AgentSearchSearchThe Plan

Browse agents

5764 agents, ranked by overall quality.

#2901
josifb/whichlib
Dependency picker for coding agents: recommends and compares GitHub repos for a need, scored 0-100 on momentum, maintenance, npm/PyPI downloads and license, with a one-line verdict.
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#2902
Jpisnice/shadcn-ui-mcp-server
Access shadcn/ui v4 components, blocks, demos and metadata.
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#2903
jsdelivr/globalping-mcp-server
Run ping, traceroute, mtr, HTTP and DNS measurements from locations around the world via Globalping.
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#2904
julianbei/arno
IDE for agents: read code by symbol, edit with compiler diagnostics, validate with the project's own build and tests, and revert to checkpoints.
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#2905
Jungle-Grid/mcp-server
Estimate, submit, monitor and fetch logs for GPU inference, training, fine-tuning and batch workloads on Jungle Grid.
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#2906
kadykov/mcp-openapi-schema-explorer
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
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#2907
kao273183/mk-qa-master
End-to-end QA loop: analyzes web pages or mobile screens, generates and runs pytest or Maestro tests with auto-retry, and writes an optimization plan.
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#2908
Kapeli/dash-mcp-server
Search documentation sets in Dash, the macOS API documentation browser.
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#2909
kenneives/design-token-bridge-mcp
Translates design tokens from Tailwind, CSS, Figma or W3C DTCG into Material 3, SwiftUI, Tailwind config and CSS variables, with WCAG contrast validation.
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#2910
kensaurus/mushi-mushi
Bug-report triage and fix dispatch: plain-English diagnoses of user-reported bugs with evidence, blast radius and a fix prompt, then automated GitHub fix PRs.
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#2911
kerbelp/metatron
Self-hosted server that captures design patterns, conventions and decisions from git history and developer feedback and serves them to coding agents.
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#2912
kevinswint/xcode-studio-mcp
iOS development tools: build, run, screenshot and interact with the iOS Simulator.
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#2913
kindly-software/kdb
Time-travel debugger with bidirectional execution replay, hash-chain audit logging and SIMD-accelerated stack unwinding.
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#2914
kirich1409/maven-mcp
MCP server / agent plugin for Maven and Gradle dependency intelligence: latest versions, outdated deps, CVEs, changelogs, licenses and project audits.
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#2915
knewstimek/agent-tool
Encoding-aware file read/edit for coding agents with indentation conversion and .editorconfig support, plus SSH, SFTP, process management and system utilities.
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#2916
KryptosAI/mcp-observatory
Regression testing for MCP servers: discovers configured servers, checks capabilities, invokes tools, detects schema drift and recommends new servers.
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#2917
kyisaiah47/compound-mcp
Read-only lookups for facts newer than a model's training cutoff: AI model costs, dependency maintenance, SaaS stack costs, shadcn registry items and more.
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#2918
LadislavSopko/mcp-ai-server-visual-studio
Roslyn-based Visual Studio integration: semantic code navigation, symbol search, inheritance trees, call graphs, safe rename and build/test execution.
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#2919
kimwwk/repocrunch
Analyze GitHub repositories' tech stack, dependencies, architecture, health metrics and security indicators with deterministic JSON output.
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#2920
lamemind/mcp-server-multiverse
Middleware that runs multiple isolated instances of the same MCP servers side by side with unique namespaces and configurations.
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#2921
MarcelRoozekrans/roslyn-codelens-mcp
Roslyn-based .NET code intelligence: type hierarchies, call graphs, DI registrations, diagnostics, code fixes and complexity metrics from pre-built indexes.
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#2922
langfuse/mcp-server-langfuse
Access and manage LLM application prompts created with Langfuse Prompt Management.
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#2923
lisamaraventano-spine/mcp-server
Underground Cultural District: developer utilities (UUID, JSON, Base64, hashing, JWT, regex, cron), creative tools and a marketplace of digital goods.
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#2924
linuxsuren/atest-mcp-server
Manage API test suites and test cases with atest.
