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[DOCS]: GA Documentation Review & End-to-End Validation Audit

documentationImprovements or additions to documentationImprovements or additions to documentation

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

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

Task

#264 In IBM/mcp-context-forge;

· crivetimihai opened on Jul 6, 2025

[Docs]: Add BeeAI Framework client integration (Python & TypeScript)

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

markdownDocumentation (mkdocs / markdown)Documentation (mkdocs / markdown)

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

Feature

#22 In IBM/mcp-context-forge;

· crivetimihai opened on Jun 2, 2025

Add Prompt Authoring Tools Category to MCP Eval Server

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

Status: Open.

Feature

#896 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Sample MCP Server - Go (database-query-server)

enhancementNew feature or requestNew feature or request

goGo programmingGo programming

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

Status: Open.

Feature

#897 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Sample MCP Server - Python (ml-inference-server)

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

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

Status: Open.

Feature

#899 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Sample MCP Server - Rust (crypto-tools-server)

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

rustRust programmingRust programming

Status: Open.

Feature

#901 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Sample MCP Server - Rust (performance-benchmark-server)

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

rustRust programmingRust programming

Status: Open.

Feature

#902 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Sample MCP Server - TypeScript (web-automation-server)

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

typescriptTypeScript programming languageTypeScript programming language

Status: Open.

Feature

#903 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Sample MCP Server - TypeScript (real-time-collaboration-server)

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

typescriptTypeScript programming languageTypeScript programming language

Status: Open.

Feature

#904 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Create IBM Granite Language Models MCP Server

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

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

Status: Open.

Feature

#905 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Create IBM Granite Vision Models MCP Server

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

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

Status: Open.

Feature

#906 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Create IBM Granite Speech Models MCP Server

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

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

Status: Open.

Feature

#907 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Create IBM Granite Time Series Models MCP Server

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

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

Status: Open.

Feature

#908 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Create IBM Granite Guardian Safety Models MCP Server

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

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

securityImproves securityImproves security

Status: Open.

Feature

#909 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Create IBM Granite Geospatial Models MCP Server

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

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

Status: Open.

Feature

#910 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Create IBM Granite Embedding Models MCP Server

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

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

Status: Open.

Feature

#911 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Sample Agent - IBM BeeAI Framework Integration (OpenAI & A2A Endpoints)

agentsAgent SamplesAgent Samples

enhancementNew feature or requestNew feature or request

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

Status: Open.

Feature

#912 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Sample MCP Server - Python (qr-code-server)

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

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

Status: Open.

Feature

#919 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

Sample MCP Server - Python (weather-data-server)

enhancementNew feature or requestNew feature or request

mcp-serversMCP Server SamplesMCP Server Samples

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

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

Status: Open.

Feature

#921 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 2025

[Feature Request]: Docs for https://github.com/block/goose (draft)

enhancementNew feature or requestNew feature or request

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

triageIssues / Features awaiting triageIssues / Features awaiting triage

Status: Open.

Feature

#565 In IBM/mcp-context-forge;

· crivetimihai opened on Jul 22, 2025

Update and test IBM Cloud deployment documentation and automation

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

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

oicOpen Innovation Community ContributionsOpen Innovation Community Contributions

Status: Open.

Feature

#892 In IBM/mcp-context-forge;

· crivetimihai opened on Sep 5, 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.

Task

#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.

Task

#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.

Task

#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.

Task

#281 In IBM/mcp-context-forge;

· crivetimihai opened on Jul 6, 2025