📖 Read-only mirror. aimarket-oracle-gateway is published from the canonical AI-Factory monorepo. Pull requests are not accepted — any commit pushed here is overwritten by scripts/mirror_satellites.sh on the next sync. 🐞 Found a bug or have a request? Please open an issue.

aimarket-oracle-gateway — MCP server

One MCP server. Seventeen oracle families. Pay-per-call.

Transport: stdio (mcp_stdio_server.py). Built with the official Model Context Protocol Python SDK (mcp, FastMCP). Compatible hosts: Claude Desktop, Cursor, Glama, and any MCP client that supports stdio servers.

Item	Location
MCP entrypoint	`mcp_stdio_server.py`
Tool routing core	`aimarket_oracle_gateway/gateway_core.py`
Extended tool surface	`aimarket_oracle_gateway/mcp_tool_surface.py`
Glama / Docker run	`Dockerfile`, `glama.json`

A passthrough MCP server — the discovery + consumption storefront for the entire oracle-as-a-service specs. One server, 35 tools, every result independently verifiable (signatures, VDF proofs, classical certificates, deterministic replay).

Tools (35)

Category	MCP tool	capabilityId	price
Randomness	`get_random`	`platon.random@v1`	$0.004
	`get_randomness_beacon`	`platon.beacon@v1`	$0.004
	`ask_oracle`	`platon.ask@v1`	$0.003
	`verify_random`	`platon.verify@v1`	$0.001
Delay	`compute_vdf`	`chronos.eval@v1`	$0.01
	`verify_vdf`	`chronos.verify@v1`	$0.001
Reputation	`get_reputation_scores`	`lumen.reputation@v1`	$0.005
	`get_agent_trust`	`lumen.score@v1`	$0.003
	`verify_reputation`	`lumen.verify@v1`	$0.002
Consensus	`aggregate_values`	`murmuration.aggregate@v1`	$0.002
Thermodynamics	`audit_compute_cost`	`landauer.audit@v1`	$0.01
	`verify_compute_cost`	`landauer.verify@v1`	$0.001
Routing	`compute_least_time_route`	`fermat.route@v1`	$0.01
	`verify_least_time_route`	`fermat.verify@v1`	$0.001
Cascade risk	`analyze_cascade_risk`	`ablation.cascade@v1`	$0.01
	`verify_cascade_risk`	`ablation.verify@v1`	$0.001
Sampling	`get_quasirandom_sequence`	`lattice.sequence@v1`	$0.002
	`get_blue_noise`	`turing.bluenoise@v1`	$0.002
Optimization	`optimize_route`	`colony.optimize@v1`	$0.005
Resilience	`analyze_network_resilience`	`percola.threshold@v1`	$0.01
	`verify_network_resilience`	`percola.verify@v1`	$0.001
Randomness	`sortes_draw`	`sortes.draw@v1`	$0.006
	`sortes_verify`	`sortes.verify@v1`	$0.001
Learning	`gauss_field`	`gauss.field@v1`	$0.006
	`gauss_suggest`	`gauss.suggest@v1`	$0.006
	`gauss_verify`	`gauss.verify@v1`	$0.001
Time-lock	`aestus_seal`	`aestus.seal@v1`	$0.006
	`aestus_open`	`aestus.open@v1`	$0.01
	`aestus_verify`	`aestus.verify@v1`	$0.001
Topology	`betti_homology`	`betti.homology@v1`	$0.008
	`betti_distance`	`betti.distance@v1`	$0.004
Transport	`kantor_transport`	`kantor.transport@v1`	$0.006
	`kantor_verify`	`kantor.verify@v1`	$0.001
Spectral	`fourier_spectrum`	`fourier.spectrum@v1`	$0.005
	`fourier_verify`	`fourier.verify@v1`	$0.001
Discovery	`list_oracle_capabilities`	—	free

Subscription tiers (optional Hub bundles)

High-volume tools also advertise monthly bundles in list_oracle_capabilities:

Tool	Starter	Pro
`aggregate_values`	10k calls / $10	100k / $50
`get_reputation_scores`	5k / $20	50k / $100
`audit_compute_cost`	10k / $15	100k / $75
`compute_least_time_route`	10k / $25	100k / $120
`analyze_cascade_risk`	5k / $50	50k / $250

Pay-per-call remains the default; bundles are Hub-side packaging.

