MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,944 servers in this category.
Lets an AI client debug ADCIRC model setups, look up parameters, and validate configurations.
$claude mcp add ocean-mcp -- uvx adcirc-mcp
Lets an AI client debug ADCIRC model setups, look up parameters, and validate configurations.
$claude mcp add ocean-mcp -- uvx adcirc-mcp
Provides context intelligence for AI coding agents by mapping repositories, resolving symbols, and estimating the impact of code changes.
$claude mcp add codecortex -- uvx codecortex-context-engine
Enables voice-driven control of terminal coding agents with a receipt layer that verifies if commands were actually processed.
$claude mcp add yapitalism -- uvx yapitalism
Find the most cost-effective AI models by auditing repositories, building evaluations, and generating routing configurations.
$claude mcp add evalharness -- uvx model-finder-mcp
Enables AI assistants to manage work items, review pull requests, browse repositories, and interact with wikis in on-premises Azure DevOps Server environments.
$claude mcp add mcp-devops-on-prem -- uvx mcp-devops-onpremise
Enables an AI client to create, edit, and validate Power BI Report Builder paginated reports (.rdl) through over 140 specialized tools.
$claude mcp add pbirb-mcp -- uvx pbirb-mcp
Allows AI agents to generate, parse, split, merge, and manipulate PDF documents using a high-performance Rust-powered library.
$claude mcp add oxidize-python -- uvx oxidize-pdf
Enables AI agents to boot, control, and monitor QEMU virtual machines via serial console, keyboard input, and VGA screenshots.
$claude mcp add qemu-mcp -- uvx qemu-mcp
Provides runtime checks in Python to prevent runaway AI agents by monitoring budgets, tool call loops, retries, and elapsed time.
$claude mcp add agent47 -- npx -y @agentguard47/mcp-server
Lets AI assistants perform IP intelligence lookups including geolocation, network ownership, and privacy detection.
$claude mcp add mcp -- uvx ipinfo-mcp-server
Enables AI assistants to search electronic components, compare prices, check availability, and process BOMs from various EDA tools.
$claude mcp add parts-mcp -- uvx parts-mcp
Predicts destructive DDL changes in dbt projects by analyzing compiled SQL files before they are executed in a warehouse.
$claude mcp add dbt-plan -- uvx dbt-plan
Lets an AI assistant consult other installed AI CLIs like Claude Code, Gemini, and Ollama as a council of models.
$claude mcp add cli-bridge-mcp -- uvx cli-bridge-mcp
Analyzes Django projects to identify potential risks like N+1 queries, unsafe migrations, cascading deletes, and tenant data leaks.
$claude mcp add django-chainsaw-mcp -- uvx django-chainsaw-mcp
Generates and validates ISO 20022 Exceptions & Investigations XML messages like camt.056 and camt.029 against official XSD schemas.
$claude mcp add camt-exceptions -- uvx camt-exceptions
Validates commit messages, branch names, and author information against team policies to ensure compliance before pushing code.
$claude mcp add commit-check-mcp -- uvx commit-check-mcp
Analyzes code complexity and branch coverage to identify high-risk functions and prevent technical debt through commit gates.
$claude mcp add crapkit -- uvx crapkit
Enables AI clients to perform web scraping, browser automation, computer vision, social sentiment research, and visual regression testing via a remote API.
$claude mcp add arachne-mcp -- uvx arachne-mcp
Gives AI coding agents IDE-level semantic code retrieval, refactoring, and editing tools through the Model Context Protocol.
$claude mcp add serena -- uvx serena-agent