Token Observability

Tokenomy is an AI token intelligence platform that offers a token calculator, real-time usage monitoring, and analytical tools. It helps manage token costs, assess GPU memory needs, and evaluate energy consumption for efficient AI model performance.

Observo.ai is an AI-driven observability tool that revolutionizes security observability, cutting costs and incident resolution time. It optimizes telemetry data through intelligent pipelines, boosting security and DevOps operations while offering advanced data optimization and detection for faster

Middleware.io is an AI-driven cloud observability platform designed for middleware businesses. It provides real-time monitoring of infrastructure, applications, logs, errors, and performance, enabling swift issue resolution and cost-effective observability optimization.

Latitude offers end‑to‑end observability for LLM deployments, recording inputs, outputs, and context. It enables manual annotations, automated error grouping, continuous evaluation, and prompt optimization with GEPA. OTEL telemetry and SDK integrations support major model providers.

Langtrace is an open‑source observability platform that traces AI agent interactions, collects metrics such as token usage, cost, latency, and accuracy, and supports OTEL, major frameworks, and LLM providers. It offers on‑prem deployment, SOC 2 Type II compliance, and fine‑grained access control.

Codexbar integrates with Cursor to centralize session-based authentication and API usage reporting, surfacing per-model and billing-window metrics, provider cost estimates, account selection, storage footprint, and CLI/manual login options for developer, DevOps, and security teams.

Portkey is an LLMOps platform offering a unified API and model catalog with observability, guardrails, RBAC, audit logs, prompt management, caching, routing and PII redaction to simplify multi-model integration, governance, monitoring, and cost optimization.

OpenLIT is an open‑source observability platform for large‑language‑model applications, offering distributed tracing, real‑time monitoring, model evaluation, prompt versioning, fleet telemetry, and a zero‑code Kubernetes operator to integrate with major LLM providers and vector databases.

HoneyHive delivers AI observability and evaluation for production agents, offering OpenTelemetry tracing across 100+ LLMs, live metrics on quality, safety, latency, cost, drift alerts, offline experimentation, expert annotation, CI/CD integration, and enterprise security.

claude-dev.tools is a session analysis and debugging suite for Claude that reconstructs full session context and provides detailed token attribution across all components. It offers local and remote log inspection, execution trace visualization, and security monitoring through a self-hosted, open-so

Otterly.ai is a brand monitoring tool that tracks performance across AI-driven search platforms. It provides insights on keywords, competitor analysis, and market trends, helping users optimize their visibility in an evolving digital landscape.

LangWatch enables real‑time testing of LLM agents, offering simulation, prompt management, audit trails, and batch testing across models. It integrates with OpenTelemetry, LangChain, LangGraph, and supports self‑hosted, cloud, and role‑based access.

Quick Intel scans smart contract addresses across 54+ chains, delivering AI‑driven analysis in seconds. It flags hidden code, identifies scam patterns, and shows warning labels while recording key attributes for risk assessment.

Kovai.co’s SaaS suite—BizTalk360, Turbo360, and Document360—provides AI-assisted BizTalk Server and Azure monitoring, serverless tracing, automated remediation, role-based access, operational analytics, and a documentation platform for faster incident resolution and governance.

ContractReader Audit Tool lets developers and auditors view and analyze smart contracts on Ethereum, Goerli, Sepolia, Optimism, Polygon, Arbitrum, Base, and BNB Smart Chain. It offers syntax highlighting, live on‑chain values, testnet interaction, and GPT‑4 security reviews for pre‑deployment valida

Writesonic AI Visibility tracks brand rankings across ChatGPT, Gemini, Perplexity, and 10+ AI platforms, delivering scores, sentiment, and citation data. Its action center recommends outreach, SEO fixes, and AI‑optimized content, while 120M conversation insights guide topic selection.

