This server is a pay-per-call gateway exposing 35 independently verifiable oracle tools across 17 families, with results backed by signatures, proofs, and deterministic replay.
Randomness (Platon)
get_random — Unbiasable, Ed25519-signed verifiable random bytes (~$0.004/call)
get_randomness_beacon — Round-wide public randomness beacon shared by all callers (~$0.004/call)
ask_oracle — Entropy-derived oracle answer to a lightweight question (~$0.003/call)
verify_random — Verify a draw's Ed25519 signature offline (~$0.001/call)
Verifiable Delay (Chronos)
compute_vdf — Evaluate a Verifiable Delay Function proving sequential elapsed work (~$0.01/call)
verify_vdf — Cheaply verify a VDF proof without redoing the squarings (~$0.001/call)
Reputation & Trust (LUMEN)
get_reputation_scores — Compute PageRank/EigenTrust scores over a user-supplied directed trust graph (~$0.005/call)
get_agent_trust — Trust score, rank, and percentile for a single node (~$0.003/call)
verify_reputation — Re-derive and verify PageRank scores (~$0.002/call)
Consensus (Murmuration) — aggregate_values: deterministic multi-source value aggregation
Thermodynamics (Landauer) — audit_compute_cost, verify_compute_cost: Landauer bit-erasure cost auditing
Routing (Fermat) — compute_least_time_route, verify_least_time_route: least-time paths with dual certificates
Cascade Risk (Ablation) — analyze_cascade_risk, verify_cascade_risk: sandpile cascade analysis
Sampling (Lattice/Turing) — get_quasirandom_sequence, get_blue_noise: quasi-random and blue-noise sequences
Optimization (Colony) — optimize_route: ant-colony route optimization with gap certificate
Resilience (Percola) — analyze_network_resilience, verify_network_resilience: percolation threshold analysis
Sortition (Sortes) — sortes_draw, sortes_verify: ECVRF-based verifiable random draws (RFC 9381), verifiable offline
Bayesian Learning (Gauss) — gauss_field, gauss_suggest, gauss_verify: Gaussian Process posterior and Expected-Improvement suggestions
Time-lock (Aestus) — aestus_seal, aestus_open, aestus_verify: RSW time-lock puzzle sealing and opening
Topology (Betti) — betti_homology, betti_distance: Vietoris-Rips persistence diagrams and bottleneck distance
Optimal Transport (Kantor) — kantor_transport, kantor_verify: Kantorovich dual-potential transport
Spectral (Fourier) — fourier_spectrum, fourier_verify: Laplacian spectrum and Fiedler value computation
Discovery — list_oracle_capabilities: list all available tools, capability IDs, per-call prices, and subscription tiers (free)
Provides access to LUMEN reputation scores (PageRank/EigenTrust trust scores) over a supplied graph.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@aimarket-oracle-gateway Generate a provably random number for my raffle."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
📖 Read-only mirror.
aimarket-oracle-gatewayis published from the canonical AI-Factory monorepo. Pull requests are not accepted — any commit pushed here is overwritten byscripts/mirror_satellites.shon the next sync. 🐞 Found a bug or have a request? Please open an issue.
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 | |
Tool routing core | |
Extended tool surface | |
Glama / Docker run |
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).
Category | MCP tool | capabilityId | price |
Randomness |
|
| $0.004 |
|
| $0.004 | |
|
| $0.003 | |
|
| $0.001 | |
Delay |
|
| $0.01 |
|
| $0.001 | |
Reputation |
|
| $0.005 |
|
| $0.003 | |
|
| $0.002 | |
Consensus |
|
| $0.002 |
Thermodynamics |
|
| $0.01 |
|
| $0.001 | |
Routing |
|
| $0.01 |
|
| $0.001 | |
Cascade risk |
|
| $0.01 |
|
| $0.001 | |
Sampling |
|
| $0.002 |
|
| $0.002 | |
Optimization |
|
| $0.005 |
Resilience |
|
| $0.01 |
|
| $0.001 | |
Randomness |
|
| $0.006 |
|
| $0.001 | |
Learning |
|
| $0.006 |
|
| $0.006 | |
|
| $0.001 | |
Time-lock |
|
| $0.006 |
|
| $0.01 | |
|
| $0.001 | |
Topology |
|
| $0.008 |
|
| $0.004 | |
Transport |
|
| $0.006 |
|
| $0.001 | |
Spectral |
|
| $0.005 |
|
| $0.001 | |
Discovery |
| — | free |
High-volume tools also advertise monthly bundles in list_oracle_capabilities:
Tool | Starter | Pro |
| 10k calls / $10 | 100k / $50 |
| 5k / $20 | 50k / $100 |
| 10k / $15 | 100k / $75 |
| 10k / $25 | 100k / $120 |
| 5k / $50 | 50k / $250 |
Pay-per-call remains the default; bundles are Hub-side packaging.
Related MCP server: AgentPay
var | meaning |
| AIMarket Hub base URL — recommended: metered + paid |
| direct oracle-family URL (if no hub) — demo/free path |
| optional pre-opened payment channel id |
| per-channel debit secret |
| optional bearer token |
| hard cap per call (default |
| hard cumulative budget (default |
| reject overcharge vs advertised (default |
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.
pip install -r requirements-mcp.txt && pip install --no-deps -e .
AIMARKET_HUB_URL=https://modelmarket.dev python mcp_stdio_server.pyClaude Desktop (mcpServers entry):
{ "mcpServers": { "aimarket-oracle-gateway": {
"command": "python", "args": ["mcp_stdio_server.py"],
"env": { "AIMARKET_HUB_URL": "https://modelmarket.dev" } } } }Listing: glama.ai/mcp/servers/alexar76/aimarket-oracle-gateway
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
PYTHONPATH=. pytest tests/MCP server connecting AI agents to non-custodial staking data across 130+ networks.
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