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MCP servers tagged deterministic
92 live MCP servers tagged "deterministic", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with deterministic.
Meme Maker
Deterministic meme generation for AI agents. 609 templates, JSON spec in, pixels out. CLI/MCP/HTTP/UI. MIT.
Lingnao
灵脑 LingNao — 可审计·确定性·不幻觉的推理引擎（非概率生成式 LLM）。本地 A* 可审计推理 + 世界图 + 七段审计 + do 演算因果；免费 LLM 仅做感知/解释，不进入证明链。46 个 MCP 工具。授权：商业授权 / 非商业免费（非商用免费，商用须书面授权）。
Fitorder Swiggy MCP
A deterministic SwiftUI performance-nutrition concierge orchestrating Swiggy Food and Instamart through a local MCP demo.
Ainumbers
Deterministic fintech compliance tools + the OpenChainGraph verifiable-artifact standard
Deterministic Workflow Builder
Deterministic, auditable workflow execution for Codex and Claude — typed manifests, approval gates, audit trails, and live HTML visualization.
Biz Guard
Deterministic business-change safety gate for coding agents — evidence-backed BLOCK/ALLOW decisions
Vocal Synth Engine
Deterministic vocal instrument engine — additive synthesis with formant control, real-time WebSocket streaming, MCP server, and cockpit UI
GKOS Engine
Deterministic Markdown knowledge engine: GKX validation, graphs, retrieval, read-only MCP, and opt-in experimental managed MOC effects.
TaxAssist
Autonomous, security-first Indian tax-filing agent -> Gemini + Google Cloud Agent Builder + the MongoDB MCP server. Reads your documents from Drive, confirms figures with you over…
Caddis Plugin
caddis — an opinionated Claude Code plugin for verification-first agentic development: phased TDD planning, cross-vendor code review, independent phase validation, and session con…
Kineto
Video as a build artifact. A deterministic video compiler: declarative JSON scenes in, MP4 out. One Rust engine, browser (wasm) and headless native, with an MCP server so agents c…
Wikillm Digest NoLLM
Research paper PDF to grounded WikiLLM source Markdown, without an LLM. Layout-aware deterministic compiler with a verified verbatim grounding audit.
Shpbl Spec Action Ledger
Specification only: verifiable evidence for autonomous-agent actions.
Batter
The backtesting engine for prediction markets. Every run ships a verifiable, reproducible receipt.
Sententim
Deterministyczny weryfikator sygnatur polskich wyroków · MCP · lokalnie · offline · zero LLM w runtime. FOUND / NOT_FOUND / AMBIGUOUS — z twardymi faktami ze źródła publicznego (S…
Lingshu Solver
灵数求解器 — 确定性（非大模型）实数方程组求解器，≤6 变量。区间算术 + Krawczyk 构造性认证，每个已验证解数学保真；网页即用或被 AI Agent 通过 MCP 调用。全局穷尽为尽力而为，未穷尽诚实标记 truncated。非商业免费 / 商业须书面授权（详见仓库 LICENSE）；零依赖、离线。安装：npx -y lingshu-solver
A2a Iso Gateway
A2A open banking → ISO 20022 mapper
Context Layer Lab
Stopping AI agents from acting on stale operational context: governed records, provenance, validity windows, and freshness-aware retrieval.
Finance Engines
Proprietary deterministic finance engines for AI agents: commodity margins, covenant compliance, invoice audit — library + MCP server
Anchor Suite
Anchorproof: RFC 3161 / OpenTimestamps / signature-envelope evidence services
Ainumbers Helm
AINumbers Helm — local-first control plane for verifiable connected workflows (deterministic OCG kernels, signed evidence, EU AI Act Art.12 journal)
Shpbl Spec Drift Sentinel
Specification only: explainable detection of agent behavior drift.
Ocs MCP Worker
MCP server for OmegaCentauri.me (evidence-evaluation tools, signed receipts)
Passgen
Stateless deterministic passphrase generator for agentic ai.
Newtripoli MCP Worker
MCP server for newtripoli.xyz (hash-verifiable physics instruments, OCG receipts)
Newtripoli
New Tripoli — interactive hard-SF world portal: hash-verifiable physics instruments (Sim Terminal) plus an MCP server exposing the same instruments to agents
Nanosistant
Sovereignty-first personal AI OS. Deterministic routing, four-tier memory, ruflo orchestration, 840+ tests. Hub: nstn.dev
Shpbl Security Genome Reactor
Evolve scan and policy configurations against the fleet's measured phenotype instead of its labels.
Shpbl Canary Chain
Canary evidence chain: mints canary markers into the package's own synthetic test data and detects those markers reappearing in operator-supplied text. Reference implementation of…
Shpbl Nightmare Probe Engine
Turn worst-case fleet hypotheses into the smallest bounded scan that could falsify them.
Iter
Deterministic MCP server for governed and auditable AI execution
Atomadic SDK
Python SDK for the Atomadic sovereign MCP. Authenticate with a signed Ed25519 entitlement key, call 78 entitlement-gated tools at mcp.atomadic.tech. Tools execute deterministicall…
Postoaklabs
Post Oak Labs site
Shpbl Scan Coverage Autopilot
A capacity-safe next scan schedule that names what it could not fit, and why.
Shpbl Spec Canary Chain
Specification only: synthetic-data canary evidence with zero egress.
Shpbl Remediation Flight Recorder
One auditable remediation transaction: frozen pre-state, policy gate, execution receipts, verified post-state, rollback on failure.
Shpbl Spec Retrieval Auditor
Specification only: retrieval-context provenance and influence auditing.
Fsm
Deterministic hierarchical statechart engine with a tamper-evident journal and exact decimal arithmetic. Zero dependencies. Usable as a Rust library, a CLI, or an MCP server for L…
Deterministic Dependency Engine
Deterministic dependency reasoning over declared graphs for humans and AI agents.
Apexlogics
Deterministic decision engines for people, creators, and agents — career & education finance tools. Built by Post Oak Labs.
MCP
MCP server for openOODA. 26 capability-aware tools for agents: check, emit, build, run, query, and blackbox flight inspection.
MCP
MCP (Model Context Protocol) server endpoint for CitOmni applications. Exposes tools registered explicitly in config to AI clients over authenticated Streamable HTTP. Built on the…