Token Radar is a crypto analytics platform that enables investors to identify top-performing tokens and market trends through a real-time dashboard, social sentiment analysis, performance comparisons, and advanced filtering options.

MLflow is an open‑source AI engineering platform that tracks LLM and agent execution, monitors performance, cost, and safety, manages prompts, and supports experiment tracking, tuning, and deployment across multiple clouds or on‑premises.

LLM Pricing MCP Server exposes real-time model metrics — token rates, benchmarks, latency, and endpoint availability — inside MCP-enabled assistants, with tools to filter, compare, and rank models for cost- and performance-aware selection and provider compatibility checks.

Codehound is an AI-driven smart contract auditing tool that automates security assessments across multiple blockchain networks. It detects vulnerabilities in Solidity files and projects, offering detailed reports and a Visual Studio Code extension for efficient integration.

KWatch.io tracks real‑time mentions across X, LinkedIn, Facebook, YouTube, Reddit, and Hacker News, alerting via email, Slack, or API when keywords appear. It uses AI to assess sentiment and organizes results for monitoring, support, and intelligence.

Hexowatch monitors visual, content, HTML, and code changes on any URL, alerts on keyword, tech stack, and script updates, and tracks availability, WHOIS, sitemaps, API responses, and backlinks. It archives snapshots for compliance and quick market response.

TaleTok.io automates faceless video creation and multi-platform short-form distribution, generating scripts, AI voiceovers, music, visuals and timed captions from Reddit/4chan or custom text. Exports 1080p MP4, supports scheduling, watermarks and channel scaling.

LLMOps Space is a global community for LLM practitioners, offering curated content, discussion forums, event recordings, and resources on production deployment, fine‑tuning, observability, and search optimization, plus networking via Discord and newsletters.

Bondapp.io is an AI-powered task manager that automates routine work and streamlines team workflows through centralized task organization, deadline tracking, and collaboration features. It integrates with tools like PostHog and Sentry for usage insights and performance tracking, while offering secur

Typo offers real‑time visibility into development lifecycles, tracking DORA metrics, cycle time, sprint predictability, and productivity. AI code reviews reduce review time and bugs. Integrated natively with CI/CD and version control, it supports secure, enterprise‑scale, data‑driven insights.

Respan offers AI observability by tracing prompts, tool calls, and responses, enabling end‑to‑end debugging, evaluation with human, code, and LLM reviews, and real‑time monitoring for quality, cost, and compliance, and deployment orchestration across multiple cloud providers.

Spectate monitors websites, APIs, servers, and domains from worldwide locations, delivering instant alerts, AI root‑cause analysis, and automated status pages. It consolidates uptime, performance, and incident response into a single dashboard.

Beamtrace is a brand visibility monitoring tool for generative AI platforms and AI search engines. It tracks mention frequency, ranking position, competitor presence, and sentiment in AI-generated answers with trend analytics.

Talent Protocol creates verifiable talent passports that enhance professional reputation by integrating data from over 50 sources. It generates Builder Scores and allows users to showcase achievements through portable, self-reported resumes and on-chain attestations.

EchoMark embeds invisible, recipient-specific steganographic watermarks in emails, documents, images and attachments to trace leaks, supports Exchange/Google Workspace and SecureView links, provides forensic matching, access controls, analytics, revoke options, and APIs for DLP integration.

TickerTrends is an alternative data platform offering insights into market trends and consumer behavior through a robust search engine. It analyzes social media sentiment, web traffic, and app downloads, helping users identify emerging opportunities and monitor competitor performance.

Email Tracker is a Gmail‑compatible Chrome extension that notifies users when emails are opened or links/attachments are clicked. It offers visible or invisible tracking, detailed open counts and timestamps, and customizable Chrome pop‑up or email alerts for outreach optimization.

SherlockAI delivers real‑time consumer movement and behavior insights by aggregating millions of data points updated every minute. It offers block‑level global movement resolution, GDPR‑compliant privacy, and API access for actionable predictions.

