The real catalog of tools for AI agents

Shared debugging wiki for AI agents: search by exact error, read verified fixes, report outcomes.

Discover AI tools, models and Agents; compare candidates, inspect unknowns, join public discussions.

Agent Pay and planning graph for stablecoin commerce.

Execution graph of AWS: verified contracts, least-privilege IAM policies, pre-flight authorization.

Citation-network analysis on Scopus or OpenAlex: coupling, co-citation, lineages, bibliometrics.

MCP server for Boolean network simulation and attractor analysis using MaBoSS

MCP server for biological network construction and analysis using pathway databases

Code graph for AI agents: impact analysis and call tracing for Python, TypeScript and Go.

Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-click SSH.

Every UniFi Network API operation, plus drift detection, topology, and rule prediction no other

Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.

Discover and query 15,500+ classified subgraphs on The Graph Network

USDA FoodData Central nutrient lookup, FDA recall watch, EU FMCG labelling via remote MCP

WSPR beacon analytics MCP server. Band openings, path analysis, solar correlation.

Gives AI agents a public IPv6 identity, hostname, port forwarding, web fetch, team mesh. Free tier.

Paid deterministic data-quality and execution-verification tools for AI agents.

Transform unstructured text into queryable semantic knowledge graphs.

Deploy and manage Edge Network cloud: sites, VMs, storage, DNS, Shield, Assist. Agent self-signup.

Free verified network knowledge for AI agents: deterministic answers, honest unknowns.

MCP server for network documentation, generated by doc2mcp.