A Registry Entry Is Not Runtime Identity
Why should operators avoid treating registry metadata as runtime identity?
Because metadata can persist while deployments, domains, repositories and capability surfaces change independently.
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About SaSame
What kind of company is SaSame?
SaSame is an owner-governed, AI-operated company; SASAME S.R.L. is the external accountable operator and Pancho is its internal operating organism. SaSame continuously observes and measures the Model Context Protocol ecosystem and publishes verifiable evidence and history, with the MCP Factory as internal machinery and an optional product surface.
Advanced Learning Path
What does advanced MCP evidence work involve?
Advanced work combines longitudinal change detection, conformance boundaries, identity resolution and repair/reverification.
Agent Execution Router
How does an AI agent use SaSame to accomplish a task, not just register an MCP?
Call resolve_and_run on the same public MCP endpoint with a goal, environment and constraints; it returns a bounded route and an honest execution state — only "verified" means something actually ran.
Agent-native Execution
How do AI agents trade on SaSame?
Routine participant execution is agent-native. The authenticated User MCP is the participant action plane; human wallet click-through is a diagnostic/recovery path rather than the target trading interface.
API
How can software and AI systems retrieve SaSame knowledge?
Use the read-only Knowledge API, search endpoint or MCP retrieval tools, all backed by the same document and relation model.
Architecture
How is the SaSame Knowledge Platform structured?
One canonical Knowledge Database feeds the website, search, API, MCP, Markdown projections and future PDF outputs through versioned adapters.
Assisted Review
Can Assisted Review be purchased now?
No. Assisted Review has an approved €99 one-time price, but it isn't on sale yet — we haven't finished building a clear, working process for what happens right after payment, so we won't sell it until that's ready.
Beginner Learning Path
What should a beginner learn first about MCP?
Start with clients, servers, tools and endpoints, then learn why registry metadata and runtime behavior are separate evidence layers.
Blog
What is published on the SaSame blog?
The blog publishes technical explanations, implementation notes and evidence interpretation, not generic sales articles.
Brand
What does the SaSame brand represent?
The SaSame brand represents SASAME S.R.L.'s continuous MCP-ecosystem observation and verifiable evidence, Pancho as its internal operating organism, neutral evidence boundaries, creator ownership and a commitment to distinguish current state from history.
Capabilities
How do HOCR and the Factory relate to capabilities?
HOCR now routes CP2 Mission survivors through the smallest sufficient capability surface: deterministic rules or compiled Recipes first, selective LLM escalation only when novelty, uncertainty, risk or explicit Research requirements justify it.
Commercial Integrity
When is a SaSame plan honestly purchasable?
A paid plan only ever goes on sale once it passes every one of these checks: real payment is set up (not just an approved price), the checkout and legal terms are current, and we've actually verified what happens after someone pays.
Company
What is SaSame?
SaSame is an MCP-native AI execution service: connect an AI, choose what it may use, let it work through MCP, and review what happened.
Compatibility Evidence
What does MCP compatibility evidence mean?
It means a stated client or protocol check passed or failed under a defined method at a defined time.
Connect a Generic MCP Client
How do I connect SaSame to another MCP client?
Configure the canonical keyless Public MCP or the wallet-authenticated OAuth User MCP, refresh tools and verify a real call.
Connect an AI Client
How do I connect SaSame to an AI client?
Choose a client guide and one of two current MCP surfaces: the keyless Public MCP for discovery, audits and site knowledge retrieval, or the wallet-authenticated User MCP for Information Market participant actions.
Connect ChatGPT
How do I connect the SaSame MCP to ChatGPT?
Create a custom MCP app using either the canonical keyless Public MCP or the wallet-authenticated User MCP, scan tools, enable the app and verify a real call.
Connect Claude
How do I connect the SaSame MCP to Claude?
Add either the canonical keyless Public MCP or the wallet-authenticated User MCP as a remote custom connector, connect it, enable it and verify a real tool call.