Coval lets teams test, monitor, and manage conversational AI agents by simulating thousands of realistic interactions, tracking metrics such as latency and intent accuracy, sending real‑time alerts, and supporting role‑specific workflows—all under SOC2, HIPAA, and GDPR compliance.

Hexowatch tracks website changes across visual, content, code, tech stack, availability, price, keywords, backlinks, RSS, WHOIS, sitemaps, and APIs. Real‑time alerts, screenshots, element snapshots, downtime reporting, and webhook/email notifications help teams monitor and respond to updates.

Reflexivity is an investment analysis platform using autonomous AI agents and a knowledge graph to deliver research, document intelligence, smart market screening, portfolio analytics, scenario backtesting, and auditable insights with enterprise data integrations, APIs, and security controls.

TikTokenizer streamlines AI app development by automating token tracking for seamless integration with OpenAI's chat API. Manage subscriptions and monitor token usage effortlessly, ensuring fair billing cycles for efficient AI app management.

gpt-oss playground provides open-weight demos of gpt-oss-120b and 20b for infrastructure testing, distributed and on-device inference, benchmarking, API integration, and reproducible research, with adjustable reasoning levels and visible-reasoning for diagnostics. Demo-only; validate outputs.

Seeko offers full‑cycle AI integration for mid‑market teams: an audit identifies high‑leverage automation, a sprint‑based program delivers production‑ready AI on the Clutch platform, and managed operations ensure ongoing optimization and compliance.

AI‑driven monitoring tracks website changes—price shifts, product launches, design updates, content releases—and delivers real‑time alerts via email or Slack. It includes competitor analysis and custom alerts for jobs, events, crypto, stocks, and search trends.

Velvet, part of Arize, is a developer gateway that links to Arize’s Unified Observability Platform for real‑time AI feature assessment. It supports open‑source LLM tracing, a LiteLLM gateway with 100+ models, fallback, spend tracking, and cloud or on‑premise deployment.

TermScout uses AI to benchmark contract terms against market data, flagging deviations that affect fairness and alignment. It generates actionable risk signals, accelerates negotiations, and offers TrustMark certification to validate balanced, market‑aligned contracts for procurement and legal teams

Opencomputer is a scalable, on-demand compute platform for LLM agents and AI workloads, combining VM-level isolation with sandboxed execution. It supports type-1 ephemeral sandboxes for fast cold-starts (~100ms) and type-2 persistent sandboxes for long-running agent sessions with state preservation

Ellipsis.dev automatically reviews every GitHub commit and pull request, detecting bugs, anti‑patterns, and style issues. It generates summaries, async fixes, and test‑ready changes, and offers weekly change logs in a SOC 2‑compliant VPC environment.

Oversight centralizes financial and compliance data, delivering continuous monitoring, fraud detection, and audit automation. Machine‑learning models achieve 95% risk‑detection and 99% duplicate‑payment prevention, integrating natively with ERP and spend‑management systems.

42Signals AI delivers real‑time e‑commerce intelligence, tracking product listings, pricing, and search performance across major marketplaces. It monitors unauthorized sellers, provides price alerts, and analyzes customer reviews to inform inventory and marketing decisions.

Roark - Voice AI Evals provides monitoring and evaluation tools for voice AI, tracking over 40 call metrics, facilitating multi-speaker analysis, and ensuring compliance with regulations while optimizing voice agent performance through customizable dashboards and automated alerts.

Warestack aggregates GitHub, Linear, and Slack data into a queryable schema to track DORA metrics, enforce pull‑request review rules, surface real‑time risk alerts, and generate audit trails for SOC 2/HIPAA compliance.

BrandBeacon is an AI-powered search tracking and brand monitoring platform that provides real-time analytics on brand presence across AI platforms like ChatGPT and Perplexity. It enables teams to track mentions, compare visibility with competitors, and optimize content through customizable dashboard