Configure (env)

var	meaning
`AIMARKET_HUB_URL`	AIMarket Hub base URL — recommended: metered + paid
`AIMARKET_ORACLE_URL`	direct oracle-family URL (if no hub) — demo/free path
`AIMARKET_PAYMENT_CHANNEL`	optional pre-opened payment channel id
`AIMARKET_PAYMENT_CHANNEL_SECRET`	per-channel debit secret
`AIMARKET_API_TOKEN`	optional bearer token
`AIMARKET_MAX_PER_CALL_USD`	hard cap per call (default `0.10`)
`AIMARKET_MAX_SPEND_USD`	hard cumulative budget (default `5.0`)
`AIMARKET_PRICE_TOLERANCE`	reject overcharge vs advertised (default `0.10`)

If neither URL is set the server fails closed with a clear message.

Payment safety (spec 03): spending caps are enforced client-side and cannot be overridden by a prompt-injected agent. See docs/specs/03-mcp-payment-and-security.md.

Run

hljs language-bash

pip install -r requirements-mcp.txt && pip install --no-deps -e .
AIMARKET_HUB_URL=https://modelmarket.dev python mcp_stdio_server.py

Claude Desktop (mcpServers entry):

hljs language-json

{ "mcpServers": { "aimarket-oracle-gateway": {
  "command": "python", "args": ["mcp_stdio_server.py"],
  "env": { "AIMARKET_HUB_URL": "https://modelmarket.dev" } } } }

Publish on Glama

Listing: glama.ai/mcp/servers/alexar76/aimarket-oracle-gateway

Verifiability

Platon — Ed25519 signature over (random_hex ‖ proof)
Chronos — Wesolowski VDF proof, cheap verify_vdf
LUMEN — re-derive PageRank from committed graph
Murmuration — deterministic re-aggregation from input values
Landauer — bit-for-bit erasure count from ops DAG + circuit_commitment
Fermat — dual certificate T(v) checked in O(E)
Ablation — sandpile replay, order-independent topple_total + tau
Lattice / Turing — deterministic from (count, dim, skip) / seed
Colony — admissible lower_bound + gap certificate
Percola — recomputable percolation sweep + f_c
Sortes — ECVRF 80-byte proof, verifiable offline by anyone (RFC 9381)
Gauss — deterministic replay of GP posterior + Expected-Improvement suggestion
Aestus — RSW time-lock puzzle re-derivable; modulus factorization burned each seal
Betti — recomputable Vietoris-Rips persistence diagram + bottleneck distance
Kantor — Kantorovich dual potentials checked in O(m*n) without re-solving
Fourier — recomputable Laplacian spectrum + Fiedler value lambda-2

Tests

hljs language-bash

PYTHONPATH=. pytest tests/

📖 Read-only mirror. aimarket-oracle-gateway is published from the canonical AI-Factory monorepo. Pull requests are not accepted — any commit pushed here is overwritten by scripts/mirror_satellites.sh on the next sync. 🐞 Found a bug or have a request? Please open an issue.

aimarket-oracle-gateway — MCP server

One MCP server. Seventeen oracle families. Pay-per-call.

Item	Location
MCP entrypoint	`mcp_stdio_server.py`
Tool routing core	`aimarket_oracle_gateway/gateway_core.py`
Extended tool surface	`aimarket_oracle_gateway/mcp_tool_surface.py`
Glama / Docker run	`Dockerfile`, `glama.json`

Tools (35)

Category	MCP tool	capabilityId	price
Randomness	`get_random`	`platon.random@v1`	$0.004
	`get_randomness_beacon`	`platon.beacon@v1`	$0.004
	`ask_oracle`	`platon.ask@v1`	$0.003
	`verify_random`	`platon.verify@v1`	$0.001
Delay	`compute_vdf`	`chronos.eval@v1`	$0.01
	`verify_vdf`	`chronos.verify@v1`	$0.001
Reputation	`get_reputation_scores`	`lumen.reputation@v1`	$0.005
	`get_agent_trust`	`lumen.score@v1`	$0.003
	`verify_reputation`	`lumen.verify@v1`	$0.002
Consensus	`aggregate_values`	`murmuration.aggregate@v1`	$0.002
Thermodynamics	`audit_compute_cost`	`landauer.audit@v1`	$0.01
	`verify_compute_cost`	`landauer.verify@v1`	$0.001
Routing	`compute_least_time_route`	`fermat.route@v1`	$0.01
	`verify_least_time_route`	`fermat.verify@v1`	$0.001
Cascade risk	`analyze_cascade_risk`	`ablation.cascade@v1`	$0.01
	`verify_cascade_risk`	`ablation.verify@v1`	$0.001
Sampling	`get_quasirandom_sequence`	`lattice.sequence@v1`	$0.002
	`get_blue_noise`	`turing.bluenoise@v1`	$0.002
Optimization	`optimize_route`	`colony.optimize@v1`	$0.005
Resilience	`analyze_network_resilience`	`percola.threshold@v1`	$0.01
	`verify_network_resilience`	`percola.verify@v1`	$0.001
Randomness	`sortes_draw`	`sortes.draw@v1`	$0.006
	`sortes_verify`	`sortes.verify@v1`	$0.001
Learning	`gauss_field`	`gauss.field@v1`	$0.006
	`gauss_suggest`	`gauss.suggest@v1`	$0.006
	`gauss_verify`	`gauss.verify@v1`	$0.001
Time-lock	`aestus_seal`	`aestus.seal@v1`	$0.006
	`aestus_open`	`aestus.open@v1`	$0.01
	`aestus_verify`	`aestus.verify@v1`	$0.001
Topology	`betti_homology`	`betti.homology@v1`	$0.008
	`betti_distance`	`betti.distance@v1`	$0.004
Transport	`kantor_transport`	`kantor.transport@v1`	$0.006
	`kantor_verify`	`kantor.verify@v1`	$0.001
Spectral	`fourier_spectrum`	`fourier.spectrum@v1`	$0.005
	`fourier_verify`	`fourier.verify@v1`	$0.001
Discovery	`list_oracle_capabilities`	—	free

