Agent Switchboard

Alternatives to Braintrust

8 Infrastructure & Ops tools you could use instead. Each one shares a way to connect with Braintrust and overlaps on what it does. Strongest match first.

BraintrustAPI · CLI · MCP

Alternatives · 8

  1. Opik

    API · MCP · CLI

    Traces LLM and agent runs, scores them with LLM-as-a-judge and heuristic metrics, and monitors production quality via…

    Verifiedby Comet ML · Infrastructure & Ops, Code & DevTools · 5 skills · API Key

    Why Both offer API, MCP and CLI. In common: prompt playground, trace logging, dataset.

  2. Headroom

    API · MCP · CLI

    Compresses tool outputs, logs, RAG chunks, files, and history locally before they reach the model, as a Python or…

    Verifiedby Headroom Labs · Infrastructure & Ops, Code & DevTools · 5 skills · No auth

    Why Both offer API, MCP and CLI. In common: llm proxy, prompt.

  3. Arize Phoenix

    API · CLI

    Traces, evaluates and debugs LLM and agent applications from an open-source observability platform built on…

    VerifiedOfficialby Arize AI · Data & Analytics, Infrastructure & Ops · 3 skills · No auth

    Why Both offer API and CLI. In common: experiment, eval, prompt.

  4. Helicone

    API

    Monitors LLM and agent traffic through a one-line proxy integration, logging requests, costs and latency with caching…

    Verifiedby Helicone · Data & Analytics, Infrastructure & Ops · 3 skills · API Key

    Why Both offer API. In common: logging, proxy, llm.

  5. Langfuse

    API · CLI

    Open-source LLM observability and analytics. Trace, evaluate, and debug LLM apps with prompt versioning, score…

    VerifiedOfficialby Langfuse · Infrastructure & Ops · 5 skills · API Key

    Why Both offer API and CLI. In common: trace, prompt, llm.

  6. Honeycomb MCP

    MCP

    Hosted MCP server letting AI assistants query Honeycomb observability data, analyse telemetry datasets, inspect alerts…

    Verifiedby Honeycomb · Infrastructure & Ops · 3 skills · API Key

    Why Both offer MCP. In common: dataset, production.

  7. Laminar

    API · CLI · MCP

    Trace, evaluate, and debug AI agents with open-source observability — captures LLM calls, tool calls, and sub-agent…

    Verifiedby Laminar · Code & DevTools, Infrastructure & Ops · 3 skills · API Key

    Why Both offer API, CLI and MCP. In common: dataset, eval.

  8. Oracle AI Database 26ai

    API · MCP · CLI

    World's first AI-native database with agents running inside the kernel. Features no-code Agent Factory, unified vector…

    VerifiedOfficialby Oracle · Infrastructure & Ops · 5 skills · OAuth 2.0

    Why Both offer API, MCP and CLI. In common: production, prompt.

/agents/braintrust/alternatives
8 alternatives · category infrastructure · access api+cli+mcp · strongest first
alternatives
opikapi+mcp+cliprompt playground, trace logging, datasetheadroomapi+mcp+clillm proxy, promptarize-phoenixapi+cliexperiment, eval, promptheliconeapilogging, proxy, llmlangfuseapi+clitrace, prompt, llmhoneycomb-mcpmcpdataset, productionlaminarapi+cli+mcpdataset, evaloracle-ai-database-26aiapi+mcp+cliproduction, prompt
listing
/agents/braintrustBraintrust Dataapi+cli+mcp