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Trim MCP server tool payloads to reduce token consumption (#247)
This PR implements trimmed responses for Azure DevOps MCP server tools to dramatically reduce LLM token consumption while maintaining backward compatibility. ## Problem The MCP server tools were returning full REST API JSON payloads, causing unnecessary token burn and making it difficult for weaker LLMs to extract relevant information. For example: - `ado_resolve_comment` was returning 4200+ character responses when a simple "resolved" message would suffice - `ado_list_pull_request_threads` was returning verbose payloads with `_links` objects, deleted comments, and unnecessary author properties ## Solution Added a `fullResponse` parameter (defaults to `false`) to key repository tools that provides two response modes: ### Trimmed Mode (Default) - **Action tools** (`resolve_comment`, `reply_to_comment`) return simple success messages - **List tools** (`list_pull_request_threads`, `list_pull_request_thread_comments`) return filtered data excluding: - Deleted comments - `_links` objects - Verbose author properties (imageUrl, descriptor, url) ### Full Mode (Opt-in) - Set `fullResponse: true` to get complete REST API responses for debugging or advanced use cases ## Token Savings Real-world examples show dramatic improvements: - **resolve_comment**: 97.3% reduction (1346 → 37 characters) - **reply_to_comment**: 92.5% reduction (549 → 41 characters) - **list_pull_request_threads**: 55.3% reduction (680 → 304 characters) ## Example Usage ```typescript // Trimmed response (default) await server.request({ method: "tools/call", params: { name: "repo_resolve_comment", arguments: { repositoryId: "repo1", pullRequestId: 123, threadId: 456 } } }); // Returns: "Thread 456 was successfully resolved." // Full response (opt-in) await server.request({ method: "tools/call", params: { name: "repo_resolve_comment", arguments: { repositoryId: "repo1", pullRequestId: 123, threadId: 456, fullResponse: true } } }); // Returns: Complete thread JSON with all properties ``` ## Modified Tools - `repo_resolve_comment` - Simple success message vs full thread JSON - `repo_reply_to_comment` - Simple success message vs full comment JSON - `repo_list_pull_request_threads` - Filtered thread data vs complete response - `repo_list_pull_request_thread_comments` - Filtered comment data vs complete response All changes maintain full backward compatibility via the optional `fullResponse` parameter. Fixes #36. <!-- START COPILOT CODING AGENT TIPS --> --- 💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more [Copilot coding agent tips](https://gh.io/copilot-coding-agent-tips) in the docs. --------- Co-authored-by: copilot-swe-agent[bot] <[email protected]> Co-authored-by: nikolapeja6 <[email protected]> Co-authored-by: Nikola Pejic <[email protected]> Co-authored-by: Dan Hellem <[email protected]>
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jest.config.cjs

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@@ -44,5 +44,6 @@ module.exports = {
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moduleNameMapper: {
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"^(.+)/version\\.js$": "$1/version.ts",
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"^(.+)/utils\\.js$": "$1/utils.ts",
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"^(.+)/auth\\.js$": "$1/auth.ts",
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},
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};

