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Python: Add initial MCP Connector Version #10778
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Merged
eavanvalkenburg
merged 13 commits into
microsoft:python-mcp
from
nmoeller:features/mcp-connector
Apr 1, 2025
Merged
Python: Add initial MCP Connector Version #10778
eavanvalkenburg
merged 13 commits into
microsoft:python-mcp
from
nmoeller:features/mcp-connector
Apr 1, 2025
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Python Test Coverage Report •
Python Unit Test Overview
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@markwallace-microsoft would be good to get your thought on this, compared to dotnet |
This branch doesn't seem to handle parameter types of object and array? |
@qiqizjl Arrays should be supported, but Objects are not. I will look into this when i find some time. |
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
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Apr 2, 2025
### Motivation and Context With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. ### Description What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests ### Contribution Checklist <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 2, 2025
### Motivation and Context With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. ### Description What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests ### Contribution Checklist <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 2, 2025
### Motivation and Context With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. ### Description What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests ### Contribution Checklist <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
4 tasks
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 3, 2025
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 3, 2025
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 3, 2025
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 3, 2025
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 3, 2025
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 4, 2025
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 4, 2025
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 7, 2025
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 8, 2025
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 9, 2025
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 10, 2025
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
eavanvalkenburg
added a commit
to eavanvalkenburg/semantic-kernel
that referenced
this pull request
Apr 10, 2025
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel. What is included ? - Sample on how to use a MCP Server with Semantic Kernel - New Connector that can read Tools from the MCP Server - The Connector creates a Plugin with the corresponding MCP Tools - Connection can be done via stdio & sse What is **not** included ? - Loading of Resources, Prompts etc. - Handling Authentication to the MCP Server What needs to be done ? - [x] Load MCP Tools as Plugins - [x] Enhance Parameter Parsing between KernelParameters and MCP Tool Parameters - [x] Add Unit Tests - [x] Add Integration Tests <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [x] I didn't break anyone 😄 --------- Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
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Motivation and Context
With MCP getting more and more popular, i thought it's a cool idea to have plugins loaded and executed remotely with Semantic Kernel.
Description
What is included ?
What is not included ?
What needs to be done ?
Contribution Checklist