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 building one modular MCP Factory and preserving its technical and research record as versioned knowledge.
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.
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.
Archive
Why does SaSame preserve superseded material?
Historical products, architectures, pricing and research are preserved with explicit lifecycle labels so the record remains auditable without confusing it with the current model.
Assisted Review
Can Assisted Review be purchased now?
No. Assisted Review has an approved €99 one-time amount but remains APPROVED_NOT_LIVE and is not purchasable because its exact customer-visible fulfillment path is not live.
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 one MCP Factory, neutral evidence boundaries, creator ownership and a commitment to distinguish current state from history.
Commercial Integrity
When is a SaSame plan honestly purchasable?
A paid plan is purchasable only when its canonical price_state is LIVE, its checkout and legal terms are current, and the exact promised fulfillment path is verified.
Company
What is SaSame?
SaSame operates one modular MCP Factory for production, distribution, inspection, continuous observation, repair and reverification of Model Context Protocol servers.
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 a remote Streamable HTTP server named sasame with the public endpoint, refresh tools and verify the connection by calling start_here.
Connect an AI Client
How do I connect SaSame to an AI client?
Choose the guide for ChatGPT, Claude, Claude Code or another Streamable HTTP MCP client, add the public SaSame endpoint, then verify the connection by calling start_here.
Connect ChatGPT
How do I connect the SaSame MCP to ChatGPT?
Enable ChatGPT developer mode where available, create a custom MCP app with the SaSame public endpoint, scan tools, enable the app in a chat and call start_here.
Connect Claude
How do I connect the SaSame MCP to Claude?
Add the SaSame URL as a remote custom connector in Claude, enable it for the conversation and verify the connection by calling start_here.
Connect Claude Code
How do I connect the SaSame MCP to Claude Code?
Run one Claude Code MCP command for the SaSame HTTP endpoint, confirm the server appears in the MCP list and call start_here from a Claude Code session.
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.
Deprecated APIs
How should deprecated SaSame APIs be handled?
Deprecated APIs remain documented for migration with replacement endpoints, sunset state and compatibility limits.
Documentation
Where should I start with SaSame?
Start with Getting Started, then follow Architecture, Factory, Monitoring, Owner Verification, Observatory, Deployment, Reference and API.
Evidence
What does SaSame evidence prove?
Evidence records what was observed, when, how and with which limitations. It does not automatically prove safety, quality, ownership or endorsement.
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 and LIVE, providing plan-defined processing slots and managed Factory capabilities through the verified membership fulfillment path.
Factory Pro
What is the Factory Pro plan?
Factory Pro is €29 per month and LIVE, adding a higher plan-defined level of processing, monitoring, history, notifications, exports and API capability.
Factory Team
What is the Factory Team plan?
Factory Team is €79 per month and LIVE, adding the Team capability profile and organization-role fulfillment on top of the Factory membership path.
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 LIVE: it supports unlimited registration and claiming of already-live MCPs plus best-effort observation, without checkout or a paid entitlement.
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
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.
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.
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.
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.
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.
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.
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
What are the current SaSame Factory plans?
Free Listing is €0 and LIVE; Factory is €9/month LIVE; Factory Pro is €29/month LIVE; Factory Team is €79/month LIVE. Assisted Review is an approved €99 one-time amount but remains APPROVED_NOT_LIVE and not purchasable.
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.
Products
What does SaSame currently offer?
SaSame offers one MCP Factory through Free Listing, Factory, Factory Pro and Factory Team plans, plus Assisted Review as a bounded one-time exception review.
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 publishes methods, measurements, datasets and papers about the registry-runtime gap and the operational MCP ecosystem, with limitations and provenance preserved.
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 one MCP Factory and one connected knowledge system for building, inspecting, observing and operating Model Context Protocol servers.
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.
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.
Start
How do I start using SaSame?
Choose the shortest path: audit an MCP for free, connect SaSame to an AI client, or run the local CLI. Account controls are not required for these public paths.
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.