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#2925
linw1995/nvim-mcp
Interact with Neovim.
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#2926
jarvisassistantux/loopsense
Feedback loop for coding agents: CI monitoring, process watching, file change detection and HTTP polling.
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#2927
logisky/logisheets-mcp
Local Excel-compatible spreadsheet engine based on LogiSheets: deterministic formulas, named blocks, column rules, scenario scans, goal-seek and .xlsx export.
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#2928
lorenzo-cambiaghi/LynxMCP
Local semantic code search with AST-aware chunking, hybrid BM25 and dense retrieval, and a code knowledge graph over codebases, docs sites and PDFs.
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#2929
louis030195/gptzero-mcp
Detect AI-generated text via the GPTZero API, with confidence scores, probability breakdowns and French and Spanish support.
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#2930
lpigeon/ros-mcp-server
Control robots by converting natural language commands into ROS or ROS2 control commands.
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#2931
lpigeon/unitree-go2-mcp-server
Control the Unitree Go2 robot with natural language commands interpreted by an LLM.
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#2932
LucasGorgal/localfig
Exposes the Figma desktop app's Plugin API on the open file: inline renders, design token reading and one undo step per call, without the cloud API.
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#2933
LumabyteCo/clarifyprompt-mcp
Turns vague prompts into platform-optimized prompts for AI tools across image, video, voice, music, code, chat and document categories.
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#2934
Luqueee/kivgraph
Local code graph for coding agents: find code by intent, follow callers and references, inspect blast radius and trace dependencies across repositories.
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#2935
madhan-g-p/DevDocs-MCP
Version-pinned, offline documentation sourced from DevDocs.io.
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#2936
impossiblecode/overseer-nvim-mcp
Runs long-running commands a coding agent starts in Neovim (dev servers, watchers) as overseer.nvim tasks you can watch and stop from your task list.
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#2937
paulburgess1357/nvim-mcp
Control Neovim instances via msgpack-RPC: read and edit buffers, run commands, send keys, query LSP diagnostics and annotate code with highlights.
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#2938
paulhkang94/markview
Open and render Markdown files in MarkView, a native macOS Markdown preview app.
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#2939
MarcelRoozekrans/memorylens-mcp
On-demand .NET memory profiling with JetBrains dotMemory: detects memory leaks, LOH fragmentation and anti-patterns, and suggests code fixes.
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#2940
martingeidobler/android-mcp-server
Android device control via ADB: screenshots, UI tree inspection, touch automation, logcat and compound actions like tap-and-wait.
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#2941
mattjegan/swarmia-mcp
Read-only access to Swarmia metrics for quick reporting.
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#2942
meanands/npm-package-docs-mcp
Up-to-date documentation for npm packages, fetched from the latest README in the package's GitHub repository.
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#2943
mcpware/ui-annotator-mcp
Annotates any web page with hover labels for AI assistants via reverse proxy injection, without browser extensions.
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#2944
microservices-sh/mcp
Inspect microservices.sh Cloudflare-native modules and templates, generate app plans and projects, run checks and trigger confirmation-gated preview deploys.
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#2945
mhmzdev/Figma-Flutter-MCP
Gives coding agents Figma data to write Flutter code, including asset exports, widgets and full-screen implementations.
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#2946
Michael-WhiteCapData/ollama-handoff
Offload summaries, drafts, extractions and first-pass code reviews from a cloud LLM agent to a local Ollama model via handoff tools with built-in prompts.
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#2947
MikeRecognex/mcp-codebase-index
Structural codebase indexer for querying functions, classes, imports, dependency graphs and change impact.
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#2948
mmorris35/devplan-mcp-server
Generate step-by-step development plans (PROJECT_BRIEF.md, DEVELOPMENT_PLAN.md, CLAUDE.md) using the ClaudeCode-DevPlanBuilder methodology.
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#2949
MnemeHQ/mneme
Architectural decision governance for coding agents: submit proposals and query canonical decisions and their lineage, while humans keep final authority.
