MCP-Server

Bench Agent Discovery

io.github.VirajMishra1/bench
KI & Agenten Suche & Recherche Öffentlich und erreichbar MCP 2025-11-25

Was dieses MCP kann

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