Bud MCP Foundry

Organizations that spent years building their systems shouldn't have to rebuild for the agentic future. That's why we built Bud MCP Foundry — a platform that turns your existing tools, workflows, and knowledge into governed MCP tools, while federating 1,000+ third-party MCPs through a unified control plane, so your organization is agent-ready without rebuilding.

What is Bud MCP Foundry

The unified control plane to automatically produce, federate, and govern MCP tools at enterprise scale.

Bud MCP Foundry produces the MCP capabilities your enterprise needs from your internal APIs, documentation, knowledge, and systems, federates 1,000+ third-party MCPs, and governs every agent-tool interaction through one control plane. So any MCP-compliant agent can do real work with your organisation.

Produce

Auto-generate MCP Tools

What took weeks of custom engineering now takes minutes. Zero code.

Drop your source. Get governed MCPs back.

OpenAPI specs, Postman collections, PDFs, vendor docs, REST endpoints, GUI recordings, RPA bots. Drop it in. Get governed MCP tools back.

No API? Still works.

The pipeline crawls documentation sites, even JS-rendered ones with complex auth, and produces usable tools automatically.

Production-grade by default.

Confidence scoring, dry-run preview, and Evaluator gating on every tool before it enters the registry.

Compose

Industry-first four-tier tool management for complete MCP coverage

Orchestrate external MCPs.

1,000+ third-party MCPs — Slack, Notion, GitHub, Atlassian, Composio, Zapier — federated and governed instantly.

Unlock stdio-only tools.

Tools like Drive, Gmail, and Postgres ship as local CLIs, not remote services. The platform auto-bridges them so any agent can use them at scale.

Auto-create MCPs that don't exist.

Internal systems get MCPified from your docs and APIs. Minutes, not months.

Bring your own tools in.

Skills, prompts, resources, and A2A agents — registered and governed in the same catalog.

Federate

Federated hybrid architecture

Your data stays where regulators require. Your agents still work across every boundary.

One catalog. Many zones.

Each compliance zone, region, or business unit gets its own Foundry instance with its own audit trail. Agents see a single unified capability surface. The boundaries are enforced underneath, invisible to consumers.

No cross-zone data leakage. By design.

Data never leaves its zone. Capabilities are federated. Auditors see clean separation. Operations teams see clean isolation.

No GPUs required.

The Foundry runs on classical CPU infrastructure. GPU-hosted intelligence stays in a separate zone. Your ops team runs what they already know.

Govern

Enterprise governance plane

Identity, authorization, scoping, encryption, audit. One plane. Every call.

SSO with the IdP you already run.

Google, Entra ID, Okta, Keycloak, GitHub. Plug into your existing identity stack on day one.

Fine-grained authorization at every level.

Three-scope RBAC, multi-tenant team isolation, and policy hooks at every lifecycle stage. Scope access down to a single tool.

Zero plaintext. Anywhere.

Credentials, tokens, and passwords are encrypted at rest and in transit. The platform refuses to boot on weak defaults.

Full forensics on every invocation.

Immutable, tamper-evident audit logs. Know who did what, with whose permission, at what cost, on every single call.

The product surface

What your team actually sees.

One governance plane. Zero complexity at the surface.

Effortless creation

Three steps.
Minutes to production.

Drop in your source

Upload a spec, paste a URL, or connect a live API.

Review what’s generated

The pipeline produces workflow-level tools with confidence scores. Preview everything before it goes live.

Approve and ship

One click. Your MCP server is live with auth, rate limits, and observability already wired in.

foundry.bud.studio/create

Foundry · Create

Source Auto create tools from

Spec OpenAPI File

URL / PDF API Documentations

Collection Postman Collections

foundry.bud.studio/observability

Foundry · Govern

Tooling Per-tool metrics

Agents Per-agent analytics

Cost FinOps tracking

Performance Live analytics

Effortless Governance

One control plane.
Zero blind spots.

Every tool invocation, whether third-party, auto-bridged, AI-generated, or native, routes through the same plane. One audit trail. One policy engine. One place to answer “who did what, with whose permission, at what cost?”

See everything

Per-agent and per-tool dashboards across every tier. Latency, cost, anomalies, all in one view.

Enforce everything

Auth, RBAC, rate limits, and data residency applied uniformly. No tool bypasses the plane.

Control everything

Versioning, deprecation, rollback, and budget enforcement per agent, per tenant, per workspace.

