MCP servers and skills: search, filter by where they run, and compare.
Open-source observability tool that uses AI agents to self-heal your software
Hosted by authorApache-2.0★ 1.5kNo key
Make Skills
Hosted by authorMIT★ 139No key
Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support EU AI Act Article 12 record-keeping. Drift detection, MCP, Py
MCPLink only★ 145
MCP development, debugging, migration, and verification for coding agents, backed by an engineering guide and executable lab.
MCPLink only★ 18
Hosted by authorMIT★ 4Few starsNo key
Credential isolation for AI agents — stop leaking secrets to your agents. TAP is a credential proxy: agents never see secret values; optional human approval on sensitive calls. By human.tech (Apache-2
Hosted by authorApache-2.0★ 13No key
A host-side, scriptable command-line terminal for Segger-RTT; Also the AI-ready command line for embedded validation.
MCPLink only★ 58
Failure intelligence and shared debugging memory for AI coding agents
MCPLink onlyFew stars
OmniDebugLink documentation hub — protocol spec, third-party client guide, and SDK index for remote device debugging over MCP
MCPLink onlyFew stars
Let AI agents play, observe, and debug games in emulators through MCP.
MCPLink only★ 22
MCP server for the Sovereign AI Blog: Search, retrieve, and diagnose tools for self-hosted AI on NVIDIA DGX Spark.
Hosted by authorMIT★ 3Few starsNo key
Professional Serial Port Debugging Assistant with Modbus, PLC, CAN, I2C/SPI support and MCP server
MCPLink only★ 38
Shared knowledge base for AI agents. Store and search knowledge about anything via MCP.
Hosted by authorMIT★ 2Few starsNo key
Search reusable solutions from agent work; publish evidence and report reuse. Public HTTP API and MCP for debugging knowledge exchange.
MCPLink onlyFew stars
Shared debugging memory for AI coding agents. Search, report, patch, and verify issues via MCP. Every fix survives beyond the conversation.
MCPLink only★ 1Few stars
Team knowledge evaporates daily — pairing sessions, debugging context, architectural rationale lost to Slack. Distillery captures it at the point of creation, connects it into a living graph, and surf
MCPLink only★ 25
An MCP server to allow you to debug webpages using LLMs
MCPLink only★ 45
httpbin echo: GET/POST inspection, status codes, delay, UUID, base64. Debug aid.
Hosted by authorMITFew starsNo key
Test HTTP 429/503 and Retry-After with actual-client retry traces. Public HTTP API, MCP, curl diagnostic and optional evidence sharing.
Hosted by authorMITFew starsNo key
Tokenized stock index + gas sponsor (ERC-4337 paymaster paid in USDC over x402) for AI agents on Base
Hosted by authorMITFew starsNo key
Tidesman — a free native MCP server for running, understanding, and debugging Linux containers with Apple's container tool. Public downloads + docs.
MCPLink only★ 7
Keyless webhook endpoints for humans and AI agents — capture, inspect, replay, forward, and generate TypeScript/Zod types from your real traffic. Remote MCP server + REST API.
Hosted by authorMITFew starsNo key
KDebug is a Kubernetes debugging tool that allows you to interact with your Kubernetes clusters through LLMs. It uses the Model Control Protocol (MCP) to enable AI to execute Kubernetes commands on yo
MCPLink only★ 16
MCP Server for AI-powered embedded MCU debugging via pyOCD + CMSIS-DAP
MCPLink only★ 1Few stars
Who stands behind it
