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SaSame GEC Public MCP Server

answering

SaSame GEC Public MCP is answering right now. Last checked 11 min ago. It exposes 4 tools. Last commit 20 Oct 2026.

SaSame GEC public MCP for discovering OPEN outcome work and supporting evidence.

Uptime history 91 days of history · worst day 91%
91 days agonow
100.0%
Uptime 24h
91 of 91 checks
4
Tools
read from the server
211 ms
Response time
average over 24h
0
Stars
last commit 20 Oct 2026

What changed 135

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 15 August 2026. No other catalogue keeps this.

25 Oct 2 tool descriptions were rewritten gec_open_demands, start_here
20 Oct 95 tools disappeared agent_invoice_attest_settlement, agent_invoice_issue, agent_invoice_status and 92 more
20 Oct 3 tool descriptions were rewritten gec_open_demands, lookup_readiness, start_here
13 Oct 9 tool descriptions were rewritten agent_invoice_status, audit_mcp, lookup_readiness and 6 more
11 Oct a tool appeared gec_open_demands
24 Sep a tool appeared market_snapshot
21 Sep 2 tools appeared knowledge_get, knowledge_search
18 Sep a tool appeared information_paid_access_listings
15 Sep 4 tools changed the parameters they ask for factory_checkout, factory_principal_register, factory_start and 1 more
27 Aug 9 tool descriptions were rewritten agent_invoice_status, audit_mcp, lookup_readiness and 6 more
and 8 more, back to 15 August 2026

Tools have disappeared from this server

A tool that vanishes takes a piece of your agent with it, and the change arrives silently. Watch this server and every such change lands in your inbox.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 11 min ago.

run in your terminal
claude mcp add research --transport http https://live-vps.sasame.online/public-mcp
Settings → Connectors → Add custom connector, then paste this address
https://live-vps.sasame.online/public-mcp
~/.codex/config.toml
[mcp_servers.research]
url = "https://live-vps.sasame.online/public-mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "research": {
      "url": "https://live-vps.sasame.online/public-mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "research": {
      "type": "http",
      "url": "https://live-vps.sasame.online/public-mcp"
    }
  }
}

Available tools 4

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

audit
audit_mcp
Grade one MCP server A-D against the Agent-Tool Discoverability Standard. SaSame, operated by SASAME S.R.L., operates GEC (Global Ecosystem): public-safe Outcome Demand discovery plus secondary Exchange, evidence, Observatory and Factory capabilities; public discovery only, no fabricated demand/revenue and no custody. Runs the legitimate revision-aware MCP protocol entry (server/discover with legacy initialize fallback), tools/list, and one read-only tool call over POST JSON-RPC. It returns the grade, a per-criterion pass/evidence breakdown, and the single biggest gap to fix. This returns the grade and analysis ONLY — if you want a signed, portable certificate of the same audit, use verify_mcp_ready instead. DIRECTORY PRE-FLIGHT: these criteria cover the MECHANICAL reject reasons of the Claude Connectors Directory and ChatGPT Apps Directory (annotations, typed schemas, description clarity, liveness, graceful errors, anti-ghost) — run it before you submit. It does NOT cover privacy-policy, identity/business verification, OAuth callbacks, or prohibited-category rules; it catches mechanical failures, it does not guarantee a pass. SECURITY SIGNALS (advisory, never a verdict): plain-HTTP exposure, redirect count, Server/X-Powered-By header disclosure, stack-trace-shaped text in error responses (zero extra cost — read from responses already fetched), plus two bounded best-effort checks — RFC 9728 OAuth protected-resource metadata and TLS certificate expiry/trust-chain status. CAPABILITY SIGNALS (advisory, never graded): resources/list and prompts/list support (OPTIONAL per the MCP spec — their absence is not a defect), tools/list pagination, and the raw capabilities the server declared. Protocol inspection only — no auth-bypass, no payment. Free. Best run against YOUR OWN server. (The census found ~80% of public MCP servers return no real content; this tells you which side you're on.)
gec
gec_open_demands
Find open GEC work for external providers. Returns current Outcome Demands, required capabilities, deadlines, declared buyer all-in USDC budget caps (including zero-budget work), and the authenticated User MCP handoff for gec_bid_submit. Any GEC success fee is included inside the awarded amount rather than added to the buyer total. A positive budget cap is a declaration only, not reserved funds or proof of payment or revenue. Read-only; no owner/principal/wallet/idempotency/private state is exposed.
knowledge
knowledge_search
Search current public SaSame website knowledge. Historical records are included only when include_historical is true. Read-only.
start
start_here
START HERE. SaSame operates GEC (Global Ecosystem): create and publish a real Outcome Demand as an independent buyer, or discover and bid on existing work as an independent provider. Public MCP is keyless discovery. Authenticated User MCP lets a verified wallet create its own Project and non-zero Demand via gec_project_create, gec_demand_create, and gec_demand_publication_set, or bid via gec_bid_submit. Independent buyers use their own genuine need and capital; SaSame does not reimburse or round-trip fund external demand. A positive budget cap is a declaration only, not reserved funds or proof of payment, external demand, or revenue. Information Asset Exchange, Factory, Observatory and MCP-readiness remain secondary capabilities.

