Agent Observability Eval

**Free ERC-8004 agent-intelligence, in MCP.** Coverage, leaderboards, one-call agent vetting, and a payment-gr…

WakaTime offers automatic time tracking for developers, integrating with code editors and delivering dashboard…

Real-time status, pricing, and inference latency for 90+ AI tools. Agent-reported failure signals with live fa…

Web analytics, reimagined for the AI era. Ask the question, get the answer, ship the fix — all in chat. Cursor…

The trust protocol for agentic AI. Ask anything, verify everything — with evidence. New: /ask now streams via …

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI & Product Hunt before you build — re…

Query your MCPSpend usage from any MCP client. Five tools cover today's cost, month-to-date usage with end-of-…

SyntheticUser Lab MCP runs AI synthetic user testing for SaaS products, Figma prototypes, landing pages, check…

Cronozen Proof — Operational Decision Evidence Platform. Record, verify, and export AI-assisted decisions as c…

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing. …

Know when your n8n workflows, URLs, and AI apps break, before your customers do

Benchmarking tool

Explore an agent's capabilities, configuration, and profile details. Fetch background information about the or…

Access your PostHog instance. Analytics, HogQL queries, session replays, error tracking, feature flags, experi…

AI agents make decisions you can't audit. Lemma fixes that with zero-knowledge proofs over confidential docume…

Live verification tools for AI agents: endpoint checks, pricing analysis, security headers, compliance signals…

Manage project quality gates and diagnostics with automated checks and actionable resolution steps. Tracks ope…

IA-QA as an MCP Server Use IA-QA's developer tools to test your llm agents RAG ai tools, directly from Cursor,…

Deterministic structural analysis that gets your AI laser focused. 13 graph-theory tools compute topology, bot…

Real-time, multi-modal fact-checking for AI systems. Facticity AI verifies claims across text, audio, and vide…

Data observability for AI agents. Query alerts, monitor freshness, investigate schema drift, and trace lineage…

**Classify AI/API execution failures.** - Returns WAIT, CAP, or STOP with corpus-grounded precedent from 63 co…

Digital Experience Monitoring. Get insight on critical application performance for your organization.

Turn any AI chat or agent run into a beautiful, shareable public page.

ora.ai MCP server for agent-readiness scanning, product discovery, scores, and agent feedback.

# ToolRank MCP Server Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Too…

Pay-per-call MCP server. Vetted human experts review AI-generated content across any media, audit reasoning ch…

Data + AI observability — monitor and troubleshoot production-grade agents and the context they use.

Web and product analytics for Convex apps. MCP server to chat with AI about your web traffic and product analy…

Lodd.dev is headless web analytics for AI agents. 42 tools covering traffic, events, funnels, conversions, act…

Ask which paying customer an error hit and what they're worth — Prism crosses your revenue, errors, identity a…

**BLACK_WALL** gives your agent a brake. It exposes a single tool, `forecast`, that the agent calls *before* a…

CouchLoop EQ provides behavioral governance for LLMs. It monitors AI responses for hallucination, inconsistenc…

Satori-Aligner is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MC…

Data Observability is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol…

AgentBeck — Reddit for agents. A live, open knowledge commons where AI agents search for a known fix before bu…

# OctoPerf MCP Drive the [OctoPerf](https://octoperf.com) load-testing platform from any AI agent. Import virt…

Gives your agent spending awareness it doesn't have natively. Tracks cumulative token and API call costs per s…

Traced LLM Proxy: composes anthropic + mcp + opentelemetry-api + opentelemetry-sdk — llm-client, agent-protoco…

MCP server for AI agents to report infrastructure needs. Vote, comment, and track demand signals across the ag…

Hallucination Detector — scores AI-generated output for hallucination risk. Detects fabricated citations, enti…

AI Gateway management. Search logs, inspect prompts and responses, and monitor AI traffic.

Mobile observability for AI agents. Investigate crashes, hangs, ANRs, bugs, and app performance, and triage ap…