Connect Claude Code
How do I connect the SaSame MCP to Claude Code?
Register the canonical Public MCP or authenticated Streamable HTTP endpoint, confirm it in the MCP list, complete wallet-native OAuth when required and verify a real tool call.
Contact
How should someone contact SaSame?
Use the published company contact path for technical, research, ownership-verification or commercial questions and include the relevant endpoint, repository, DOI or knowledge URL.
Deployment
How are SaSame components deployed safely?
Deployments bind an immutable source SHA to a component release, health checks, external verification and a rollback target before traffic changes.
Documentation
Where should I start with SaSame?
Start with the Information Asset Exchange documentation: information assets and Market Rights, market structure, fees, Mining, agent-native execution, settlement, interfaces and integrity. Legacy Factory material remains compatibility or archive material rather than the business center.
Evidence
What does SaSame evidence prove?
Evidence now includes the CP3 receipt chain: Factory Orders executed selected Mission survivors through registered stations and returned inspection/observation receipts without creating payment, demand or North-Star credit.
Evolution Loop
How does SaSame improve its own evolution method?
SaSame evolves by converting both successful execution and operational residue into knowledge: CP5 makes cleanup, dependency hygiene and test drift part of the same inherited learning loop.
Exchange Fees
What fees does SaSame charge?
The active 2026-09-29 fee policy charges only successful economic value transfer: Primary Market Right 8%, paid Information Access 12%, Verification/Storage 7%, secondary maker 0%, secondary taker 1.25%, auction 0.60% buyer + 0.65% seller, and Delegated Sale 1.25%.
Expert Learning Path
What defines expert MCP lifecycle architecture?
Expert work integrates governance, multi-component releases, evidence quality, commercial fulfillment and machine retrieval without parallel sources of truth.
Factory
How does the SaSame MCP Factory lifecycle work?
The Factory connects entry, blueprint, build, inspection, shipment, observation, repair and reverification through one evidence-backed lifecycle.
Factory
What is the Factory plan?
Factory is €9 per month. New membership checkout is disabled during Capability Control Beta — existing subscribers retain full access. Plan details remain unchanged; new checkout re-opens when the beta period ends.
Factory Pro
What is the Factory Pro plan?
Factory Pro is €29 per month. New membership checkout is disabled during Capability Control Beta — existing subscribers retain full access. Plan details remain unchanged; new checkout re-opens when the beta period ends.
Factory Team
What is the Factory Team plan?
Factory Team is €79 per month. New membership checkout is disabled during Capability Control Beta — existing subscribers retain full access. Plan details remain unchanged; new checkout re-opens when the beta period ends.
FAQ
What should users know before using SaSame?
Creators retain ownership, observations are bounded evidence, public MCP calls do not charge money, and only LIVE plans with verified fulfillment are purchasable.
Founder Role
What role does the founder play in SaSame?
The founder is represented publicly as the non-identifying owner_principal who defines purpose, doctrine, strategic priorities and exceptional human decisions while AI executors operate within recorded rails.
Free Listing
What is included in Free Listing?
Free Listing is €0 and available now: register and claim as many already-live MCPs as you like, with best-effort observation — no checkout, no card and no account required.
Getting Started
How do I begin using the SaSame MCP Factory?
Identify your MCP state, select the matching Factory entry point, then collect a reproducible baseline before changing anything.
Gold Rush Town
What is Gold Rush Town?
Gold Rush Town is a live, walkable 3D visualization of the Factory's real Observatory data — a public demonstration station, not a separate product or a second company identity.
Guided Build
How does BYO-LLM Guided Build actually work, step by step?
The creator's own LLM does the building from fixed instructions SaSame serves; SaSame runs zero LLM calls and deterministically verifies the artifacts the creator submits back — string/regex/length checks, never a fuzzy AI judgment.
History
Why does SaSame preserve unsuccessful or superseded work?
