MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,947 servers in this category.
Performs structural finite-element analysis including 3D frames, plates, buckling, and Eurocode 3 steel member checks locally.
$claude mcp add fers-core -- npx -y @ferscloud/fers-mcpEnables AI clients to interact with SAP ABAP development environments through tools for object management, syntax checking, and ATC quality checks.
$claude mcp add abap-accelerator -- uvx abap-accelerator
Verifies mathematical claims, derivations, and calculus solutions from language models using symbolic computation and unit analysis.
$claude mcp add mathguard -- uvx mathguard
Enables AI agents to design, compile, simulate, and synthesize hardware using the C⏚ toolchain and Verilog generation.
$claude mcp add neosyn-fpga-mcp -- uvx neosyn-fpga-mcp
Lets an AI agent manage hosts, snippets, dashboard metrics, and audit trails for a self-hosted SSH, RDP, and VNC manager.
$claude mcp add termix-mcp -- uvx termix-mcp
Measure GPU performance, frame pacing, and memory usage for Wine and macOS programs on Apple silicon using Metal System Trace.
$claude mcp add metal-gpu-trace -- uvx metal-gpu-trace
Provides architecture design expertise to AI coding agents by analyzing requirements, selecting patterns, and generating concrete system designs.
$claude mcp add architecture-pattern-mcp -- docker run -i --rm docker.io/olkowa/architecture-pattern-mcp:1.1.3
Lets an AI agent discover SonarQube projects, retrieve quality metrics, check Quality Gate status, and rank projects by their worst metrics.
$claude mcp add sonarqube-mcp -- uvx sonarqube-mcpEnables AI agents to search logs, perform aggregations, discover indices, and browse dashboards via Elasticsearch and Kibana APIs.
$claude mcp add kibana-mcp -- uvx kibana-mcp
Allows AI agents to query domain registration details and hosted domains using the IP2WHOIS API.
$claude mcp add mcp-ip2whois -- uvx mcp-ip2whois
Analyzes game timelines to measure FPS feel, latency, and interaction quality against an 82-item checklist.
$claude mcp add feellab-mcp -- uvx feellab-mcp
Bridges Ghidra's static analysis with BizHawk's live emulation to allow AI clients to decompile and execute retro game ROMs.
$claude mcp add ghidra-retro-mcp -- uvx ghidra-retro-mcpEnables AI clients to perform static analysis via Ghidra and live emulation via BizHawk for retro ROM reverse engineering.
$claude mcp add ghidra-bizhawk-mcp -- uvx ghidra-bizhawk-mcp
Provides observability for Claude Code sessions by recording, searching, and analyzing session history through MCP tools and a web dashboard.
$claude mcp add claude-replay -- uvx claude-replay
Provides isolated development environments per git worktree by managing dedicated ports, environment variables, and database slices.
$claude mcp add binky -- uvx binky
Lets an AI client inspect local agent traces to analyze failures, approval decisions, token usage, and run comparisons.
$claude mcp add spanhound -- uvx spanhoundEnables AI clients to inspect local agent traces for failures, approval decisions, token usage, and run comparisons using JSONL and OTLP data.
$claude mcp add mcp-trace-inspector -- uvx mcp-trace-inspectorAllows an AI client to query OpenTelemetry traces from agent runs to investigate failures, token usage, and approval decisions.
$claude mcp add mcp-trace -- uvx abhishekash-mcp-trace
Enables AI assistants to perform full-lifecycle bridge structural analysis including modeling, construction staging, and code compliance checks.
$claude mcp add qiao-mcp -- uvx qiao-mcp
Enables AI clients to search code, packages, documentation, academic papers, and vulnerability data across multiple technical sources.
$claude mcp add codesearch -- uvx skdev-codesearch-mcp