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 hot-reloading of MCP servers and mid-session mounting of community tools without restarting the AI client.
$claude mcp add kitsune-mcp -- npx -y kitsune-mcp
Provides persistent project context for Google Gemini using structured .faf files to capture stack, goals, and conventions.
$claude mcp add gemini-faf-mcp-8bf4bd -- uvx gemini-faf-mcp
Drives a local Chrome instance via CDP to perform complex web automation, handle difficult editors, and post to social media platforms.
$https://github.com/webloomhq/engine/releases/download/v0.3.31/webloom-0.3.31.mcpb
Provides semantic codebase search and persistent working memory for AI code editors using a local daemon.
$claude mcp add vectr -- uvx vectr
Provides shared memory and task delegation between AI agents like Codex, Cursor, Claude Code, and OpenCode to maintain context across sessions.
$claude mcp add agent-cowork-memory -- npx -y agent-cowork-memory
Estimates LLM agent workflow costs before execution and uses calibration learning to improve accuracy over time.
$claude mcp add tokencast -- uvx tokencast
Allows AI agents to build and maintain a library of tested, reusable scripts to prevent repetitive coding tasks.
$claude mcp add muscle-memory -- uvx muscle-memory-mcp
Allows an AI client to manage GitLab projects, merge requests, issues, pipelines, and perform global searches.
$claude mcp add mcp-gitlab -- uvx mcp-gitlab-crunchtools
Reduces AI token usage by hiding unused tool lists and shrinking large tool results into compact, relevant summaries.
$claude mcp add atr -- uvx atr-mcpProvides persistent project context for Google Gemini using the IANA-registered .faf format to eliminate repetitive project explanations.
$claude mcp add gemini-faf-mcp -- uvx gemini-faf-mcp
Provides a read-only, provenance-aware selection of Wolof, Pulaar, and Sereer speech corpora with measured quality metrics for AI training.
$claude mcp add african-speech-mcp -- uvx african-speech-mcp
Verifies factual claims against live sources, resolves financial instrument identities, and issues signed delivery receipts for agentic commerce.
$claude mcp add groundcheck -- npx -y groundcheck-mcp
Enables coding agents to triage Semgrep findings, scan repositories, check lockfiles against OSV, and verify vulnerabilities with runnable PoCs.
$claude mcp add gmi-security-mcp -- uvx gmi-security-mcp
Enables AI assistants to triage application status, sync, roll back, inspect drift, and manage ApplicationSets via the Argo CD REST API.
$claude mcp add mcp-argocd -- uvx mcp-argocd
Connect coding agents to a shared research memory and a consent-first network of verified ML researchers.
$claude mcp add althea-mcp -- uvx althea-mcp
Lets an AI agent reverse engineer compiled programs using Ghidra to explain how they work through decompiled code and assembly.
$claude mcp add every-app-is-open-source -- uvx every-app-is-open-source
Exposes Microsoft Clarity's Data Export API to allow AI agents to analyze behavioral UX metrics like rage clicks, dead clicks, and JavaScript errors.
$claude mcp add microsoft-clarity-mcp -- uvx microsoft-clarity-mcp
Enables AI assistants to control AMD Vivado for FPGA design, including project creation, synthesis, simulation, and Red Pitaya deployment.
$claude mcp add vivado-red-mcp -- uvx vivado-red-mcp
Performs on-demand network diagnostics including DNS lookups, ping, traceroute, TCP port checks, HTTP status, and TLS certificate inspection.
$claude mcp add netdiag-mcp -- uvx netdiag-mcp
Enables AI clients to render accessibility-first LaTeX documents, perform PDF accessibility audits, and manage document registries.
$claude mcp add inclusio -- uvx inclusio