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README.md

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@@ -73,6 +73,7 @@ Official integrations are maintained by companies building production ready MCP
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- <img height="12" width="12" src="https://cdn.prod.website-files.com/6605a2979ff17b2cd1939cd4/6605a460de47e7596ed84f06_icon256.png" alt="gotoHuman Logo" /> **[gotoHuman](https://github.com/gotohuman/gotohuman-mcp-server)** - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox.
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- <img height="12" width="12" src="https://grafana.com/favicon.ico" alt="Grafana Logo" /> **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance
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- <img height="12" width="12" src="https://framerusercontent.com/images/KCOWBYLKunDff1Dr452y6EfjiU.png" alt="Graphlit Logo" /> **[Graphlit](https://github.com/graphlit/graphlit-mcp-server)** - Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable [Graphlit](https://www.graphlit.com) project.
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- <img height="12" width="12" src="https://greptime.com/favicon.ico" alt="Greptime Logo" /> **[GreptimeDB](https://github.com/GreptimeTeam/greptimedb-mcp-server)** - Provides AI assistants with a secure and structured way to explore and analyze data in [GreptimeDB](https://github.com/GreptimeTeam/greptimedb).
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- <img height="12" width="12" src="https://img.alicdn.com/imgextra/i3/O1CN01d9qrry1i6lTNa2BRa_!!6000000004364-2-tps-218-200.png" alt="Hologres Logo" /> **[Hologres](https://github.com/aliyun/alibabacloud-hologres-mcp-server)** - Connect to a [Hologres](https://www.alibabacloud.com/en/product/hologres) instance, get table metadata, query and analyze data.
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- <img height="12" width="12" src="https://hyperbrowser-assets-bucket.s3.us-east-1.amazonaws.com/Hyperbrowser-logo.png" alt="Hyperbrowsers23 Logo" /> **[Hyperbrowser](https://github.com/hyperbrowserai/mcp)** - [Hyperbrowser](https://www.hyperbrowser.ai/) is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation.
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- **[IBM wxflows](https://github.com/IBM/wxflows/tree/main/examples/mcp/javascript)** - Tool platform by IBM to build, test and deploy tools for any data source
@@ -82,6 +83,7 @@ Official integrations are maintained by companies building production ready MCP
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- <img height="12" width="12" src="https://integration.app/favicon.ico" alt="Integration App Icon" /> **[Integration App](https://github.com/integration-app/mcp-server)** - Interact with any other SaaS applications on behalf of your customers.
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- <img height="12" width="12" src="https://cdn.simpleicons.org/jetbrains" /> **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs
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- <img height="12" width="12" src="https://kagi.com/favicon.ico" alt="Kagi Logo" /> **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API
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- <img height="12" width="12" src="https://connection.keboola.com/favicon.ico" alt="Keboola Logo" /> **[Keboola](https://github.com/keboola/keboola-mcp-server)** - Build robust data workflows, integrations, and analytics on a single intuitive platform.
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- <img height="12" width="12" src="https://logfire.pydantic.dev/favicon.ico" alt="Logfire Logo" /> **[Logfire](https://github.com/pydantic/logfire-mcp)** - Provides access to OpenTelemetry traces and metrics through Logfire.
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- <img height="12" width="12" src="https://langfuse.com/favicon.ico" alt="Langfuse Logo" /> **[Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse)** - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts.
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- <img height="12" width="12" src="https://lingo.dev/favicon.ico" alt="Lingo.dev Logo" /> **[Lingo.dev](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md)** - Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine.
@@ -106,6 +108,7 @@ Official integrations are maintained by companies building production ready MCP
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- <img height="12" width="12" src="https://pics.fatwang2.com/56912e614b35093426c515860f9f2234.svg" /> [Search1API](https://github.com/fatwang2/search1api-mcp) - One API for Search, Crawling, and Sitemaps
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- <img height="12" width="12" src="https://screenshotone.com/favicon.ico" alt="ScreenshotOne Logo" /> **[ScreenshotOne](https://github.com/screenshotone/mcp/)** - Render website screenshots with [ScreenshotOne](https://screenshotone.com/)
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- <img height="12" width="12" src="https://semgrep.dev/favicon.ico" alt="Semgrep Logo" /> **[Semgrep](https://github.com/semgrep/mcp)** - Enable AI agents to secure code with [Semgrep](https://semgrep.dev/).
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- <img height="12" width="12" src="https://www.singlestore.com/favicon-32x32.png?v=277b9cbbe31e8bc416504cf3b902d430"/> **[SingleStore](https://github.com/singlestore-labs/mcp-server-singlestore)** - Interact with the SingleStore database platform
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- <img height="12" width="12" src="https://www.starrocks.io/favicon.ico" alt="StarRocks Logo" /> **[StarRocks](https://github.com/StarRocks/mcp-server-starrocks)** - Interact with [StarRocks](https://www.starrocks.io/)
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- <img height="12" width="12" src="https://stripe.com/favicon.ico" alt="Stripe Logo" /> **[Stripe](https://github.com/stripe/agent-toolkit)** - Interact with Stripe API