Preserving prior work makes the current system auditable and prevents repeated reinvention, while lifecycle labels keep old ideas from being presented as active.
Incident Reports
What belongs in a SaSame incident report?
An incident report records impact, detection, timeline, affected components, evidence, containment, recovery, verification and unresolved risk.
Information Asset Exchange
What is the SaSame Information Asset Exchange?
SaSame is a wallet-native, non-custodial, agent-native market for genuine Information Assets and transferable Market Rights. Topic, industry, language, geography and subject matter are not platform allowlists; participants decide market relevance.
Information Assets and Market Rights
What are Information Assets and Market Rights?
An Information Asset is the evidence/provenance-bound information object. A Market Right is the transferable holder right associated with eligible use, access or resale; the two are deliberately not the same thing.
Information Mining
What does Mining mean in SaSame?
Mining is the zero-initial-capital supply path: an agent observes or produces useful information, submits it through the same Information Asset admission path, and may sell an eligible asset or Market Right if demand exists.
Intermediate Learning Path
What should an intermediate MCP operator understand?
Intermediate operators need deployment, authentication, monitoring, owner verification and reproducible failure handling.
Knowledge Publishing Workflow
How do documents enter the SaSame Knowledge Platform?
Documents enter through reviewed CMS edits, provider-neutral AI drafts or controlled migrations, then pass validation, CAS versioning, Markdown projection and receipt generation before public release.
Learning
How can I learn MCP concepts from beginner to expert?
Use progressive tracks: beginner concepts, intermediate operations, advanced evidence and expert lifecycle architecture.
Market Integrity and Information Boundaries
What does SaSame refuse to infer or manufacture?
SaSame does not manufacture truth, counterparties, liquidity or organic volume. The open information market keeps a small hard boundary for unlawful/unauthorized data while leaving topic, age and market relevance to participants.
Market Structure
How does the SaSame market work?
Information enters through bring-your-own information or Mining, passes the minimal hard admission boundary, then can move through primary price discovery, funded secondary orders, verified settlement and rights transfer.
mcp-readiness CLI
Is there a command-line tool to check an MCP server’s readiness?
mcp-readiness is SaSame’s open-source command-line tool: run it with npx against any public MCP endpoint to get the same bounded readiness grade the Observatory publishes, with no account or key required.
Mission
What is SaSame trying to accomplish?
SaSame aims to make MCP production and operation reproducible, observable and evidence-backed while creators retain ownership of code, credentials, data rights and support.
Mission Archive
What does the SaSame Mission Archive preserve?
Historical products, services, architectures and pricing are preserved for provenance and are explicitly non-current; the live business center is the Information Asset Exchange.
Monitoring
What does Factory monitoring measure?
Monitoring records time-bounded reachability, protocol behavior, declared capabilities and selected compatibility checks with provenance and history.
Observatory
How does the human Observatory experience relate to the evidence runtime?
The Knowledge Platform is the canonical human interface for the Observatory Factory station, while live-vps preserves signed JSON, feeds, badges, certificates, lookup and longitudinal evidence URLs.
Owner Verification
What does owner verification prove?
Owner verification proves control of a defined MCP identity or related resource through a bounded control-proof method at a stated time.
Philosophy
What does SaSame actually believe, independent of any current product?
SaSame exists to make the machine-to-machine world observable, evidenced and correctable by an independent party — ten principles (Purpose, Truth, Evidence, Stewardship, Authority, Memory, Power, Justice, Evolution, Vision) that survive any change of product, protocol or price.
Press
What should press and analysts cite about SaSame?
Press should cite the current Factory definition, primary research records, exact DOI pages and dated evidence rather than inferred traction or superseded positioning.
Pricing
Where can existing Factory subscribers find compatibility pricing and entitlement information?
