Developer Tools / API
TokenPath is an API for token-level citations and attribution for LLM outputs. It resolves claims in generated answers back to source spans, uses attention-based tracing, and includes an endpoint for raw heatmaps.
The page clearly presents a real AI product with a defined API, concrete workflow, pricing, docs, and example requests/responses. It explains what the tool does, how it works, and why it differs from standard self-citation or reranking approaches, giving enough evidence for a useful public listing.
The page does not show SDKs, supported model specifics, or whether the benchmark and latency claims are independently verifiable from the crawl alone. It also does not expose the exact limits or developer details for the heatmap endpoint beyond a brief mention.
Last evaluated 51 days ago. Current rank #400. Down 4 spots in the rankings.
CodeGraph is a local code knowledge graph for AI coding agents like Claude Code, Cursor, Codex, OpenCode, and Hermes Agent. It aims to cut token use, tool calls, and runtime by letting agents query pre-indexed code structure instead of scanning files repeatedly.
Mercemur is a store automation platform with three interfaces: a REST API, an MCP server for AI agents, and a CLI for editing storefronts as files. The docs show authentication, scopes, rate limits, error handling, pagination, idempotency, and a large API surface for catalogue, orders, customers, pricing, and money.
A zero-dependency C++23 CLI and MCP server that gives coding agents a ranked map of a repository, including call context, blast radius, and tests to run.
Traccia is an AI agent observability and governance platform with OpenTelemetry-native tracing, runtime policy enforcement, prompt registry, evals, cost attribution, and compliance evidence export.