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#2950
MobileReality/mdma
Exposes the MDMA spec (interactive Markdown applications with mounted components), authoring prompts, package metadata and live docs.
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#2951
saranshbamania/mobile-device-mcp
Control Android devices and iOS simulators: AI visual analysis, Flutter widget tree inspection, element finding, video recording and test script generation.
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#2952
getmockd/mockd
Mock HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE and SOAP APIs with chaos engineering, stateful CRUD, spec imports and deterministic seeded responses.
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#2953
mockherodev/mcp-server
Synthetic test data generation: detect schemas from SQL or JSON and generate JSON, CSV or SQL data.
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#2954
mrexodia/user-feedback-mcp
Enable a human-in-the-loop feedback workflow in AI coding tools.
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#2955
muhannad-hash/git-context-mcp
Explains why code exists by tracing lines back to commits, GitHub PR descriptions and linked issues, plus file history, commit search and contributors.
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#2956
mumez/pharo-smalltalk-interop-mcp-server
Pharo Smalltalk integration: code evaluation, class and method introspection, package management, test execution and project installation in Pharo images.
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#2957
n8daniels/RulesetMCP
Keeps agents grounded in project rules: query coding standards, validate snippets and get task-specific guidance from version-controlled rule files.
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#2958
Nagarjuna2997/ios-agent-skill
Swift code reviews, local Apple references and app scaffolding, plus simulator tools on macOS with Xcode.
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#2959
najaeda/naja-scope
Explore elaborated SystemVerilog/Verilog designs (RTL or gate-level netlists) with najaeda: trace fan-in/fan-out, walk module hierarchy and jump to source.
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#2960
Souzix76/n8n-workflow-tester-safe
Test, score and inspect n8n workflows with config-driven test suites, two-tier scoring, execution traces and a built-in node catalog.
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#2961
AutomateLab-tech/n8n-mcp
Generate n8n workflow JSON from natural language, lint for deprecated nodes, missing typeVersion and broken connections, and debug per-node execution failures.
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#2962
narumiruna/gitingest-mcp
Convert any Git repository into a text digest of its codebase using gitingest.
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#2963
Neem2004/android-mcp-server
ADB-based Android access: read-only logcat, UI hierarchy, package listing and allowlisted shell commands.
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#2964
neilberkman/editorconfig_mcp
Formats files using .editorconfig rules so AI-generated code follows project formatting standards.
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#2965
Neo1228/spring-boot-starter-swagger-mcp
Turn a Spring Boot application into an MCP server by reusing its existing Swagger/OpenAPI documentation.
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#2966
ni-c/woodpecker-ci-mcp
Drive a self-hosted Woodpecker CI: read failing step logs, restart, cancel or approve pipelines, and manage secrets, registries, crons, agents and the queue.
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#2967
nikolai-vysotskyi/trace-mcp
Framework-aware code intelligence via a cross-language dependency graph: routes, ORM relations, DI trees, impact analysis, call graphs and refactoring.
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#2968
Nishant-Chaudhary5338/mcp-toolkit
React/TypeScript development toolkit: component scaffolding, dependency audits, WCAG checks, test generation, type enforcement and monorepo management.
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#2969
nk3750/jitapi
Discover and call API endpoints from OpenAPI specs using semantic search and dependency graphs, planning multi-step workflows without loading entire specs.
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#2970
no-materials/hird
Query the Hirð compiler (typed actors on the BEAM): type inference, definition lookup, effect rows, IR fragments, actor protocols and supervision graphs.
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#2971
Neverlow512/agent-droid-bridge
Control Android devices and emulators via ADB: UI inspection, screen interaction, ADB commands and change detection.
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#2972
Odrin/rhizome-mcp
Local-first task tracking and coordination for coding agents: durable issues, leases, checkpoints, decisions, dependency graphs and review workflows.
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#2973
ofershap/mcp-server-devutils
Developer utilities: Base64, UUID, hashing, JWT decoding, cron parsing, timestamps, JSON and regex.
