# Bench Agent Discovery (remote · bench.virajmishratakehome.workers.dev)

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

- Trust score: 66/100 (medium)
- Change this week: +5
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `bench.virajmishratakehome.workers.dev`: 66/100 (this document), [markdown](https://verifymcp.io/servers/virajmishra1-bench/bench.md), [page](https://verifymcp.io/servers/virajmishra1-bench/bench)

## Channel facts

- Endpoint: `https://bench.virajmishratakehome.workers.dev/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.1.0`

## Trust breakdown

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. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS not yet verified: we couldn't determine whether a plaintext access path exists.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 66/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 381 tokens (~127/item across 3 items; 3 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 87/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 62% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http virajmishra1-bench https://bench.virajmishratakehome.workers.dev/mcp
```

### Codex

```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
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add virajmishra1-bench --url https://bench.virajmishratakehome.workers.dev/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  virajmishra1-bench:
    url: "https://bench.virajmishratakehome.workers.dev/mcp"
```

### Other

```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 recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-02 (score 66, +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.

### 2026-07-31 (score 65, +2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 63, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-28 (score 62, +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.

### 2026-07-27 (score 61, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 60)

First indexed and scored.

## MCP tools (3)

### `search_agents` (~243 tokens)

Search public AI agents

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

Input parameters:

- `category` (string)
- `framework` (string)
- `license` (string): Exact SPDX-style license id from the agent's manifest provenance, such as MIT or Apache-2.0.
- `limit` (integer)
- `liveCallable` (boolean): True returns agents with a reusable invocation policy and an owner-verified, currently reachable endpoint.
- `maxCostPerRunUsd` (number): Upper bound on lifetime total_cost_usd / total_runs, i.e. average observed cost per run.
- `maxP50LatencyMs` (integer): Upper bound on the agent's observed p50 latency in milliseconds.
- `model` (string)
- `query` (string): Task or capability to search for, such as grounded research or code review.
- `reusable` (boolean): True returns agents whose owners configured an invocation policy and capability manifest.
- `sort` (string)
- `verified` (boolean): True returns agents with at least one trusted-runner-verified benchmark submission.

### `get_agent` (~48 tokens)

Get a public agent

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

Input parameters:

- `handle` (string, required): Bench handle in @owner/agent-slug form.

### `list_benchmarks` (~27 tokens)

List verified benchmark contracts

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

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/virajmishra1-bench/bench#diagnostics

## Score history

- 2026-08-03: 66
- 2026-08-02: 66
- 2026-08-01: 65
- 2026-07-31: 65
- 2026-07-30: 63
- 2026-07-29: 62
- 2026-07-28: 62
- 2026-07-27: 61
- 2026-07-26: 60

## Links

- Remote endpoint: https://bench.virajmishratakehome.workers.dev/mcp
- Repository: https://github.com/VirajMishra1/bench
- Website: https://bench.virajmishratakehome.workers.dev/
- Changelog RSS feed: https://verifymcp.io/servers/virajmishra1-bench/bench/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/virajmishra1-bench/bench/changelog.json
- HTML version of this page: https://verifymcp.io/servers/virajmishra1-bench/bench