Skip to content

Navigation Menu

Appearance settings

Explore
By company size
By use case
By industry
View all solutions
Topics
- AI
- DevOps
- Security
- Software Development
- View all
Explore
- GitHub Sponsors
  Fund open source developers
- The ReadME Project
  GitHub community articles
Repositories
- Enterprise platform
  AI-powered developer platform
Available add-ons
Pricing

Search code, repositories, users, issues, pull requests...

Search

Clear

Search syntax tips

Provide feedback

We read every piece of feedback, and take your input very seriously.

Include my email address so I can be contacted

Saved searches

Use saved searches to filter your results more quickly

Name

Query

To see all available qualifiers, see our documentation.

Appearance settings

You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session.

Dismiss alert

IBM / mcp-context-forge Public

Notifications You must be signed in to change notification settings
Fork 211
Star 1.4k

Code
Issues 131
Pull requests 12
Discussions
Actions
Projects
Security
Insights

Additional navigation options

Code
Issues
Pull requests
Discussions
Actions
Projects
Security
Insights

Milestones
Release 0.7.0

Release 0.7.0

Open

Due by September 2, 2025

Last updated Aug 22, 2025

5% complete

Multitenancy and RBAC (Private/Team/Global catalogs), Extended Connectivity, Core Observability & Starter Agents (OpenAI and A2A)

List view

Select all issues: List view

0 issues of 81 selected

Open
(81)
Closed
(5)

[Feature Request]: Add OpenLLMetry Integration for Observability

enhancementNew feature or requestNew feature or request

observabilityObservability, logging, monitoringObservability, logging, monitoring

pythonPython / backend development (FastAPI)Python / backend development (FastAPI)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#175 In IBM/mcp-context-forge;

· crivetimihai opened

on Jun 25, 2025

[Feature Request]: Sample Agent - LangChain Integration (OpenAI & A2A Endpoints)

agentsAgent SamplesAgent Samples

enhancementNew feature or requestNew feature or request

pythonPython / backend development (FastAPI)Python / backend development (FastAPI)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#262 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[Feature Request]: Sample Agent - CrewAI Integration (OpenAI & A2A Endpoints)

agentsAgent SamplesAgent Samples

enhancementNew feature or requestNew feature or request

pythonPython / backend development (FastAPI)Python / backend development (FastAPI)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#263 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[SECURITY FEATURE]: Role-Based Access Control (RBAC) - User/Team/Global Scopes for full multi-tenancy support

enhancementNew feature or requestNew feature or request

securityImproves securityImproves security

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#283 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[Feature Request]: Structured JSON Logging with Correlation IDs

enhancementNew feature or requestNew feature or request

observabilityObservability, logging, monitoringObservability, logging, monitoring

pythonPython / backend development (FastAPI)Python / backend development (FastAPI)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#300 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[CHORE]: Setup SonarQube quality gate (draft)

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#391 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 11, 2025

[CHORE]: Enforce pre-commit targets for doctest coverage, pytest coverage, pylint score 10/10, flake8 pass and add badges

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#398 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 12, 2025

[CHORE]: Improve pytest and plugins (draft)

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

testingTesting (unit, e2e, manual, automated, etc)Testing (unit, e2e, manual, automated, etc)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#407 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 13, 2025

[CHORE]: Add normalize script to pre-commit hooks (draft)

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#408 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 13, 2025

[Feature Request]: Prometheus Metrics Instrumentation using prometheus-fastapi-instrumentator

enhancementNew feature or requestNew feature or request

observabilityObservability, logging, monitoringObservability, logging, monitoring

pythonPython / backend development (FastAPI)Python / backend development (FastAPI)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#218 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 2, 2025

[Feature Request]: ABAC Virtual Server Support

enhancementNew feature or requestNew feature or request

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#706 In IBM/mcp-context-forge;

· CalebBartleMAA opened

on Aug 10, 2025

[CHORE]: Achieve zero flagged SonarQube issues

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

securityImproves securityImproves security

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#212 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 2, 2025

