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Tool Governance · MCP Governance Server · Agentic AI
90%+ of agentic workflows are tool calls. When AI touches your systems—billing, databases, infrastructure, APIs—Trinitite intercepts every call with deterministic precision. Client-side. Low latency. Every tool. Every time.
90%+
Agentic calls are tool calls
400+
Pre-built governors
1-7%
Latency overhead
100%
Call coverage
The New Attack Surface
A text hallucination is a PR problem. A tool call hallucination is a financial transaction, a data breach, or a system failure. MCP and modern agent frameworks give AI hands. Trinitite governs every hand.
SYNTAX ERROR
Wrong data types, missing required fields, malformed payloads. The LLM hallucinated an integer as a string. Your system crashes. The workflow dies.
SEMANTIC VIOLATION
Syntactically perfect. Operationally catastrophic. An unbounded DELETE query disguised as a read. A refund without authorization. Trinitite reads intent, not just structure.
COGNITIVE EXPLOIT
Prompt-injected values attempting to override system instructions, escalate privileges, or extract unauthorized data through the tool response channel.
Client-Side Middleware
Trinitite runs inside your stack — not ours. Deploy as client-side middleware or a self-hosted proxy. No external network hop to a third-party service. Just a small, predictable latency trade-off for ironclad governance.
BI-DIRECTIONAL INTERCEPTION — OUTBOUND + INBOUND
OUTBOUND · Tool Call Validation
LLM OUTPUT
TRINITITE MIDDLEWARE
MCP TRANSPORT
TOOL SERVER
↕ IN-PROCESS · ZERO NETWORK HOPS · 1-7% LATENCY OVERHEAD
INBOUND · Response Sanitization
LLM CONTEXT
TRINITITE MIDDLEWARE
MCP TRANSPORT
TOOL RESPONSE
Inbound sanitization prevents poisoned context and PII from reaching the LLM prompt
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You cannot police a specialized database query with a generic filter. Each tool gets its own hyper-specific Governor — tuned to its exact schema, semantics, and known adversarial patterns.
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The Trinitite Base Governor handles determinism, ledger chaining, and autocorrection physics. Tool Governors layer on top with custom logic. Infinite scale, zero collision.
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MCP, LangChain, CrewAI, AutoGen, custom agents — if it makes tool calls, Trinitite governs it. Framework-agnostic, language-agnostic, protocol-agnostic.
Semantic Rectification
Traditional guardrails crash the workflow and force a costly, high-latency LLM regeneration cycle. Trinitite applies Deterministic Autocorrection via JSON Patch (RFC 6902). We map the error to the nearest safe centroid and patch the payload in-memory. The workflow continues. The agent never knows.
Retry loop eliminated
Token spend reduced
Agent uptime improved
Developer experience preserved
trinitite — governor-runtime
Pre-Built Governor Library
400+ pre-built, teleologically hardened Governors — already immunized against known adversarial patterns for the industry's most critical APIs. Time to governance: minutes, not months.
ARMED
▸
stripe.*
Max refund ceiling: $10,000
Authorization chain: required
Fraud intent classifier: ARMED
ARMED
▸
postgres.*
SQL injection: BLOCKED
Unbounded queries → LIMIT 100
Write access: permission-gated
ARMED
▸
github.*
Secret exposure: BLOCKED
Destructive ops: gated
Repo scope: ENFORCED
ARMED
▸
slack.*
PII transit: REDACTED
Channel boundary: ENFORCED
Policy compliance: VERIFIED
ARMED
▸
aws.iam.*
IAM boundary: ENFORCED
Blast radius: CONTAINED
Tag compliance: REQUIRED
ARMED
▸
salesforce.*
Object-level permissions: ON
Bulk delete: BLOCKED
Field-level security: ACTIVE
ARMED
▸
sendgrid.*
Rate limits: ENFORCED
Recipient validation: ON
PII in subject: REDACTED
ARMED
▸
twilio.*
E.164 format: ENFORCED
Bulk sends: gated
TCPA compliance: VERIFIED
BUILDER
⊕
your-api.*
Point at any OpenAPI spec
Auto-generate test corpus
Bespoke Governor in minutes
Proprietary API? No problem.
