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A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API end...

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### 🐞 Bug Summary When starting the application with Gunicorn, initialization fails due to a pydantic_settings.exceptions.SettingsError triggered while parsing the environment variable observability_exclude_paths. The error originates from Pydantic’s environment settings...

bug
triage

# ✨ Feature / Enhancement PR ## πŸ”— Epic / Issue _Link to the epic or parent issue:_ Part of #80 --- ## πŸš€ Summary (1-2 sentences) Adds documentation updates...

# Gateway-Level Input Validation & Output Sanitization Closes https://github.com/IBM/mcp-context-forge/issues/221 ## πŸ”’ Security Enhancement This PR introduces a comprehensive security layer for **input validation** and **output sanitization** within the MCP Gateway,...

# πŸ› Bug-fix PR Closes #1522 Closes #1523 ## πŸ“Œ Summary This PR resolves major performance degradation across `gateway_service.py`, `tool_service.py`, and `server_service.py`. Implemented concurrent Gateway health checks with batches and...

# πŸ“‹ Epic: Unified Search & Filter - Consistent Cross-Tab Discovery ## Goal Implement **unified search and filter functionality** across all Admin UI tabs (Servers, Virtual Servers, Tools, Prompts, Resources,...

enhancement

Add comprehensive multiplatform Docker build support with: - New docker-multiplatform.yml workflow: - Parallel native builds for amd64 (ubuntu-latest) and arm64 (ubuntu-24.04-arm) - QEMU emulation for s390x on ubuntu-latest - Multiplatform...

ο»ΏSigned-off-by: NAYANAR ## πŸ’‘ Fix Description _How did you solve it? Key design points._ This block sets the password-strength policy by enforcing length, uppercase/lowercase rules, and whether numbers or special...

### 🧭 Type of Feature Please select the most appropriate category: - [x] Enhancement to existing functionality - [ ] New feature or capability - [ ] New MCP-compliant server...

enhancement
triage

## πŸ“‹ Summary This PR delivers a comprehensive structured JSON logging pipeline that captures correlation IDs end-to-end (ingress middleware β†’ services β†’ persistence) while maintaining backward compatibility with legacy console/file...

# πŸ› Bug-fix PR Before opening this PR please: 1. `make lint` - passes `ruff`, `mypy`, `pylint` 2. `make test` - all unit + integration tests green 3. `make coverage`...