Effortless Compliance

Enterprise ready.
From day one.

The controls your security, legal, and compliance teams require are built in, not bolted on. RBAC, SSO, data residency, immutable audit trails, and exportable compliance reports ship at deployment. Not after a retrofitting sprint.

foundry.bud.studio/access

Foundry · Access

Identity Centralized authentication

Telemetry Cross-tier observability

Access Unified RBAC

Compliant SOC 2 ISO 27001 GDPR HIPAA

Your expertise, packaged and portable.

Reusable capabilities.
Portable across any agent.

Compose tools, resources, and prompts into self-contained Skills. Distribute them through a governed catalog. Run them on Claude, ChatGPT, Cursor, LangChain, CrewAI, or on-prem SLMs. Your procedural expertise travels with you, not locked to any single vendor.

Compose once, use everywhere

Bundle a procedure into a single agent-facing Skill with a clear name and contract. Any MCP-compliant agent can discover and invoke it.

Pre-built and ready to deploy

A curated catalog of enterprise Skills for data retrieval, document processing, API integration, and workflow automation. One-click activation.

Versioned, scoped, and governed

Snapshot every version with one-click rollback. Scope visibility to a team, a role, or the entire platform.

Bud MCP Gateway

Every protocol in. One MCP surface out.

Five transport protocols normalized into a single dispatch layer. Agents issue standard MCP calls. The gateway handles the rest.

Unified dispatch via Bifrost

Four tiers of tools, remote hosted, stdio-bridged, AI-generated, and internal, routed transparently through a single catalog. Agents never see the seams.

Virtual server composition

Bundle tools, resources, prompts, and A2A agents into curated endpoints. Different teams, different surfaces, same underlying catalog.

Bud Smart Discovery

Don't dump 1,000 tools into the model's context.
Send the three it needs.

Most MCP setups stuff the entire tool catalog into every prompt — burning tokens, blowing context windows, confusing tool selection. Bud Smart Discovery is semantic retrieval for tools. Per query, only the relevant ones reach the LLM.

Without Naive MCP wiring

tool_001 tool_002 tool_003 tool_004 tool_005 tool_006 tool_007 tool_008 tool_009 tool_010 tool_011 tool_012 tool_013 tool_014 tool_015 tool_016 tool_017 tool_018 tool_019 tool_020

+ 980 more…

↓

LLM Context

overstuffed · ~50K tokens · degraded selection

Tokens per query~50,000

Tool selection accuracy~62%

Frontier LLM requiredalways

With Bud Smart Discovery Per-query semantic retrieval

Query

“Investigate AML alert #4471”

Semantic match

Top 3 relevant

aml.lookup_alert crm.customer_360 tx.recent_history

↓

LLM Context

~5K tokens · sharp selection

Tokens per query~5,000

Tool selection accuracy~94%

SLM-feasibleyes

10×

smaller LLM context — directly proportional cost reduction

+32 pts

accuracy lift on tool selection — fewer wrong-tool invocations

SLM

replaces frontier LLM for tool-using agents — hardware-feasible on-prem

200K+

tools per catalog without context blowout — long-tail systems addressable

Performance

Built for enterprise scale.

The numbers your platform team needs to know before they sign off.

API Gateway

<50ms

Request latency at the gateway boundary.

Tool Execution

<500ms

For simple tools end-to-end.

Streaming

<100ms

First-byte for streaming responses.

Concurrency

10K+

Concurrent connections at minimum spec.

Throughput

100K/min

Request capacity per node.

Availability

99.9%

Uptime SLA target with continuous monitoring.

Integrations

Production-ready on day one.
The majority of enterprise tooling.

Pre-built, governed MCP integrations authenticated through standard OAuth, governed through the same plugin and policy hooks as custom tools, observable through the same telemetry pipeline.

Slack

GitHub

Atlassian

PayPal

HubSpot

Intercom

Stripe

Cloudflare

1000⁺

Pre-integrated MCPs governed on day one

Microsoft 365

Native M365 surface

Exchange Online, SharePoint, Teams, Entra ID (Azure AD), OneDrive, Microsoft Graph API.

AWS

Cloud infra

S3, Lambda, DynamoDB, CloudWatch, IAM, EC2, RDS.

Azure

Managed services

Azure Storage, Functions, Cosmos DB, Monitor, Virtual Machines, Azure SQL Database.

VMware

On-prem virtualization

vCenter API, VM lifecycle (create / clone / power / delete), resource monitoring, snapshot management.

