MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,951 servers in this category.
Enables AI assistants to search, explore, and enrich the Tableau Knowledge Graph using semantic search and lineage tracing.
$claude mcp add biztory-tableau-knowledge-mcp -- uvx biztory-tableau-knowledge-mcp
Enables AI agents to discover existing projects, identify research overlaps, and propose collaborative merge plans or joint research efforts.
$claude mcp add whoelse -- uvx whoelse
Check if CLI command names are already in use across package ecosystems like npm, PyPI, and Debian to avoid naming collisions.
$claude mcp add global-executables -- uvx global-executables
Provides read-only access to Apache NiFi, ClickHouse, and Kafka for AI assistants with OIDC authentication and automatic secret masking.
$claude mcp add nifi-clickhouse-kafka-mcp -- uvx nifi-clickhouse-kafka-mcp
Normalizes messy lab Excel and CSV exports into structured JSON tables for AI agents.
$claude mcp add mcp-advanced-excel -- uvx mcp-advanced-excel
Provides local tools for processing images, PDFs, audio, video, and OCR, including batch operations and metadata removal.
$claude mcp add lathe -- uvx lathe-mcp
Allows AI clients to manage GitHub pull requests, repository files, and Dependabot alerts using a personal access token.
$https://github.com/adelaidasofia/github-mcp/releases/download/v0.1.0/github-mcp.mcpb
Lets an AI assistant search Stack Overflow and other Stack Exchange sites to find technical answers and debug errors using real community discussions.
$claude mcp add stackexchange-mcp -- uvx stackexchange-mcp
Enables AI clients to author pixel art, manage animations, and export verified game assets using Aseprite via atomic edits and Phaser bundles.
$claude mcp add aseprite-agent-mcp -- uvx aseprite-agent-mcp
Grades and repairs Bazaar discovery metadata for x402 services using USDC on Base.
$claude mcp add list-smith-mcp -- uvx list-smith-mcp
Shrinks Thai and English text to reduce token usage while maintaining a lossless retrieval store for original content.
$claude mcp add sarup -- uvx sarup
Validates hardware timing, serial logs, and signal waveforms against specification contracts to provide pass, marginal, or fail verdicts.
$claude mcp add hwcontract -- uvx hwcontract
Provides a deterministic A-F grade for code repositories by analyzing safety, functionality, and completeness through static analysis without execution.
$claude mcp add code-guardian -- uvx code-guardian-mcp
Enables AI clients to perform read-only packet capture analysis using tshark across telecom and network protocols like Diameter, GTP, SIP, and RTP.
$claude mcp add tshark-mcp -- uvx tshark-mcp-server
Enables AI agents to search official Telegram and TON documentation and validate Python bot code against the latest Bot API schemas.
$claude mcp add telegram-dev -- uvx telegram-dev
Provides shared, token-saving memory for AI coding agents to exchange summaries, symbol maps, notes, and messages via a single SQLite file.
$claude mcp add memdex -- uvx memdex-mcp
Analyzes Claude Code transcripts to measure token efficiency and the cost-weighted share of useful model output versus context re-reading.
$claude mcp add contextburn -- uvx contextburn
Coordinates multiple AI coding CLIs in isolated tmux sessions to allow a supervisor to delegate work to specialist agents in parallel or sequence.
Connects AI clients to ROS and ROS 2 robots to publish topics, call services and actions, and read sensor data.
$claude mcp add ros-mcp-server -- uvx ros-mcp
Lets AI agents search code semantically, research behavior with citations, and dig through git history and web docs to ground answers in your codebase.