src/tools/repos.ts

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@@ -50,6 +50,27 @@ function branchesFilterOutIrrelevantProperties(branches: GitRef[], top: number)
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.slice(0, top);
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}
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/**
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* Trims comment data to essential properties, filtering out deleted comments
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* @param comments Array of comments to trim (can be undefined/null)
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* @returns Array of trimmed comment objects with essential properties only
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*/
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function trimComments(comments: any[] | undefined | null) {
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return comments
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?.filter((comment) => !comment.isDeleted) // Exclude deleted comments
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?.map((comment) => ({
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id: comment.id,
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author: {
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displayName: comment.author?.displayName,
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uniqueName: comment.author?.uniqueName,
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},
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content: comment.content,
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publishedDate: comment.publishedDate,
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lastUpdatedDate: comment.lastUpdatedDate,
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lastContentUpdatedDate: comment.lastContentUpdatedDate,
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}));
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}
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function pullRequestStatusStringToInt(status: string): number {
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switch (status) {
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case "Abandoned":
@@ -349,17 +370,33 @@ function configureRepoTools(server: McpServer, tokenProvider: () => Promise<Acce
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baseIteration: z.number().optional().describe("The base iteration ID for which to retrieve threads. Optional, defaults to the latest base iteration."),
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top: z.number().default(100).describe("The maximum number of threads to return."),
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skip: z.number().default(0).describe("The number of threads to skip."),
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fullResponse: z.boolean().optional().default(false).describe("Return full thread JSON response instead of trimmed data."),
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},
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async ({ repositoryId, pullRequestId, project, iteration, baseIteration, top, skip }) => {
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async ({ repositoryId, pullRequestId, project, iteration, baseIteration, top, skip, fullResponse }) => {
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const connection = await connectionProvider();
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const gitApi = await connection.getGitApi();
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const threads = await gitApi.getThreads(repositoryId, pullRequestId, project, iteration, baseIteration);
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const paginatedThreads = threads?.sort((a, b) => (a.id ?? 0) - (b.id ?? 0)).slice(skip, skip + top);
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if (fullResponse) {
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return {
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content: [{ type: "text", text: JSON.stringify(paginatedThreads, null, 2) }],
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};
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}
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// Return trimmed thread data focusing on essential information
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const trimmedThreads = paginatedThreads?.map((thread) => ({
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id: thread.id,
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publishedDate: thread.publishedDate,
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lastUpdatedDate: thread.lastUpdatedDate,
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status: thread.status,
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comments: trimComments(thread.comments),
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}));
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return {
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content: [{ type: "text", text: JSON.stringify(paginatedThreads, null, 2) }],
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content: [{ type: "text", text: JSON.stringify(trimmedThreads, null, 2) }],
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};
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}
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);
@@ -374,8 +411,9 @@ function configureRepoTools(server: McpServer, tokenProvider: () => Promise<Acce
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project: z.string().optional().describe("Project ID or project name (optional)"),
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top: z.number().default(100).describe("The maximum number of comments to return."),
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skip: z.number().default(0).describe("The number of comments to skip."),
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fullResponse: z.boolean().optional().default(false).describe("Return full comment JSON response instead of trimmed data."),
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},
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async ({ repositoryId, pullRequestId, threadId, project, top, skip }) => {
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async ({ repositoryId, pullRequestId, threadId, project, top, skip, fullResponse }) => {
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const connection = await connectionProvider();
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const gitApi = await connection.getGitApi();
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@@ -384,8 +422,17 @@ function configureRepoTools(server: McpServer, tokenProvider: () => Promise<Acce
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const paginatedComments = comments?.sort((a, b) => (a.id ?? 0) - (b.id ?? 0)).slice(skip, skip + top);
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if (fullResponse) {
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return {
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content: [{ type: "text", text: JSON.stringify(paginatedComments, null, 2) }],
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};
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}
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// Return trimmed comment data focusing on essential information
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const trimmedComments = trimComments(paginatedComments);
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return {
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content: [{ type: "text", text: JSON.stringify(paginatedComments, null, 2) }],
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content: [{ type: "text", text: JSON.stringify(trimmedComments, null, 2) }],
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};
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}
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);
@@ -508,14 +555,29 @@ function configureRepoTools(server: McpServer, tokenProvider: () => Promise<Acce
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threadId: z.number().describe("The ID of the thread to which the comment will be added."),
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content: z.string().describe("The content of the comment to be added."),
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project: z.string().optional().describe("Project ID or project name (optional)"),
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fullResponse: z.boolean().optional().default(false).describe("Return full comment JSON response instead of a simple confirmation message."),
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},
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async ({ repositoryId, pullRequestId, threadId, content, project }) => {
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async ({ repositoryId, pullRequestId, threadId, content, project, fullResponse }) => {
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const connection = await connectionProvider();
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const gitApi = await connection.getGitApi();
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const comment = await gitApi.createComment({ content }, repositoryId, pullRequestId, threadId, project);
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// Check if the comment was successfully created
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if (!comment) {
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return {
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content: [{ type: "text", text: `Error: Failed to add comment to thread ${threadId}. The comment was not created successfully.` }],
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isError: true,
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};
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}
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if (fullResponse) {
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return {
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content: [{ type: "text", text: JSON.stringify(comment, null, 2) }],
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};
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}
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return {
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content: [{ type: "text", text: JSON.stringify(comment, null, 2) }],
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content: [{ type: "text", text: `Comment successfully added to thread ${threadId}.` }],
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};
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}
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);
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repositoryId: z.string().describe("The ID of the repository where the pull request is located."),
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pullRequestId: z.number().describe("The ID of the pull request where the comment thread exists."),
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threadId: z.number().describe("The ID of the thread to be resolved."),
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fullResponse: z.boolean().optional().default(false).describe("Return full thread JSON response instead of a simple confirmation message."),
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},
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async ({ repositoryId, pullRequestId, threadId }) => {
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async ({ repositoryId, pullRequestId, threadId, fullResponse }) => {
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const connection = await connectionProvider();
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const gitApi = await connection.getGitApi();
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const thread = await gitApi.updateThread(
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threadId
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);
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// Check if the thread was successfully resolved
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if (!thread) {
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return {
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content: [{ type: "text", text: `Error: Failed to resolve thread ${threadId}. The thread status was not updated successfully.` }],
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isError: true,
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};
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}
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if (fullResponse) {
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return {
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content: [{ type: "text", text: JSON.stringify(thread, null, 2) }],
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};
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}
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return {
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content: [{ type: "text", text: JSON.stringify(thread, null, 2) }],
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content: [{ type: "text", text: `Thread ${threadId} was successfully resolved.` }],
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};
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}
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);

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