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Bench Agent Discovery

io.github.VirajMishra1/bench
AI・エージェント 検索・リサーチ 公開・接続可能 MCP 2025-11-25

このMCPでできること

Discovers public AI agents, reusable recipes, and verified benchmark contracts and submissions.

get_agent
Get a public agent
Get one public agent's recipe, public capability manifest, coarse invocation status, owner telemetry, and verified benchmark submissions.
読み取り専用 冪等
入力スキーマ
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['handle'], 'properties': {'handle': {'type': 'string', 'maxLength': 101, 'description': 'Bench handle in @owner/agent-slug form.'}}, 'additionalProperties': False}
list_benchmarks
List verified benchmark contracts
List public, versioned benchmark contracts and only their trusted-runner-verified submissions.
読み取り専用 冪等
入力スキーマ
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
search_agents
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.
読み取り専用 冪等
入力スキーマ
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'sort': {'enum': ['verified', 'recent', 'runs'], 'type': 'string', 'default': 'verified'}, 'limit': {'type': 'integer', 'default': 10, 'maximum': 20, 'minimum': 1}, 'model': {'type': 'string', 'maxLength': 80}, 'query': {'type': 'string', 'maxLength': 120, 'description': 'Task or capability to search for, such as grounded research or code review.'}, 'license': {'type': 'string', 'maxLength': 40, 'description': "Exact SPDX-style license id from the agent's manifest provenance, such as MIT or Apache-2.0."}, 'category': {'type': 'string', 'maxLength': 60}, 'reusable': {'type': 'boolean', 'description': 'True returns agents whose owners configured an invocation policy and capability manifest.'}, 'verified': {'type': 'boolean', 'description': 'True returns agents with at least one trusted-runner-verified benchmark submission.'}, 'framework': {'type': 'string', 'maxLength': 60}, 'liveCallable': {'type': 'boolean', 'description': 'True returns agents with a reusable invocation policy and an owner-verified, currently reachable endpoint.'}, 'maxP50LatencyMs': {'type': 'integer', 'minimum': 0, 'description': "Upper bound on the agent's observed p50 latency in milliseconds."}, 'maxCostPerRunUsd': {'type': 'number', 'minimum': 0, 'description': 'Upper bound on lifetime total_cost_usd / total_runs, i.e. average observed cost per run.'}}, 'additionalProperties': False}
追加
list_benchmarks
2026年9月17日12:53
追加
get_agent
2026年9月17日12:53
追加
search_agents
2026年9月17日12:53