AgentDish directory
Recently Evaluated
The newest checks across accepted listings.
| Listing | Category | Score | Trend | Checked | |
|---|---|---|---|---|---|
|
#1602
↓ -3
agent-ready
A tool that checks how an AI agent reads a startup website, highlighting what it understands in the first seconds and where it gets lost. |
Developer Tools / AI Testing & Evaluation | 83 | ↓ -3 | 137 days ago | Details |
|
#1011
↓ -3
open-geo
open-geo is a GEO visibility tracker for AI answers. It runs queries in a logged-in browser, records whether a brand appears in sources, citations, or answer text, and outputs a FastAPI/React dashboard plus PDF reports. |
Developer Tools / AI Tooling | 85 | ↓ -3 | 137 days ago | Details |
|
#1344
↓ -6
llayer
A framework-free Unix-style AI agent stack built from small shell commands. It uses bash, curl, and jq to run a REPL-like agent loop with append-only JSONL history, tool dispatch, and piping-friendly components. |
Developer Tools / AI Agents | 84 | ↓ -6 | 137 days ago | Details |
|
#569
↓ -4
Clariox
Clariox is a career simulation platform that uses AI voice conversations to help users rehearse interviews, negotiations, leadership conversations, and pitches. It provides outcome-based feedback, role-specific interview modes, and scenario-based practice for job seekers, managers, and professionals preparing for high- |
Productivity / Career Coaching | 87 | ↓ -4 | 137 days ago | Details |
|
#815
↑ +2
ByteAsk Embedded MCP
An open-source MCP server that returns page-cited, verbatim evidence from embedded and firmware reference docs for coding agents. |
Developer Tools / AI Developer Tools | 86 | ↑ +2 | 137 days ago | Details |
|
#2067
↓ -1
Correl8AI/skills
A GitHub repository of agent skills for reviewing conversational AI product UX from a codebase, including discovery, review, and recommendation workflows. |
Developer Tools / AI Development Tooling | 80 | ↓ -1 | 137 days ago | Details |
|
#1855
↓ -2
The Cascade Graph
An interactive, cited knowledge graph that maps physical, geopolitical, and economic constraints across the global economy, with node evidence pages, feedback loops, and an accessible text index. |
Research / Knowledge Work | 82 | ↓ -2 | 137 days ago | Details |
|
#1978
↑ +2
LiteLLM Migrates to Rust
LiteLLM is moving its AI gateway to Rust and claims major gains in throughput, memory use, and request overhead while keeping the same config, API, and provider coverage. |
AI Gateway / Infrastructure | 81 | ↑ +2 | 137 days ago | Details |
|
#401
↓ -3
Latitude
Open-source AI agent monitoring platform with tracing, issue grouping, evals, semantic search, alerts, and MCP access for coding agents. |
Developer Tools / AI Observability | 88 | ↓ -3 | 137 days ago | Details |
|
#1603
↓ -3
OpenBot
OpenBot is a local-first harness for running AI agents. It includes a small event API, local file storage, a built-in orchestrator agent, a deterministic state agent, and support for custom agents and plugins loaded from disk. |
Developer Tools / Agent framework | 83 | ↓ -3 | 137 days ago | Details |
|
#402
↓ -3
mimic
An Android accessibility service that lets agents and scripts inspect the UI tree and control a phone from the CLI, REST, or MCP with token-gated permissions. |
Developer Tools / Automation | 88 | ↓ -3 | 137 days ago | Details |
|
#1345
↓ -6
Cachet
Cachet is a local semantic cache for LLM APIs that sits in front of OpenAI- or Anthropic-compatible endpoints and serves repeated or rephrased requests from cache. It includes a dashboard for hit rate and estimated savings, supports streaming responses, and is implemented as a single Rust binary. |