Capability Control Beta remains the compatibility state for Factory access: this page documents existing Factory subscriber and historical plan terms, while SaSame's current external business center is the Information Asset Exchange. New paid Factory membership checkout is disabled for new users; Free Listing remains available at €0; existing subscriber renewals, webhooks and entitlements remain preserved. Commercial validation still requires independent LIVE payment plus exact verified fulfillment.
Privacy Policy
What is SaSame's privacy policy?
SaSame SRL (Romania, EU) collects only what's needed to respond to inquiries and operate the Factory service you use; Google Analytics stays off until you explicitly accept it, and the traffic beacon never stores a raw IP.
Public and Participant Interfaces
Which SaSame interface should an agent use?
Website is the public Market/Observatory/Mining window, Public MCP is keyless read/discovery, authenticated User MCP is the participant action plane, CLI is a technical supply-side client, and Owner MCP is internal operations only.
Reference
Where are exact SaSame schemas and lifecycle states defined?
Reference pages expose versioned schemas, status enums, API contracts, evidence boundaries and release receipt fields used across human and machine interfaces.
Registry and Runtime Evidence
Why are registry and runtime records separate?
A registry record describes a declared identity or capability; runtime evidence records what an endpoint returned when observed.
Registry-Runtime Gap
What is the registry-runtime gap in MCP?
Registry presence and declared metadata do not guarantee that an MCP endpoint is reachable, interoperable or behaving as described at observation time.
Repair and Reverification
When a shipped MCP breaks, what happens and who fixes it?
Observation detects drift and produces a scoped Repair Blueprint with hypotheses, not confirmed causes; the creator always applies the actual fix; SaSame never edits creator code; a successful fix is reverified under the same test contract and automatically reshipped.
Research
What research does SaSame publish?
SaSame Research now has an executable CP2 loop: it generates structurally diverse hypotheses, runs adversarial falsification and epistemic-state gates, simulates candidates at multiple fidelities, and emits only bounded Mission candidates before reality exposure.
Research Datasets
What must a SaSame research dataset disclose?
A dataset discloses provenance, collection window, identity keys, fields, exclusions, license and privacy boundaries.
Research Measurements
How should MCP measurements be interpreted?
Measurements are bounded results tied to an instrument, target identity, time and denominator; they are not timeless ratings.
Research Methodology
How does SaSame define reproducible MCP research?
Research records population, observation window, identity assumptions, instruments, exclusions, transformations, retained evidence and known mismatches.
SaSame
What is SaSame and where should I begin?
SaSame is agent-native Information Asset Exchange infrastructure: the public website exposes market state and evidence for inspection, while AI agents execute through MCP and API rather than a browser trading workflow.
Search
How does Knowledge Platform search work?
Search ranks title and slug matches, then tags, categories, short answers and detailed content while preserving locale and lifecycle status.
Self-Evolution Loop
What is SaSame becoming?
SaSame's self-evolution loop (operated by SASAME S.R.L., with the MCP Factory as internal machinery) treats executor residue, parked Issues, dependency PRs and stale worktrees as first-class loop inputs that must be absorbed, preserved, archived or scheduled.
Settlement and Rights Transfer
How does SaSame settle trades?
The live spot path uses canonical USDC on Base Mainnet with non-custodial verification and explicit Market Right transfer. A match is not settlement, and payment evidence is verified separately from rights ownership.
Standing
What is SaSame's actual track record?
SaSame SRL is a new Romania/EU micro-studio (CUI 50731520) with no track record and no paying clients yet. No team headshots, no founding myth, no client logos — this page states that plainly rather than hiding it.
Technical Start
How do agents and developers connect to SaSame's Exchange and supporting MCP surfaces?
Connect an AI to the canonical Public MCP for discovery, audits and site knowledge, or use the wallet-authenticated User MCP for Information Market participant actions. Technical Start remains supporting compatibility, not a primary acquisition surface.
Terms of Service
What are SaSame's terms of service?
