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.

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.

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.

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.

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.

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.

Spot is a virtual office platform that lets remote teams see real‑time presence, walk to colleagues, start or join meetings instantly, share screens and whiteboards, conduct polls, and collaborate securely with SSO integration.

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

Octolens tracks brand mentions across 13+ platforms, using AI to filter for relevance, sentiment, and intent. It delivers real‑time alerts via Slack, email, or webhooks, offers API/MCP integration, and updates hourly for timely action.

OpenCode.ai is an open-source AI coding agent that runs directly in your terminal, IDE, or desktop. It connects to 75+ LLM providers, supports offline use, and enables multi-session collaboration for code review and debugging.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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

Orbofi lets users create autonomous AI agents in a minute, deploying them to secure sandboxes with code execution. Agents perform tasks such as trading, content generation, and DeFi interactions, and can be traded for fees on decentralized markets.

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.

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.

Stocknear delivers real‑time U.S. stock and ETF data—including prices, options flow, dark‑pool activity, and news—alongside customizable dashboards, portfolio tracking, and screening tools for active traders and investors, and live index data—S&P 500, Nasdaq, Dow, Russell—for timely market shift det

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.

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.

TraceMail is an email‑tracking tool for Gmail via a Chrome extension, delivering real‑time notifications on opens, clicks, and document views. It offers engagement dashboards, link‑click tracking, AI‑powered content retrieval, and GDPR‑compliant privacy.

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.

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.

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.

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.

QuickSEO consolidates Google Search Console metrics and AI chatbot visibility into one dashboard, tracking clicks, impressions, rankings, and AI appearance scores. It analyzes sentiment, detects competitor mentions, and offers data‑driven recommendations for content and keyword optimization.

Telescope is an AI platform for financial institutions that delivers plug‑in APIs and pre‑built integrations, enabling quick deployment of language models. It offers tools for investment basket creation, real‑time market analysis, AI‑driven research, compliant answer generation, and continuous compl

HoundDog.ai scans code to detect PII leaks and map data flows across logs, APIs, SDKs, and AI integrations. It auto‑creates GDPR‑aligned documents, blocks risky pull requests in IDEs and CI/CD, and supplies an API context engine for safer AI coding.

NotesCast delivers fully transcribed podcasts with precise timestamps, color‑coded speaker labels, and instant search. Users can jump to specific moments, locate topics, quotes, or keywords across episodes, supporting study, research, and content creation.

AI agents scan 300,000+ sources—including dark‑web forums and new domains—to deliver real‑time OSINT alerts with context on threat actors, intent, and campaigns. Customizable workflows target phishing, insider risk, or credential leaks, enabling rapid response and fraud reduction.

Parity is an AI tool for site reliability engineering that automates root cause analysis, streamlines incident response, and facilitates communication with Kubernetes clusters, enhancing operational efficiency and minimizing downtime for engineering teams.

WebTotem delivers an AI‑driven firewall that blocks brute‑force, DoS, SQLi, XSS, bot, spam, path traversal, and emerging threats, with custom IP whitelisting. It scans for malware, defacement, open ports, tracks SSL and domain expiry, scores vulnerabilities, and provides dashboards for collaboration

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.