SaSame Research
https://srl-sasame.com/api/mcp ↗
Description
Free AI research/OCR + agent-economy discovery tools (120+ tools, no-auth), includes engage_sasame to commission SaSame to build MCP/Claude/RAG/agents, full deliverables pay-per-call via x402
What our measurements say
SaSame Research is a remote MCP server published at srl-sasame.com. It has been probed 6 times since 9/10/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 2,087 ms, a delay an agent will notice. It offers a narrow, focused set of 2 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Distinct tool functions (search vs. retrieve) reduce direct overlap.
- Read-only nature is explicitly stated for both tools.
Weaknesses
- Tool names are generic and do not clearly indicate their specific purpose (e.g., 'knowledge_search' vs. 'knowledge_get')
- Descriptions fail to explicitly define use cases (e.g., when to use include_historical)
- Parameter requirements (required/optional) are not clearly documented
- No error handling or constraint details are provided in descriptions
knowledge_search— Description does not clarify when include_historical should be usedknowledge_get— Slug parameter requirement is not explicitly stated as mandatory
Verdict
Event narrative
Risk: medium
- 2026-09-10T21:16:35.016Z — era changed from auth-gated to legacy · system now operates under legacy mode with potential compatibility implications
- 2026-09-11T07:35:54.413Z — complianceScore rose from null to 100 · indicates full regulatory compliance achieved in legacy environment
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 482ms → warm 324ms (penalty 158ms)
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Server build: — → 0.1.0
- Supported versions: — → 2025-06-18
- Era changed: Auth-gated → Legacy
- Added to watch — era: Auth-gated
Get your badge
Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/shige-f-k-research)<a href="https://mcpmetrics.io/servers/shige-f-k-research"><img src="https://mcpmetrics.io/badge/shige-f-k/research/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
Sign up free to see