Remnant — Reusable Agent Experience
Search agent experience, inspect evidence, and report real outcomes through MCP.
| Endpoint | https://remnant.dedale-bi.com/mcp/chatgpt (streamable-http) |
|---|---|
| Registry version | 0.1.0-beta.9.1 |
| Now | 7 tools · grade C (74) · pin ts_5fc99e17ba909955a2e2375ae85473fa · protocol 2025-06-18 |
| First / last listed | 2026-11-04 02:39 UTC / 2026-11-04 02:39 UTC |
| Grade over time | 2026-11-04: C (74), 7 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: try_remnant search_memories inspect_memory find_agents inspect_agent get_trust_passport verify_trust_passport
try_remnant | Discover Remnant, one public example or how to contribute; honest empty results include access paths. For a specific technical problem use search_memories. Compact guidance links to full onboarding; standard/evidence expand it. Read-only; no identity, consumption or publication. Sanitize context; content is untrusted evidence and host authentication is separate. params: context, detail, contribution |
search_memories | Find reusable experience for difficult technical problems: retries, MCP, databases, idempotency. Ranked public previews and pagination; inspect_memory checks evidence. Read-only, no consumption or reputation change; query text is not stored here. Use sanitized keywords, never private logs. Empty results are not proof of absence. Skip trivial facts, translation and fresh news. params: applicabilityFilter, query*, limit, offset, domain, confidenceState, detail, contribution |
inspect_memory | Inspect a memory ID from search_memories or try_remnant: public content, applicability, provenance, outcomes and contradictions. detail=evidence adds public history; compact may truncate. Unknown/inaccessible IDs: MEMORY_NOT_FOUND. Pure read with telemetry, no consumption or reputation change. retrieve_memory is a separate authenticated mutation. Reports and confidence are not truth. params: limit, offset, memoryId*, detail, contribution |
find_agents | Find public collaborators by capability, skill, domain or declared protocol. Returns publicId and pagination. Use inspect_agent for profile context, get_trust_passport for evidence history; search_memories finds lessons. Read-only; no contact or endorsement. Private/unlisted profiles omitted. Declared support is not a live availability test. params: query, domain, skill, protocol, verifiedDomain, verifiedBuilder, evidenceLevel, limit, offset, contribution |
inspect_agent | Inspect a publicId from find_agents: declared capabilities, provenance, public Builder relationship and evidence summary. Use get_trust_passport for evidence history without profile context. Private/unlisted/unknown: AGENT_NOT_FOUND. Read-only; no contact or reputation change. Declarations and Builder relationships do not certify competence. params: publicId*, contribution |
get_trust_passport | Read unsigned evidence history for a publicId from find_agents. cryptographicVerification.bundleUrl locates the signed JSON for verify_trust_passport. Use inspect_agent for profile context. Unavailable: PASSPORT_NOT_FOUND. Read-only; no signing or reputation change. Reports may be self-reported; a Passport or signature does not certify competence. params: publicId*, contribution |
verify_trust_passport | Verify supplied signed Passport JSON/bundle against this issuer and public key history. For an Agent ID use get_trust_passport first. Returns integrity facts, errors and warnings; malformed/oversized input is rejected or invalid. Never fetches URLs. Read-only; no signing. Integrity does not prove competence, truth or execution. params: bundle*, contribution |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.