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- <img height="12" width="12" src="https://tavily.com/favicon.ico" alt="Tavily Logo" /> **[Tavily](https://github.com/tavily-ai/tavily-mcp)** - Search engine for AI agents (search + extract) powered by [Tavily](https://tavily.com/)
@@ -117,6 +120,7 @@ Official integrations are maintained by companies building production ready MCP
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- <img height="12" width="12" src="https://verodat.io/assets/favicon-16x16.png" alt="Verodat Logo" /> **[Verodat](https://github.com/Verodat/verodat-mcp-server)** - Interact with Verodat AI Ready Data platform
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- <img height="12" width="12" src="https://www.veyrax.com/favicon.ico" alt="VeyraX Logo" /> **[VeyraX](https://github.com/VeyraX/veyrax-mcp)** - Single tool to control all 100+ API integrations, and UI components
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- <img height="12" width="12" src="https://www.xero.com/favicon.ico" alt="Xero Logo" /> **[Xero](https://github.com/XeroAPI/xero-mcp-server)** - Interact with the accounting data in your business using our official MCP server
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- <img height="12" width="12" src="https://cdn.zapier.com/zapier/images/favicon.ico" alt="Zapier Logo" /> **[Zapier](https://zapier.com/mcp)** - Connect your AI Agents to 8,000 apps instantly.
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- **[ZenML](https://github.com/zenml-io/mcp-zenml)** - Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server
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### 🌎 Community Servers
@@ -152,6 +156,7 @@ A growing set of community-developed and maintained servers demonstrates various
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- **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools.
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- **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation.
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- **[Bsc-mcp](https://github.com/TermiX-official/bsc-mcp)** The first MCP server that serves as the bridge between AI and BNB Chain, enabling AI agents to execute complex on-chain operations through seamless integration with the BNB Chain, including transfer, swap, launch, security check on any token and even more.
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- **[Calculator](https://github.com/githejie/mcp-server-calculator)** - This server enables LLMs to use calculator for precise numerical calculations.
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- **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/).
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- **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)**
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- **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so)
@@ -222,6 +227,7 @@ A growing set of community-developed and maintained servers demonstrates various
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- **[HubSpot](https://github.com/buryhuang/mcp-hubspot)** - HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat.
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- **[HuggingFace Spaces](https://github.com/evalstate/mcp-hfspace)** - Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration.
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- **[Hyperliquid](https://github.com/mektigboy/server-hyperliquid)** - An MCP server implementation that integrates the Hyperliquid SDK for exchange data.
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- **[iFlytek Workflow](https://github.com/iflytek/ifly-workflow-mcp-server)** - Connect to iFlytek Workflow via the MCP server and run your own Agent.
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- **[Image Generation](https://github.com/GongRzhe/Image-Generation-MCP-Server)** - This MCP server provides image generation capabilities using the Replicate Flux model.
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- **[InfluxDB](https://github.com/idoru/influxdb-mcp-server)** - Run queries against InfluxDB OSS API v2.
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- **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles
@@ -363,6 +369,7 @@ These are high-level frameworks that make it easier to build MCP servers or clie
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- **[FastAPI to MCP auto generator](https://github.com/tadata-org/fastapi_mcp)** – A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools by **[Tadata](https://tadata.com/)**
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* **[FastMCP](https://github.com/punkpeye/fastmcp)** (TypeScript)
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* **[Foxy Contexts](https://github.com/strowk/foxy-contexts)** – A library to build MCP servers in Golang by **[strowk](https://github.com/strowk)**
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* **[Higress MCP Server Hosting](https://github.com/alibaba/higress/tree/main/plugins/wasm-go/mcp-servers)** - A solution for hosting MCP Servers by extending the API Gateway (based on Envoy) with wasm plugins.
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* **[MCP-Framework](https://mcp-framework.com)** Build MCP servers with elegance and speed in Typescript. Comes with a CLI to create your project with `mcp create app`. Get started with your first server in under 5 minutes by **[Alex Andru](https://github.com/QuantGeekDev)**
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* **[Quarkus MCP Server SDK](https://github.com/quarkiverse/quarkus-mcp-server)** (Java)
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* **[Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server)** - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure

src/filesystem/README.md

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@@ -41,22 +41,16 @@ Node.js server implementing Model Context Protocol (MCP) for filesystem operatio
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- Features:
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- Line-based and multi-line content matching
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- Whitespace normalization with indentation preservation
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- Fuzzy matching with confidence scoring
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- Multiple simultaneous edits with correct positioning
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- Indentation style detection and preservation
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- Git-style diff output with context
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- Preview changes with dry run mode
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- Failed match debugging with confidence scores
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- Inputs:
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- `path` (string): File to edit
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- `edits` (array): List of edit operations
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- `oldText` (string): Text to search for (can be substring)
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- `newText` (string): Text to replace with
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- `dryRun` (boolean): Preview changes without applying (default: false)
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- `options` (object): Optional formatting settings
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- `preserveIndentation` (boolean): Keep existing indentation (default: true)
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- `normalizeWhitespace` (boolean): Normalize spaces while preserving structure (default: true)
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- `partialMatch` (boolean): Enable fuzzy matching (default: true)
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- Returns detailed diff and match information for dry runs, otherwise applies changes
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- Best Practice: Always use dryRun first to preview changes before applying them
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src/filesystem/index.ts

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// Validate that all directories exist and are accessible
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await Promise.all(args.map(async (dir) => {
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try {
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const stats = await fs.stat(dir);
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const stats = await fs.stat(expandHome(dir));
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if (!stats.isDirectory()) {
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console.error(`Error: ${dir} is not a directory`);
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process.exit(1);

src/git/uv.lock

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src/github/common/types.ts

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name: z.string(),
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color: z.string(),
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default: z.boolean(),
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description: z.string().optional(),
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description: z.string().nullable().optional(),
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});
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export const GitHubMilestoneSchema = z.object({

src/github/index.ts

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} from "@modelcontextprotocol/sdk/types.js";
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import { z } from 'zod';
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import { zodToJsonSchema } from 'zod-to-json-schema';
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import fetch, { Request, Response } from 'node-fetch';
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import * as repository from './operations/repository.js';
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import * as files from './operations/files.js';
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} from './common/errors.js';
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import { VERSION } from "./common/version.js";
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// If fetch doesn't exist in global scope, add it
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if (!globalThis.fetch) {
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globalThis.fetch = fetch as unknown as typeof global.fetch;
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}
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const server = new Server(
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{
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case "create_issue": {
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const args = issues.CreateIssueSchema.parse(request.params.arguments);
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const { owner, repo, ...options } = args;
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const issue = await issues.createIssue(owner, repo, options);
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return {
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content: [{ type: "text", text: JSON.stringify(issue, null, 2) }],
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};
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try {
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console.error(`[DEBUG] Attempting to create issue in ${owner}/${repo}`);
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console.error(`[DEBUG] Issue options:`, JSON.stringify(options, null, 2));
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const issue = await issues.createIssue(owner, repo, options);
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console.error(`[DEBUG] Issue created successfully`);
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return {
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content: [{ type: "text", text: JSON.stringify(issue, null, 2) }],
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};
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} catch (err) {
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// Type guard for Error objects
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const error = err instanceof Error ? err : new Error(String(err));
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console.error(`[ERROR] Failed to create issue:`, error);
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if (error instanceof GitHubResourceNotFoundError) {
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throw new Error(
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`Repository '${owner}/${repo}' not found. Please verify:\n` +
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`1. The repository exists\n` +
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`2. You have correct access permissions\n` +
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`3. The owner and repository names are spelled correctly`
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);
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}
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// Safely access error properties
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throw new Error(
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`Failed to create issue: ${error.message}${
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error.stack ? `\nStack: ${error.stack}` : ''
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}`
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);
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}
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}
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case "create_pull_request": {

src/gitlab/schemas.ts

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@@ -22,10 +22,10 @@ export const GitLabRepositorySchema = z.object({
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name: z.string(),
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path_with_namespace: z.string(), // Changed from full_name to match GitLab API
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visibility: z.string(), // Changed from private to match GitLab API
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owner: GitLabOwnerSchema,
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owner: GitLabOwnerSchema.optional(),
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web_url: z.string(), // Changed from html_url to match GitLab API
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description: z.string().nullable(),
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fork: z.boolean(),
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fork: z.boolean().optional(),
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ssh_url_to_repo: z.string(), // Changed from ssh_url to match GitLab API
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http_url_to_repo: z.string(), // Changed from clone_url to match GitLab API
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created_at: z.string(),
@@ -218,12 +218,12 @@ export const GitLabMergeRequestSchema = z.object({
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title: z.string(),
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description: z.string(), // Changed from body to match GitLab API
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state: z.string(),
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merged: z.boolean(),
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merged: z.boolean().optional(),
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author: GitLabUserSchema,
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assignees: z.array(GitLabUserSchema),
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source_branch: z.string(), // Changed from head to match GitLab API
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target_branch: z.string(), // Changed from base to match GitLab API
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diff_refs: GitLabMergeRequestDiffRefSchema,
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diff_refs: GitLabMergeRequestDiffRefSchema.nullable(),
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web_url: z.string(), // Changed from html_url to match GitLab API
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created_at: z.string(),
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updated_at: z.string(),

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