Developer Tool / API Proxy / Caching | 84 | ↓ -6 | 137 days ago | Details |
|
#1604
↓ -3
cc-fleet
Open-source CLI and plugin that lets Claude Code run workflows, teams, and subagents on third-party models like DeepSeek, GLM, Kimi, Qwen, or Codex-compatible providers. |
Developer Tools / AI Orchestration | 83 | ↓ -3 | 137 days ago | Details |
|
#403
↓ -3
skillhealth
Open-source CLI and TUI for auditing Claude Code skills: shows usage heat, token cost, broken skills, and relationship graphs, with JSON/Markdown output for CI. |
Developer Tools / CLI / Observability | 88 | ↓ -3 | 137 days ago | Details |
|
#1605
↓ -3
aharness
Aharness is an open-source workflow harness for Codex that turns coding-agent processes into enforced state machines with typed gates, validated evidence, controlled transitions, repair paths, and inspectable logs. |
Developer Tools / AI Workflow Orchestration | 83 | ↓ -3 | 137 days ago | Details |
|
#1856
↓ -2
Buzz
Buzz is a self-hostable workspace for humans and AI agents to collaborate in the same threads, with signed events, audit trails, channels, workflows, and code-oriented actions. |
Developer Tools / AI Collaboration / Workflow | 82 | ↓ -2 | 137 days ago | Details |
|
#2359
→ 0
Prompt Injection as Role Confusion
An ICML 2026 research project page arguing that prompt injection comes from how LLMs misread roles, with an extended writeup, examples, and links to the paper, code, arXiv, and BibTeX. |
Research / AI Safety | 77 | → 0 | 137 days ago | Details |
|
#1012
↓ -3
sturnus
An OpenAI-compatible LLM proxy that routes requests to the fastest healthy provider. It runs as a small sidecar, supports latency/error-aware routing, session affinity, and Vertex AI, and can be deployed as a single static binary or Docker container. |
Developer Tools / API Gateway / LLM Routing | 85 | ↓ -3 | 138 days ago | Details |
|
#1346
↓ -6
nff
Open-source MCP server and CLI that lets an LLM control hardware workflows like compiling, flashing, and reading serial output for firmware development and device diagnostics. |
Developer Tools / Hardware Development | 84 | ↓ -6 | 138 days ago | Details |
|
#816
↑ +2
GreyFox Community Edition
GreyFox Community Edition is a self-hosted AI traffic proxy and admin console for teams that want to control LLM usage, enforce per-user quotas, reuse cached responses, and keep traffic inside their own infrastructure. |
Developer Tools / AI Infrastructure | 86 | ↑ +2 | 138 days ago | Details |
|
#570
↓ -4
Duckle
Local-first desktop ETL/ELT studio with a drag-and-drop pipeline canvas, DuckDB execution, and an on-device AI assistant for describing workflows in plain English. |
Data / ETL/ELT | 87 | ↓ -4 | 138 days ago | Details |
|
#571
↓ -4
PMB
Local-first persistent memory for AI coding agents over MCP. PMB stores decisions, lessons, project facts, and searchable context in a single SQLite file and exposes it through a CLI and dashboard. |
Developer Tools / AI Agent Tools | 87 | ↓ -4 | 138 days ago | Details |
|
#1606
↓ -3
MemoryOps AI
A governed memory runtime for AI assistants with typed storage, policy checks, audit logging, tenant isolation, and hybrid retrieval. The repo includes a backend API, worker jobs, SDK examples, architecture docs, and eval harnesses. |
Developer Tool / AI Memory / Agent Infrastructure | 83 | ↓ -3 | 138 days ago | Details |
|
#1979
↑ +2
DebugBrief
Local-first CLI that records a debugging session and turns it into an evidence-backed Markdown report for PRs, handoffs, and incident notes. It captures commands, notes, exit codes, and git context, then generates a timeline and red-to-green summary from the recorded evidence. |
Developer Tools / CLI | 81 | ↑ +2 | 138 days ago | Details |