Third-party MCPs

1,000+ federated

Notion, Slack, Linear, GitHub, GitLab, Bitbucket, Atlassian suite. Composio (850+), Zapier MCP (8,000+). Databricks Marketplace (LSEG, FactSet, Nasdaq, Moody's, S&P).

Stdio (auto-bridged)

Self-hosted MCPs

Google Drive, Gmail, Calendar, Sheets. Filesystem, PostgreSQL, Redis, SQLite, MySQL. Playwright. Community GitHub MCPs.

LLM providers

Vendor-agnostic

OpenAI, Anthropic Claude, Google Gemini, Mistral, Cohere, any OpenAI-compatible endpoint, on-premises SLMs via Bud AI Foundry.

Agent frameworks

First-class support

LangChain / LangGraph, CrewAI, AutoGen / AG2, A2A and ACP protocols, Bud Agent (native), custom framework plugins.

Custom

AI-generated MCPs

Any internal system you own. Produced by the MCPfication pipeline from OpenAPI specs, documentation, PDFs, or live REST endpoints.

Browse the complete integrations catalog

Architecture

Seven layers of clean separation.

Every request traverses the full middleware stack before reaching a backend service. This design enforces consistent security, observability, and policy behavior regardless of which component is accessed.

Layer 01

Consumer

AI agents, commercial assistants (Claude, ChatGPT, Gemini, Cursor), open-source frameworks (LangChain, CrewAI, AutoGen, LangGraph), React Web Dashboard, REST/CLI/SDK clients, federated peer Foundries.

Layer 02

Transport

Five protocols normalized into a consistent API surface: HTTP / JSON-RPC, Server-Sent Events, WebSocket, Streamable HTTP (spec version 2025-06-18), stdio (auto-bridged).

Layer 03

API Gateway

Single entry point built on a high-performance ASGI framework with ORJSON serialization. Validates, routes, applies middleware, serves OpenAPI, exposes /health, /ready, /health/security.

Layer 04

Middleware stack

Ordered pipeline: CORS, compression, security headers, protocol validation, token scoping, authentication, RBAC, request logging, observability instrumentation.

Layer 05

Backend services

Six services operating in concert: Federation, Gateway, Tool, Team Management, A2A, and MCP Server. Each with defined responsibility and telemetry.

Layer 06

MCP Registry

Four-tier unified registry: remote hosted, self-hosted stdio-bridged, AI-generated, and internally managed. Virtual server composition on top.

Layer 07

Data & observability

Redis cache and session state. PostgreSQL 14+ (or MySQL 8+ / MariaDB 10.6+) with SQLAlchemy 2.0 and Alembic migrations. LogFire, OpenTelemetry, Prometheus instrumentation.

Read the full platform architecture

08 · Security

Defense-in-depth.
No plaintext credentials. Anywhere.

Security is foundational to the platform's design, not an afterthought. Authentication is enforced by default on every API, protocol, and administrative endpoint. Admin surfaces are disabled unless explicitly enabled.

Four containment perimeters · no plaintext at the core.

01 Network

TLS / HTTPSHSTSWSSCSPCORSOutbound TLS

02 Application

JWT · 9 algorithmsArgon2idOAuth 2.0 SSO3-scope RBACPKCE / S256

03 Data

AES-256-GCMFernetSHA-256Argon2id hashes

04 Operational

Startup security validationAudit logSBOMImage signing

at the core No plaintext credentials. Anywhere. Enforced at the schema level · refuses to boot on weak defaults.

Controls map to SOC 2 Trust Services Criteria, ISO 27001:2022 Annex A, OWASP Top 10 (2021), and NIST CSF 2.0. SOC 2 Type II certification is in progress.

Read the full security spec

Observability

Agent-level trails for every interaction.

Agent behavior is non-deterministic. When something goes wrong, the question is never just "what call failed" but "what was the agent trying to do, with what context, and what sequence of calls led here."

LogFire

Dedicated logging for AI agent activity. Per-agent activity trails across tool invocations, skill executions, prompt renderings, and A2A communications. Built for post-incident analysis and compliance reporting at enterprise scale.

OpenTelemetry

W3C Trace Context propagation. Export to OTLP (gRPC/HTTP), Jaeger, Zipkin, or console. Traces stored in the platform's own database when external infrastructure is unavailable.

