MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 이 카테고리에 13,962 servers가 있습니다.
Lets an AI client list, search, inspect Lmod environment modules, and manage module collections.
$claude mcp add lmod-mcp -- uvx clio-kitEnables AI agents to interact with HPC resources, scientific data formats, and research datasets through a marketplace of MCP servers and workflow skills.
$claude mcp add jarvis-mcp -- uvx clio-kitEnables AI agents to open HDF5 files, browse groups, inspect datasets and attributes, and summarize scientific data.
$claude mcp add hdf5-mcp -- uvx clio-kitEnables AI agents to interact with HPC resources, scientific data formats, and research datasets through a meta-marketplace of MCP servers and workflow skills.
$claude mcp add geojson-mcp -- uvx clio-kitAnalyzes I/O trace files to diagnose performance and inspect logs for high-performance computing workloads.
$claude mcp add darshan-mcp -- uvx clio-kitCompress and decompress files using gzip and report the resulting compression ratio.
$claude mcp add compression-mcp -- uvx clio-kit
Manages cross-repository issue tracking, hive status, and Beadhive workflows through a unified CLI and MCP interface.
$claude mcp add beadhive -- uvx beadhive
Enables AI agents to develop, flash, and test firmware on real hardware through policy-gated debug probes, serial ports, and CAN buses.
$claude mcp add agentic-hil -- uvx agentic-hil
Exposes ArcGIS Pro's ArcPy engine to AI clients through a secure, two-process asynchronous MCP server.
$claude mcp add arcgis-mcp-bridge -- uvx arcgis-mcp-bridge
Reads, compares and runs LLM eval suites so an agent can inspect verdicts and measure new runs without promoting baselines.
$claude mcp add digline-mcp -- uvx digline-mcp
Enables AI agents to query a repository's symbol graph to perform impact analysis, call tracing, and structural audits across Python, TypeScript, and Go.
$claude mcp add codegraph-brain -- uvx codegraph-brain
Lets an AI client fetch live Amazon product details, reviews, search results, deals, offers, stock and seller data across 23 marketplaces.
$claude mcp add agent-kit -- uvx apiguru-mcp
Provides a local-first memory and judgment layer for AI coding agents to prevent repeating failed fixes and retain project context across sessions.
$claude mcp add projectmem -- uvx projectmem
Provides a git-backed failure memory layer that lets AI agents search for evidence-rated debugging lessons by error text.
$claude mcp add misakanet -- uvx misakanet
Indexes your codebase to provide AI clients with efficient, searchable code context while reducing token usage.
$claude mcp add code-context-engine -- uvx code-context-engine
Decodes and encodes Uniswap Universal Router calldata for V2, V3, and V4 transactions.
$claude mcp add uniswap-universal-router-decoder -- uvx uniswap-universal-router-decoder
An adaptive web scraping toolkit that converts websites into structured, LLM-ready Markdown or JSON for AI agents.
$claude mcp add pyscrappy -- uvx pyscrappy
Lets AI clients run GA4 reports, explore dimensions and metrics, and query real-time traffic data.
$claude mcp add google-analytics-mcp -- uvx google-analytics-mcpEnables AI agents to discover and publish themselves via DNS using SVCB records for decentralized identification.
$claude mcp add dns-aid-core -- uvx dns-aid
Enables AI agents to discover and publish themselves via DNS using SVCB records for decentralized identification.
$claude mcp add dns-aid-core -- uvx dns-aid