Tools removed

Tools this server used to expose. Anything built against them stopped working on the day they went.

agent_invoice_attest_settlement
removed 20 Oct 2026
agent_invoice_issue
removed 20 Oct 2026
agent_invoice_status
removed 20 Oct 2026
analytics_next_steps
removed 20 Oct 2026
analytics_public_export
removed 20 Oct 2026
analytics_public_summary
removed 20 Oct 2026
audit_query
removed 20 Oct 2026
capability_landscape
removed 20 Oct 2026
capability_profile
removed 20 Oct 2026
chain_list
removed 20 Oct 2026
check_engagement
removed 20 Oct 2026
chronicle_summary
removed 20 Oct 2026
claim_confirm
removed 20 Oct 2026
claim_start
removed 20 Oct 2026
demand_radar
removed 20 Oct 2026
ecosystem_search
removed 20 Oct 2026
engage_sasame
removed 20 Oct 2026
escrow_attest
removed 20 Oct 2026
escrow_open
removed 20 Oct 2026
escrow_status
removed 20 Oct 2026
factory_checkout
removed 20 Oct 2026
factory_health
removed 20 Oct 2026
factory_membership_checkout
removed 20 Oct 2026
factory_membership_status
removed 20 Oct 2026
factory_principal_register
removed 20 Oct 2026
factory_resolve_dead_letter
removed 20 Oct 2026
factory_start
removed 20 Oct 2026
factory_station
removed 20 Oct 2026
factory_station_action
removed 20 Oct 2026
factory_stations
removed 20 Oct 2026
factory_status
removed 20 Oct 2026
factory_verify_receipt
removed 20 Oct 2026
get_badge
removed 20 Oct 2026
get_mark_snippet
removed 20 Oct 2026
get_mcp_mark_snippet
removed 20 Oct 2026
get_pricing
removed 20 Oct 2026
get_standard
removed 20 Oct 2026
get_usage_badge
removed 20 Oct 2026
gold_rush_agent_run
removed 20 Oct 2026
gold_rush_package_status
removed 20 Oct 2026
gold_rush_report
removed 20 Oct 2026
gold_rush_start
removed 20 Oct 2026
gold_vein_public
removed 20 Oct 2026
guild_feed
removed 20 Oct 2026
information_paid_access_listings
removed 20 Oct 2026
join_guild
removed 20 Oct 2026
knowledge_get
removed 20 Oct 2026
lookup_passport
removed 20 Oct 2026
lookup_readiness
removed 20 Oct 2026
lookup_registry_entry
removed 20 Oct 2026
market_context_summary
removed 20 Oct 2026
market_snapshot
removed 20 Oct 2026
meter_charge
removed 20 Oct 2026
meter_open
removed 20 Oct 2026
meter_status
removed 20 Oct 2026
monitoring_receipts_public
removed 20 Oct 2026
ocr_extract
removed 20 Oct 2026
onchain_read_verified
removed 20 Oct 2026
pricing_overview
removed 20 Oct 2026
provenance_passport_spec
removed 20 Oct 2026
provenance_verify_passport
removed 20 Oct 2026
pubmed_evidence
removed 20 Oct 2026
pubmed_lookup
removed 20 Oct 2026
readiness_report
removed 20 Oct 2026
receipt_issue
removed 20 Oct 2026
receipt_state
removed 20 Oct 2026
receipt_status_set
removed 20 Oct 2026
recommend_mcp
removed 20 Oct 2026
refer
removed 20 Oct 2026
register_intent
removed 20 Oct 2026
reply_engagement
removed 20 Oct 2026
research_corroborate
removed 20 Oct 2026
resolve_and_run
removed 20 Oct 2026
subscribe_grade_changes
removed 20 Oct 2026
town_become_citizen
removed 20 Oct 2026
town_claim_confirm
removed 20 Oct 2026
town_claim_start
removed 20 Oct 2026
town_overview
removed 20 Oct 2026
trust_compare
removed 20 Oct 2026
trust_diff
removed 20 Oct 2026
trust_movers
removed 20 Oct 2026
trust_pubkey
removed 20 Oct 2026
trust_trajectory
removed 20 Oct 2026
usage_mark_issue
removed 20 Oct 2026
usage_mark_status
removed 20 Oct 2026
usage_mark_status_set
removed 20 Oct 2026
usage_mark_verify
removed 20 Oct 2026
usage_mark_visibility_scan
removed 20 Oct 2026
verify_mcp_cert
removed 20 Oct 2026
verify_mcp_ready
removed 20 Oct 2026
visit_touch_status
removed 20 Oct 2026
work_order_accept
removed 20 Oct 2026
work_order_accept_delivery
removed 20 Oct 2026
work_order_deliver
removed 20 Oct 2026
work_order_open
removed 20 Oct 2026

Endpoints

URLTransportStateLatencyChecked
https://live-vps.sasame.online/public-mcp streamable-http answering 138 ms 11 min ago

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SaSame GEC Public MCP — questions

Answers built from our own checks of this server.

What can SaSame GEC Public MCP do?
It exposes 4 tools, read directly from the server on our last check. Among them: audit_mcp, gec_open_demands, knowledge_search, start_here. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is SaSame GEC Public MCP working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 211 ms. The bar chart above shows every period we have measured.
Did SaSame GEC Public MCP ever remove tools?
Yes. agent_invoice_attest_settlement, agent_invoice_issue, agent_invoice_status, analytics_next_steps and 91 more are no longer exposed — we recorded the date each one disappeared. A tool vanishing usually means a breaking change for anything that depended on it.
How do I connect SaSame GEC Public MCP?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does SaSame GEC Public MCP need an API key?
No. SaSame GEC Public MCP completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 4 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is SaSame GEC Public MCP?
It answers our handshake in 211 ms on average, which is faster than 67% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is SaSame GEC Public MCP open source?
The code is open source: it is published under the Apache-2.0 licence, written in JavaScript, 0 stars on GitHub and 1 open issue. The licence covers the code in the repository, not the hosted service at live-vps.sasame.online, which runs on its operator's own terms.