Prometheus

Metrics on every HTTP endpoint: request counts, duration histograms, size histograms. Per-tool, per-gateway, per-server, per-agent, per-skill, per-prompt counters. Exposed via /metrics/prometheus with GZip.

Health & HA

/health, /ready, /health/security endpoints. Auto-healing with separated enabled/reachable status. Active-active multi-region. PostgreSQL streaming replication. Redis Sentinel/Cluster.

Industry applications

Built for your industry.

Worked example

How a bank uses Bud MCP Foundry.

Explore industry solutions in depth

How it compares

Bud MCP Foundry vs. IBM ContextForge

Where both deliver

JSON-RPC, HTTP, SSE, WebSocket, Streamable HTTP protocol support
Gateway federation with DNS-SD auto-discovery
Tool registry with JSON Schema validation and rate limiting
External MCP server connectivity
Plugin extension system with pre/post hooks

Where only Bud has full coverage

Automated MCP creation from API documentation
Firecrawl-powered documentation crawling
AI-powered tool enhancement and evaluation
Multi-format ingestion (OpenAPI, Postman, PDF, HTML, Markdown)
Confidence scoring, dry-run preview, bulk conflict resolution
Predefined Skills Registry with one-click deployment
Snapshot-based skill versioning
Bifrost unified routing plane
Auto-bridge stdio MCPs to HTTP/SSE with horizontal scaling
LogFire AI-agent activity logging
Token scoping (IP / time / server), startup security validation

Take the next step

Ready to see Bud MCP Foundry in action?

Talk to our team about your enterprise MCP strategy, or watch a live walkthrough of the platform tailored to your stack.

Get a demo Contact us

Bud MCP Foundry

The unified control plane to automatically produce, federate, and govern MCP tools at enterprise scale.

Auto-generate MCP Tools

Industry-first four-tier tool management for complete MCP coverage

Federated hybrid architecture

Enterprise governance plane

What your team actually sees.

Three steps.
Minutes to production.

One control plane.
Zero blind spots.

Enterprise ready.
From day one.

Reusable capabilities.
Portable across any agent.

Every protocol in. One MCP surface out.

Don't dump 1,000 tools into the model's context.
Send the three it needs.

Built for enterprise scale.

Production-ready on day one.
The majority of enterprise tooling.

Native M365 surface

Cloud infra

Managed services

On-prem virtualization

1,000+ federated

Self-hosted MCPs

Vendor-agnostic

First-class support

AI-generated MCPs

Seven layers of clean separation.

Defense-in-depth.
No plaintext credentials. Anywhere.

Agent-level trails for every interaction.

LogFire

OpenTelemetry

Prometheus

Health & HA

Built for your industry.

How a bank uses Bud MCP Foundry.

Bud MCP Foundry vs. IBM ContextForge

Where both deliver

Where only Bud has full coverage

Ready to see Bud MCP Foundry in action?

Company

Product

Resources

Bud MCP Foundry

The unified control plane to automatically produce, federate, and govern MCP tools at enterprise scale.

Auto-generate MCP Tools

Industry-first four-tier tool management for complete MCP coverage

Federated hybrid architecture

Enterprise governance plane

What your team actually sees.

Three steps.Minutes to production.

One control plane.Zero blind spots.

Enterprise ready.From day one.

Reusable capabilities.Portable across any agent.

Every protocol in. One MCP surface out.

Don't dump 1,000 tools into the model's context.Send the three it needs.

Built for enterprise scale.

Production-ready on day one.The majority of enterprise tooling.

Native M365 surface

Cloud infra

Managed services

On-prem virtualization

1,000+ federated

Self-hosted MCPs

Vendor-agnostic

First-class support

AI-generated MCPs

Seven layers of clean separation.

Defense-in-depth.No plaintext credentials. Anywhere.

Agent-level trails for every interaction.

LogFire

OpenTelemetry

Prometheus

Health & HA

Built for your industry.

How a bank uses Bud MCP Foundry.

Bud MCP Foundry vs. IBM ContextForge

Where both deliver

Where only Bud has full coverage

Ready to see Bud MCP Foundry in action?

Company

Product

Resources

Three steps.
Minutes to production.

One control plane.
Zero blind spots.

Enterprise ready.
From day one.

Reusable capabilities.
Portable across any agent.

Don't dump 1,000 tools into the model's context.
Send the three it needs.

Production-ready on day one.
The majority of enterprise tooling.

Defense-in-depth.
No plaintext credentials. Anywhere.