Our Teleological Data Generator automatically synthesizes thousands of adversarial test cases — schema mismatches, intent attacks, injection patterns — to train a bespoke Governor for your custom tool. Zero manual test writing required.
MCP Governance Server
Connecting an AI agent to a growing constellation of MCP servers shouldn't mean multiplying your attack surface by the number of integrations you have. The Trinitite MCP Governance Server centralizes every connection — and every governance decision — behind a single, hardened proxy.
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The moment an AI agent sends a JSON-RPC request — list tools, call a tool, fetch a resource — it passes through a three-verdict governance pipeline: pass, correct, or block. No tool reaches an upstream server without explicit approval.
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Governance isn't just call-by-call. The proxy tracks the full session history and detects multi-step attack patterns — a read followed by an exfiltrate, a privilege escalation chain — across consecutive tool calls in the same session window.
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AWS secrets, JWT tokens, bearer credentials — the proxy scans every tool response on the return path and redacts credential-shaped strings before they ever land in the LLM's context window. What the model can't see, it can't exfiltrate.
trinitite — mcp-governance-proxy
One API. Total Control.
Instead of wiring every AI agent directly to every MCP server — and maintaining governance policy across each connection — your agents connect to a single Trinitite endpoint. The proxy holds the catalog of every connected tool, enforces your active governance policy, and routes each call to the right upstream server. When you add a new MCP server, or update a policy, it propagates instantly. No client changes required.
Policy changes without client deploys
Centralized audit across all MCP servers
Per-session NHI privilege tier enforcement
Secrets redacted from every response
Still works without MCP — governs any tool call
Three Verdicts. Every Call.
◉
PASS
Clean. Forward.
The tool call is within policy. Arguments are clean. The request is forwarded to the upstream MCP server unchanged, at full speed.
◈
CORRECT
Flawed. Fixed. Forwarded.
Something is off — an oversized payload, a disallowed flag, a forbidden field. The proxy rewrites the arguments to match policy and forwards the corrected call. The workflow never stalls.
✕
BLOCK
Dangerous. Stopped.
A blocklist hit. A multi-step attack pattern. A forbidden regex. The call is rejected before it ever reaches the upstream server. The reason is logged in the ledger.
Not using MCP yet? That's fine.
LangChain, CrewAI, AutoGen, custom REST tool wrappers — the Trinitite Governor intercepts any tool call, from any agent framework. The MCP Governance Server is an additional layer for teams standardizing on MCP. Both paths land in the same Glass Box Ledger.
Glass Box Ledger
In the era of agentic AI, "the model hallucinated" is an admission of mechanical negligence. Every tool call, schema validation, and applied JSON patch is cryptographically chained into our State-Tuple Ledger — giving your General Counsel, Auditors, and Insurers absolute mathematical proof.
General Counsel
Perfect chain of custody for every automated action. Admissible evidence.
Auditors
100% call coverage, not sampling. Continuous attestation, always on.
Risk Managers
Mathematically bounded risk per tool. Price it. Contain it. Prove it.
Built for the Buying Committee
General Counsel
Standard API gateways check if a payload is formatted correctly. Trinitite checks if the payload is malicious. Bi-directional semantic interception. Immutable Glass Box Ledger. Perfect evidence trail for every automated action.
Risk Manager
You cannot write a monolithic safety rule for every tool. Trinitite scales governance at the tool layer: 1 Tool = 1 Governor. When a tool acts up, the Governor snaps it to a safe state deterministically — mathematically incapable of exceeding authorized scope.
CTO / Engineer
Client-Side Middleware. No centralized proxy. No gateway bottleneck. Trinitite autocorrects broken JSON via RFC 6902 instantly — preventing high-latency LLM retry loops. It stacks effortlessly and handles schema errors invisibly.
Auditor / Actuary
You cannot underwrite an unbounded probability. Trinitite maps risk to a Geometric Policy Manifold per tool. The risk is mathematically bounded. You can price it, audit 100% of traffic, and prove continuous attestation — not sampling.
The Fiduciary Operating System for Agentic AI
Every ungoverned call is a liability. Every ungoverned response is a prompt injection vector. Schedule a technical deep-dive and see the Governor Network in your stack.
Trinitite
The Guardian AI platform. Every decision — reviewed, corrected, protected.
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