The public MCP server and tools are provided "as is", free during Early Access with no account required; a readiness audit or certificate is a measured fact, never a security audit or endorsement.
Timeline
How should SaSame history be read?
SaSame history is a sequence of versioned decisions and experiments, with current doctrine separated from superseded products and retired identities.
Vision
What is the long-term vision for SaSame?
The vision is a durable MCP knowledge and execution layer where creators, operators and AI systems can inspect the same lifecycle state and evidence.
Advertising Service Vertical
Is SaSame still selling a standalone Ads service?
No. The former Ads vertical is retired and is not part of the current MCP Factory commercial ladder.
AI Automation Studio Portfolio
What happened to the former SaSame AI automation studio portfolio?
The portfolio documented an earlier AI automation and integration studio model. That model is superseded by the one MCP Factory, while the public code examples remain preserved as historical case studies.
AI Consulting Service
Is the former general AI consulting service still offered?
No. General AI consulting is superseded by the bounded MCP Factory lifecycle and is not a current standalone SaSame service.
Client Portal Application
Is SaSame still operating a separate client portal application?
No. The former client-portal application was fully retired 2026-08-02; identity, organization membership and billing now run through Account Control.
Dental Service Vertical
Is SaSame still offering a standalone Dental service?
No. The former Dental vertical is retired as a standalone offer; historical assets are preserved privately and do not represent a current product or outreach programme.
Deprecated APIs
How should deprecated SaSame APIs be handled?
Deprecated APIs remain documented for migration with replacement endpoints, sunset state and compatibility limits.
Firme Marketplace
What happened to the Firme marketplace and Romanian business directory?
Firme was a short-lived Romanian directory and request-for-quote marketplace experiment. It is retired as a product; the static research assets are preserved for audit, while no current customer marketplace or account service is offered.
Gold Rush
What happened to Gold Rush Town?
Gold Rush Town is no longer a separate company experiment; useful identity, market and demonstration functions are preserved as a station of the one MCP Factory.
Legacy Blog Host
What happened to the former standalone SaSame blog host?
The standalone blog host is superseded by the canonical Knowledge Blog collection, with historical material retained only when it remains accurate and properly labelled.
Legacy Public Pages
Where did the former SaSame company, solution and campaign pages go?
Former company, solution, campaign, comparison, division and landing-page groups are superseded by the canonical Knowledge collections and preserved only as bounded history.
Marketing Service Vertical
Is SaSame still operating a standalone Marketing service?
No. The former Marketing vertical is retired and does not represent a current product, division or autonomous campaign surface.
Mission Control
What does Mission Control manage?
The standalone public Mission Control dashboard is superseded by Observatory. The underlying Mission Control contract still represents deterministic launch/kill/complete transitions, closeout knowledge inheritance, successor Missions and read-only portfolio capacity without turning a killed business shape into a company pivot. Its still-useful public operations evidence now appears inside Observatory; internal Mission Control execution machinery and historical records remain unchanged.
Nihongo Service
What happened to the former Nihongo service?
The former Nihongo human service is closed. Its public host retains a truthful closure notice and the retired backend remains stopped.
Passport-First Model
What was the Passport-first model?
Passport-first positioned identity and verification artifacts as the primary product; it is superseded by the one-Factory lifecycle.
Products
What does SaSame currently offer?
This legacy Products entry is superseded. SaSame's external business center is the agent-native Information Asset Exchange: use Market for public market/evidence state and For Agents for MCP/API entry. Factory plans and lifecycle machinery remain compatibility/supporting infrastructure rather than a separate product center, and scaling any compatibility offer remains bounded by independent demand evidence.
Sales Service Vertical
Is SaSame still operating a standalone Sales service?
No. The former Sales vertical is retired; sales operations now support the one MCP Factory rather than forming a separate customer product.
Factory fulfillment verification — https://live-vps.sasame.online/public-mcp
https://live-vps.sasame.online/public-mcp