Serveur MCP

Bench Agent Discovery

io.github.VirajMishra1/bench
IA et agents Recherche et exploration Public et accessible MCP 2025-11-25

Ce que fait ce MCP

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.
Lecture seule Idempotent
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['handle'], 'properties': {'handle': {'type': 'string', 'maxLength': 101, 'description': 'Bench handle in @owner/agent-slug form.'}}, 'additionalProperties': False}
list_benchmarks
List verified benchmark contracts
List public, versioned benchmark contracts and only their trusted-runner-verified submissions.
Lecture seule Idempotent
Schéma d’entrée
{'type': 'object', '$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.
Lecture seule Idempotent
Schéma d’entrée
{'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}
Ajouté
list_benchmarks
17 September 2026 12:53
Ajouté
get_agent
17 September 2026 12:53
Ajouté
search_agents
17 September 2026 12:53