Subscription tiers (optional Hub bundles)

High-volume tools also advertise monthly bundles in list_oracle_capabilities:

Tool	Starter	Pro
`aggregate_values`	10k calls / $10	100k / $50
`get_reputation_scores`	5k / $20	50k / $100
`audit_compute_cost`	10k / $15	100k / $75
`compute_least_time_route`	10k / $25	100k / $120
`analyze_cascade_risk`	5k / $50	50k / $250

Pay-per-call remains the default; bundles are Hub-side packaging.

Configure (env)

var	meaning
`AIMARKET_HUB_URL`	AIMarket Hub base URL — recommended: metered + paid
`AIMARKET_ORACLE_URL`	direct oracle-family URL (if no hub) — demo/free path
`AIMARKET_PAYMENT_CHANNEL`	optional pre-opened payment channel id
`AIMARKET_PAYMENT_CHANNEL_SECRET`	per-channel debit secret
`AIMARKET_API_TOKEN`	optional bearer token
`AIMARKET_MAX_PER_CALL_USD`	hard cap per call (default `0.10`)
`AIMARKET_MAX_SPEND_USD`	hard cumulative budget (default `5.0`)
`AIMARKET_PRICE_TOLERANCE`	reject overcharge vs advertised (default `0.10`)

If neither URL is set the server fails closed with a clear message.

Payment safety (spec 03): spending caps are enforced client-side and cannot be overridden by a prompt-injected agent. See docs/specs/03-mcp-payment-and-security.md.

Run

hljs language-bash

pip install -r requirements-mcp.txt && pip install --no-deps -e .
AIMARKET_HUB_URL=https://modelmarket.dev python mcp_stdio_server.py

Claude Desktop (mcpServers entry):

hljs language-json

{ "mcpServers": { "aimarket-oracle-gateway": {
  "command": "python", "args": ["mcp_stdio_server.py"],
  "env": { "AIMARKET_HUB_URL": "https://modelmarket.dev" } } } }

Publish on Glama

Listing: glama.ai/mcp/servers/alexar76/aimarket-oracle-gateway

Verifiability

Platon — Ed25519 signature over (random_hex ‖ proof)
Chronos — Wesolowski VDF proof, cheap verify_vdf
LUMEN — re-derive PageRank from committed graph
Murmuration — deterministic re-aggregation from input values
Landauer — bit-for-bit erasure count from ops DAG + circuit_commitment
Fermat — dual certificate T(v) checked in O(E)
Ablation — sandpile replay, order-independent topple_total + tau
Lattice / Turing — deterministic from (count, dim, skip) / seed
Colony — admissible lower_bound + gap certificate
Percola — recomputable percolation sweep + f_c
Sortes — ECVRF 80-byte proof, verifiable offline by anyone (RFC 9381)
Gauss — deterministic replay of GP posterior + Expected-Improvement suggestion
Aestus — RSW time-lock puzzle re-derivable; modulus factorization burned each seal
Betti — recomputable Vietoris-Rips persistence diagram + bottleneck distance
Kantor — Kantorovich dual potentials checked in O(m*n) without re-solving
Fourier — recomputable Laplacian spectrum + Fiedler value lambda-2

Tests

hljs language-bash

PYTHONPATH=. pytest tests/

aimarket-oracle-gateway

aimarket-oracle-gateway — MCP server

Tools (35)

Subscription tiers (optional Hub bundles)

Configure (env)

Run

Publish on Glama

Verifiability

Tests

Similar Packages

aimarket-oracle-gateway

aimarket-oracle-gateway — MCP server

Tools (35)

Subscription tiers (optional Hub bundles)

Configure (env)

Run

Publish on Glama

Verifiability

Tests

Similar Packages