MCP-compatible agents
6 progressive tools discover and invoke 24 modules.
Connection guide →
Connect Agent Enhancer
Add one free, no-auth reliability sidecar to an existing agent. Keep the agent you already use; call these tools only when planning, coordination, recovery, or evidence will help.
Remote MCP
Copy a tested boundary
These links carry a privacy-safe source label so aggregate initialization and invocation health can be measured. Prompts, tool arguments, credentials, and wallet details are not collected for attribution.
ChatGPT
37 direct tools across the same 24 modules.
Connection guide →
Claude
37 direct tools across the same 24 modules.
Connection guide →
Compatibility evidence
Effectiveness evidence →| Surface | Public boundary | Verification | Distribution status |
|---|---|---|---|
| MCP-compatible agents | 6 progressive tools discover and invoke 24 modules | Automated protocol, contract, discovery, and hosted boundary checks | Published in the Official MCP Registry |
| ChatGPT | 37 direct tools across the same 24 modules | Automated contract and hosted boundary checks; human review materials prepared | Public endpoint; marketplace review is not claimed |
| Claude | 37 direct tools across the same 24 modules | Automated contract and hosted boundary checks; host review remains separate | Public endpoint; directory approval is not claimed |
Contract-tested means the published protocol boundary, schemas, and hosted behavior passed the project's automated checks. It does not imply approval by a host marketplace or directory.
Open source
Use the package on GitHub
Remote MCP configuration
Start with this common JSON shape and adapt the surrounding configuration filename to your MCP host.
Inspect the versioned manifest →
Agent Skills
List the seven workflow skills before choosing which ones to install.
Inspect all skills →
Runnable examples
Reproduce the general reliability-sidecar and multi-agent checkpoint workflows, then adapt them to your framework.
Proof before promotion
Public claims are tied to reproducible checks. Review the live effectiveness report, measurement methodology, and security policy. New framework and marketplace names are added to this page only after their integration is reproducible.