FutureAGI MCP for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with FutureAGI MCP or direct API to run evaluations, inspect observability traces, manage datasets, and review annotations through natural language.

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Api Key

FutureAGI is an AI evaluation and observability platform for testing, tracing, simulating, and improving AI systems. Use it to measure model quality, debug failures, manage datasets, and close the loop with annotation workflows.

9 Tools

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Type what you want done — sign in and watch it run live in the Tool Router playground.

TOOL ROUTER PLAYGROUND
FutureAGI
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TOOLS

Supported Tools

Every FutureAGI action and event your agent gets out of the box.

List Agent Definitions

List one page of agent definitions in the connected FutureAGI organization, optionally filtering by type, name, assistant ID, or agent ID.

List Annotation Labels

List one page of FutureAGI annotation labels by type, name, project, or dataset, optionally including usage counts.

List Annotation Queues

List one page of FutureAGI annotation queues by status or name, optionally including item counts.

List Custom Eval Configs

List custom evaluation configurations, optionally restricted to a FutureAGI project or evaluation task.

List Datasets

List one page of datasets in the connected FutureAGI organization, optionally searching by name.

List Eval Tasks

List one page of FutureAGI evaluation tasks, optionally filtering by project ID or task name.

List Personas

List one page of built-in and workspace personas for FutureAGI simulations, with type, simulation-mode, and text filters.

List Run Tests

List one page of configured FutureAGI run tests without executing them, optionally filtering by name, source type, or prompt template.

List Scenarios

List one page of FutureAGI simulation scenarios, optionally filtering by agent definition, agent type, or search text.

SETUP GUIDE

Connect FutureAGI MCP Tool with your Agent

1

Install Composio

typescript
npm install @composio/core ai @ai-sdk/mcp @ai-sdk/openai
Install the Composio SDK and your agent framework
2

Create a session with MCP enabled

typescript
import { Composio } from "@composio/core";

const composio = new Composio();
const { mcp } = await composio.create("your-user-id", {
  toolkits: ["futureagi"],
  mcp: true,
});
Create a session scoped to FutureAGI and read its MCP URL and headers
3

Connect your agent to the MCP server

typescript
import { createMCPClient } from "@ai-sdk/mcp";
import { openai } from "@ai-sdk/openai";
import { generateText, stepCountIs } from "ai";

const client = await createMCPClient({
  transport: { type: "http", url: mcp.url, headers: mcp.headers },
});

const { text } = await generateText({
  model: openai("gpt-5.6-sol"),
  tools: await client.tools(),
  prompt: "List recent FutureAGI evaluation runs and summarize the failing test cases",
  stopWhen: stepCountIs(10),
});

console.log(text);
await client.close();
Pass the session's MCP URL and headers to your agent and run a FutureAGI request
SETUP GUIDE

Connect FutureAGI API Tool with your Agent

1

Install Composio

typescript
npm install @composio/core @composio/openai openai
Install the Composio SDK, the OpenAI provider, and the OpenAI SDK
2

Create a Composio session

typescript
import OpenAI from "openai";
import { Composio } from "@composio/core";
import { OpenAIResponsesProvider } from "@composio/openai";

const composio = new Composio({ provider: new OpenAIResponsesProvider() });
const client = new OpenAI();

const session = await composio.create("your-user-id", { toolkits: ["futureagi"] });
const tools = await session.tools();
Initialize Composio with the OpenAI Responses provider and create a session scoped to FutureAGI
3

Run FutureAGI tools with your agent

typescript
let response = await client.responses.create({
  model: "gpt-5.6-sol",
  tools,
  input: [{ role: "user", content: "List recent FutureAGI evaluation runs and summarize the failing test cases" }],
});

while (response.output.some((o) => o.type === "function_call")) {
  const outputs = await composio.provider.handleToolCalls(session, response.output);
  response = await client.responses.create({
    model: "gpt-5.6-sol",
    tools,
    previous_response_id: response.id,
    input: outputs,
  });
}

console.log(response.output_text);
Send a request, execute the FutureAGI tool calls through the session, and print the final answer

Why Use Composio?

AI Native FutureAGI Integration

  • Supports both FutureAGI MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable evaluation, observability, dataset, simulation, and annotation workflows
  • Rich coverage for reading, writing, and querying FutureAGI data without custom integration code

Managed Auth

  • Securely store and use your FutureAGI API key without hard-coding it in agent code
  • Central place to manage, scope, and revoke FutureAGI access across users and environments
  • Per user and per environment credentials, so local testing and production stay cleanly separated

Agent Optimized Design

  • FutureAGI tools are exposed with clear schemas that AI agents can understand and call reliably
  • Tools are tuned using real error and success patterns to improve reliability over time
  • Comprehensive execution logs, so you can see which evaluation, trace, dataset, or annotation action ran and why

Enterprise Grade Security

  • Fine-grained RBAC so you control which agents and users can access FutureAGI
  • Scoped, least privilege access to FutureAGI evaluation, observability, dataset, and annotation resources
  • Full audit trail of agent actions to support debugging, review, and compliance
FAQ

Frequently asked questions

Yes, FutureAGI requires you to configure your own API key credentials. Once set up, Composio handles secure credential storage and API request handling for you.

Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. Learn more.

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

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