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#2974
ofershap/mcp-server-dns
DNS lookups, reverse DNS, WHOIS and domain availability checks.
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#2975
ofershap/mcp-server-docker
Manage Docker containers, images, volumes, networks and Compose services.
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#2976
ofershap/mcp-server-github-actions
GitHub Actions: view workflow runs, read logs, re-run failed jobs and manage CI/CD.
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#2977
ofershap/mcp-server-github-gist
Create, read, update, list and search GitHub Gists.
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#2978
ofershap/mcp-server-markdown
Search, extract sections, list headings and find code blocks across Markdown files.
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#2979
ofershap/mcp-server-npm-plus
npm package search, bundle size checks, vulnerability scans and download comparisons.
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#2980
ofershap/mcp-server-scraper
Web scraping: extract clean Markdown, links and metadata from any URL.
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#2981
ooples/token-optimizer-mcp
Token optimization through caching and compression, with tools for API optimization, code analysis and real-time monitoring.
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#2982
OpenZeppelin/contracts-wizard
Generate secure smart contracts in multiple languages from OpenZeppelin Wizard templates.
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#2983
OverlayQA/mcp
WCAG accessibility and color-contrast audits plus QA issue tracking from your coding agent.
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#2984
optimaquantum/claude-critical-rules-mcp
Enforces critical rules for Claude to prevent documented failure patterns, with a compliance verification checklist and rules summary.
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#2985
paladini/devutils-mcp-server
Developer utilities: hashing, Base64/hex/URL encoding, UUID and password generation, JWT decoding, JSON/YAML/XML formatting, timestamps, CIDR and text tools.
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#2986
paracetamol951/P-Link-MCP
HTTP 402 (Payment Required) implementation using Solana.
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#2987
pasichDev/docket
Shared todo list and backlog for coding agents, filed per project by git remote, with claims to avoid duplicate work and a local web dashboard.
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#2988
mcpware/pagecast
Record browser pages as GIF or video: AI-driven demo recordings with scroll, click and hover interactions via Playwright and ffmpeg.
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#2989
jcooley8/pincushion-plugin
Visual feedback for coding agents: stakeholders drop pins on a live app, and the agent reads each pin's selector, screenshot, DOM snippet and thread to fix it.
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#2990
pipepie/pipepie
Self-hosted webhook relay and tunnel with Noise NK encryption: inspect requests, replay webhooks, trace AI pipelines, manage tunnels and subdomains.
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#2991
pmptwiki/pmpt-cli
Record and share AI-driven development history: saves project milestones with summaries, generates planning prompts and publishes to pmptwiki.
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#2992
pofky/asc-mcp
App Store Connect control: metadata edits, screenshot and binary uploads, TestFlight, IAPs, subscriptions, release preflight audits, submission and release.
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#2993
PostHog/posthog
Interact with PostHog analytics, feature flags, error tracking and more.
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#2994
soulware-studio/promethic-mcp
Prompt library with versioned prompts and per-version model settings for text, image and JSON; tracks edits and proposes refined versions.
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#2995
pylonapi/pylon-mcp
x402 API gateway for web extraction, search, translation, image generation, screenshots, PDF and OCR, paid per call in USDC on Base.
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#2996
Pratyay/mac-monitor-mcp
Identifies resource-intensive processes on macOS and suggests performance improvements.
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#2997
promptexecution/just-mcp
Justfile integration: run CLI or script commands with parameters and environment variable support.
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#2998
pskill9/website-downloader
Download entire websites using wget, preserving their structure and converting links to work locally.
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#2999
PSU3D0/spreadsheet-mcp
Token-efficient spreadsheet analysis and editing (xlsx/xlsm) with region detection, structured reads, formula and style inspection, forking and recalculation.
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#3000
grahamrowe82/pt-edge
Tracks open-source AI projects across GitHub, PyPI, npm, Hugging Face, Docker Hub and Hacker News for discovery, comparison and trend analysis.
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