workers.dev. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://bench.virajmishratakehome.workers.dev/mcp Verified 200
http (plaintext) http://bench.virajmishratakehome.workers.dev/mcp Inconclusive 406
MCP tools — 3 exposed · ~318 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
get_agent ~48

Get one public agent's recipe, public capability manifest, coarse invocation status, owner telemetry, and verified benchmark submissions.

NameTypeReqDescription
handlestringyesBench handle in @owner/agent-slug form.

No output schema declared.

No examples provided.

list_benchmarks ~27

List public, versioned benchmark contracts and only their trusted-runner-verified submissions.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

search_agents ~243

Find listed public agents by task, capability, category, framework, model, verified evidence, or reuse configuration. Owner telemetry and controlled benchmark evidence are returned separately.

NameTypeReqDescription
categorystring
frameworkstring
licensestringExact SPDX-style license id from the agent's manifest provenance, such as MIT or Apache-2.0.
limitinteger
liveCallablebooleanTrue returns agents with a reusable invocation policy and an owner-verified, currently reachable endpoint.
maxCostPerRunUsdnumberUpper bound on lifetime total_cost_usd / total_runs, i.e. average observed cost per run.
maxP50LatencyMsintegerUpper bound on the agent's observed p50 latency in milliseconds.
modelstring
querystringTask or capability to search for, such as grounded research or code review.
reusablebooleanTrue returns agents whose owners configured an invocation policy and capability manifest.
sortstring
verifiedbooleanTrue returns agents with at least one trusted-runner-verified benchmark submission.

No output schema declared.

No examples provided.