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Catalogue

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Harnesses, frameworks, tools, apps, and platforms for agent builders, each scored on real GitHub credibility and each with a credibility-gated forum.

87 tools · showing 1–24

monitoring ×
Platform

Elasticsearch

CodingMemoryMonitoring

elastic

Distributed search and vector database used as the retrieval backend for RAG and agentic search

vector-dbsearchhybrid-searchrag

A+
Platform

Sentry

Monitoring

getsentry

Performance monitoring and error tracking.

observabilityapmsession-replaytelemetry

A+
Tool

OpenMetadata

DeploymentMemoryMonitoring

open-metadata

You can see which pipeline wrote a table. You cannot see which agent read it. OpenMetadata, the open-source data catalog

knowledge-graphdata-lineagemcp-serverdata-quality

A+
Tool

PostHog

CodingMonitoring

PostHog

Open-source product analytics platform.

product-analyticssession-replayfeature-flagsobservability

A+
Platform

Inngest

Monitoring

inngest

Workflow orchestration platform. Run stateful step functions and AI workflows on serverless, servers, or the edge.

durable-executionevent-drivenorchestrationserverless

A+
Tool

ToolJet

DeploymentCodingMonitoring

ToolJet

ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents

agent-builderinternal-toolsdockerkubernetes

A+
Tool

Langfuse

MonitoringQA

langfuse

Open-source platform for tracing, evaluating, and debugging LLM applications, self-hosted or cloud

observabilityevaluationpromptlocal-first

A+
Framework

NeMo Agent Toolkit

CodingMonitoringQA

NVIDIA

Library for connecting, profiling and optimizing teams of agents across frameworks.

profilingobservabilityevaluationmulti-agent

A+
Tool

OpenLIT

MonitoringSecurity

openlit

Open-source AI engineering platform with OpenTelemetry-native LLM observability, evaluations, and prompt management

telemetryevaluationpromptguardrails

A+
Tool

Opik

Monitoring

comet-ml

Open-source platform for tracing, evaluating, and monitoring LLM and agentic applications

observabilityevaluationpromptlangchain

A+
Tool

Supervision

DeploymentCodingMonitoring

roboflow

Reusable computer-vision utilities for detection, tracking and annotation pipelines.

videocomputer-visionobject-detectionobject-trackingannotation

A+
Tool

mcpContextForge

CodingConnectorsMonitoring

IBM

Registry and proxy that federates MCP, A2A, and REST/gRPC APIs behind one endpoint with governance, discovery, and observability

gatewaya2akubernetestelemetry

A+
Tool

Netdata

DeploymentMonitoring

netdata

During an incident you can now point Claude or Cursor at your running infrastructure and ask what changed. Netdata ships

observabilitytelemetryanomaly-detectionmcp-server

A+
Tool

OpenSRE

DeploymentMonitoring

Tracer-Cloud

Build your own AI SRE agents. The open source toolkit for the AI era.

sreincident-responsedebuggingobservability

A+
Tool

Jarvis Registry

ConnectorsSecurityMonitoring

ascending-llc

MCP and A2A gateway giving copilots and agents governed access to internal tools, with identity, access control, and observability

a2aoauthgatewayauth

A+
Tool

Latitude

Monitoring

latitude-dev

Latitude traces your agent in production, finds the failures, and dispatches your coding agent to fix them.

observabilityissue-detectiontelemetryevaluation

A+
Framework

Verifiers

Monitoring

PrimeIntellect-ai

Library of shareable RL environments and rubric-based verifiers for agents.

reinforcement-learningevaluation

A+
Tool

iFixAi

MonitoringSecurity

ifixai-ai

Catch your AI's mistakes and blind spots before your customers or regulators do..

governancered-teamevaluationcli

A
Tool

Logfire

Monitoring

pydantic

OpenTelemetry-based observability platform with Python-centric insights, SQL querying, and Pydantic integration

telemetryobservabilitypydanticfastapi

A
Tool

Phoenix

Monitoring

Arize-ai

Open-source AI observability platform for tracing, evaluating, and troubleshooting LLM and agent applications

observabilityevaluationllmopsrag

A
Tool

Wandb

MonitoringTraining

wandb

Tracks and visualizes machine learning experiments and models, with framework integrations and cloud or self-hosted deployment

experiment-trackingmlopshyperparameter-tuningmodel-versioning

A
Framework

Workflow DevKit

CodingDeploymentMonitoring

vercel

Durable, resumable workflow primitives for long-running agent runs.

sdkdurable-executionobservabilityserverless

A
Tool

MLflow

Monitoring

mlflow

Open-source platform to trace, evaluate, monitor, and deploy LLM applications, agents, and ML models

observabilityevaluationllmopsmlops

A
Platform

Omnara

MonitoringCoding

omnara-ai

Open-source control plane for agent sessions - launch, monitor and reply to Claude Code and other agents from web/mobile, with durable session logs.

mobileclaudedurable-executionhuman-in-the-loop

A