[CHORE]: Add spec-validation targets and make the OpenAPI build go green

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

pythonPython / backend development (FastAPI)Python / backend development (FastAPI)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#216 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 2, 2025

[CHORE]: Helm chart build Makefile with lint and values.schema.json validation + CODEOWNERS, CHANGELOG.md, .helmignore and CONTRIBUTING.md

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

enhancementNew feature or requestNew feature or request

helmHelm chartHelm chart

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#222 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 3, 2025

[CHORE]: Helm Chart Test Harness & Red Hat chart-verifier

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

helmHelm chartHelm chart

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#223 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 3, 2025

[CHORE]: Implement automatic API documentation generation using mkdocstrings and update Makefile

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

documentationImprovements or additions to documentationImprovements or additions to documentation

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#250 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[CHORE]: Automatic performance testing and tracking for every build (hey) including SQLite and Postgres / Redis configurations

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

help wantedExtra attention is neededExtra attention is needed

testingTesting (unit, e2e, manual, automated, etc)Testing (unit, e2e, manual, automated, etc)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#251 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[CHORE]: Establish database migration testing pipeline with rollback validation across SQLite, Postgres, and Redis

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

testingTesting (unit, e2e, manual, automated, etc)Testing (unit, e2e, manual, automated, etc)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#252 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[CHORE]: Implement chaos engineering tests for fault tolerance validation (network partitions, service failures)

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

help wantedExtra attention is neededExtra attention is needed

testingTesting (unit, e2e, manual, automated, etc)Testing (unit, e2e, manual, automated, etc)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#253 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[CHORE]: Implement comprehensive Playwright test automation for the entire MCP Gateway Admin UI with Makefile targets and GitHub Actions

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

frontendFrontend development (HTML, CSS, JavaScript)Frontend development (HTML, CSS, JavaScript)

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

testingTesting (unit, e2e, manual, automated, etc)Testing (unit, e2e, manual, automated, etc)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#255 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[CHORE]: SAST (Semgrep) and DAST (OWASP ZAP) automated security testing Makefile targets and GitHub Actions

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

help wantedExtra attention is neededExtra attention is needed

securityImproves securityImproves security

testingTesting (unit, e2e, manual, automated, etc)Testing (unit, e2e, manual, automated, etc)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#259 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[CHORE]: Manual security testing plan and template for release validation and production deployments

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

help wantedExtra attention is neededExtra attention is needed

securityImproves securityImproves security

testingTesting (unit, e2e, manual, automated, etc)Testing (unit, e2e, manual, automated, etc)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#260 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[CHORE]: Implement 90% Test Coverage Quality Gate and automatic badge and coverage html / markdown report publication

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

testingTesting (unit, e2e, manual, automated, etc)Testing (unit, e2e, manual, automated, etc)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#261 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[CHORE]: Set up contract testing with Pact (pact-python) including Makefile and GitHub Actions targets

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

help wantedExtra attention is neededExtra attention is needed

pythonPython / backend development (FastAPI)Python / backend development (FastAPI)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#281 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 6, 2025

[CHORE]: End-to-End MCP Gateway Stack Testing Harness (mcpgateway, translate, wrapper, mcp-servers)

choreLinting, formatting, dependency hygiene, or project maintenance choresLinting, formatting, dependency hygiene, or project maintenance chores

cicdIssue with CI/CD process (GitHub Actions, scaffolding)Issue with CI/CD process (GitHub Actions, scaffolding)

devopsDevOps activities (containers, automation, deployment, makefiles, etc)DevOps activities (containers, automation, deployment, makefiles, etc)

help wantedExtra attention is neededExtra attention is needed

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

#312 In IBM/mcp-context-forge;

· crivetimihai opened

on Jul 7, 2025

Footer

© 2025 GitHub, Inc.

Footer navigation

Terms
Privacy
Security
Status
Docs
Contact

You can’t perform that action at this time.