mcpbeat

Coding Agents MCP Servers

Repository context, pull requests, code search and review. The largest group in the registry, and the one with the most abandoned projects. 14349 servers in the registry match this topic; 16 of the top ones are answering right now, exposing 623 tools between them. Checked every 15 minutes.

14 349 in this topic 16 of the top answering checked every 15 min

Ranked by uptime and installs

how the ranking works
Playwright MCP
io.github.microsoft/playwright-mcp

Playwright Tools for MCP

6 121 100 installs/wk local only
Firebase MCP
io.github.firebase/firebase-mcp

Gives AI development tools Firebase-specific capabilities and expertise.

2 595 297 installs/wk local only
Storybook MCP Addon
io.github.storybookjs/addon-mcp

Help agents automatically write and test stories for your UI components.

1 753 385 installs/wk local only
Chrome DevTools MCP
io.github.ChromeDevTools/chrome-devtools-mcp

MCP server for Chrome DevTools

1 472 171 installs/wk local only
Context7
io.github.upstash/context7

Up-to-date code docs for any prompt

831 862 installs/wk local only
I
AWS MCP Server
io.github.aws/mcp-proxy-for-aws

AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workflows.

383 152 installs/wk local only
Telnyx
io.github.team-telnyx/telnyx

Official TypeScript library for the Telnyx API

238 394 installs/wk local only
EdgarTools
io.github.dgunning/edgartools

Open-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API key required.

232 098 installs/wk local only
Scrapling MCP Server
io.github.D4Vinci/Scrapling

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

214 163 installs/wk local only
Ateam MCP
io.github.ariekogan/ateam-mcp

Build, validate, and deploy multi-agent AI solutions from any AI environment.

2 125 installs/wk 47 tools answering
LLM Sandbox
io.github.vndee/llm-sandbox

Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends.

146 112 installs/wk local only
agent-device
io.github.callstackincubator/agent-device

Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps

141 571 installs/wk local only
Nucleus
io.github.eidetic-works/nucleus

Sovereign Agent OS — Persistent Memory, Governance & Compliance for AI Agents.

2 042 installs/wk 28 tools answering
GoldenMatch
io.github.benseverndev-oss/goldenmatch

Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.

1 829 installs/wk 77 tools answering
Sentry MCP
io.github.getsentry/sentry-mcp

MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

120 448 installs/wk local only
Gitlab MCP
io.github.zereight/gitlab-mcp

GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

114 673 installs/wk local only
Ui5
io.github.UI5/mcp-server

MCP server for SAPUI5/OpenUI5 development

109 707 installs/wk local only
Fiori MCP Server
io.github.SAP/fiori-mcp-server

SAP Fiori - Model Context Protocol (MCP) server

109 678 installs/wk local only
Semiotic
io.github.nteract/semiotic

Verified React chart generation: select, validate, repair, render, and inspect charts through MCP.

10 878 installs/wk 5 tools answering
NVIDIA AI CKG
io.github.Yarmoluk/ckg-nvidia-ai

NVIDIA AI knowledge graphs — 20 domains. 4x F1, 11x fewer tokens, SHA-256 provenance. MCP-native.

7 101 installs/wk 9 tools answering
Hermoso
io.github.hermoso-ai/hermoso

AI ad studio: competitor ad research, video + image ads, social publishing, campaigns. 247 tools.

1 247 installs/wk 262 tools answering
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Workspace MCP
io.github.taylorwilsdon/workspace-mcp

Google Workspace MCP server for Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Chat.

92 876 installs/wk local only
Ha MCP
io.github.homeassistant-ai/ha-mcp

Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.

89 624 installs/wk local only
Next Devtools MCP
io.github.vercel/next-devtools-mcp

Next.js development tools MCP server with stdio transport

87 995 installs/wk local only
Figma Context MCP
io.github.GLips/Figma-Context-MCP

Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

84 282 installs/wk local only
Firecrawl MCP Server
io.github.firecrawl/firecrawl-mcp-server

MCP server for Firecrawl — search, scrape, and interact with the web.

83 192 installs/wk local only
XcodeBuildMCP
io.github.cameroncooke/XcodeBuildMCP

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

82 950 installs/wk local only
Nx MCP
io.github.nrwl/nx-mcp

A Model Context Protocol server implementation for Nx

82 370 installs/wk local only
NVIDIA NemoClaw CKG
io.github.Yarmoluk/ckg-nvidia-nemoclaw

NVIDIA NemoClaw knowledge graph — 55 nodes, F1 0.576 (+269% vs RAG), 11x fewer tokens. MCP-native.

5 714 installs/wk 8 tools answering
Salesforce AgentForce CKG
io.github.Yarmoluk/ckg-agentforce

Salesforce AgentForce knowledge graph — 40 nodes, Einstein Trust Layer, 11x fewer tokens than RAG.

4 390 installs/wk 10 tools answering
Hostinger API MCP
io.github.hostinger/hostinger-api-mcp

MCP server for Hostinger API

72 044 installs/wk local only
Cap Js
io.github.cap-js/mcp-server

Model Context Protocol (MCP) server for AI-assisted development of CAP applications.

67 165 installs/wk local only
Mongodb MCP Server
io.github.mongodb-js/mongodb-mcp-server

MongoDB Model Context Protocol Server

62 448 installs/wk local only
jCodemunch MCP
io.github.jgravelle/jcodemunch-mcp

Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95%+ token savings.

57 717 installs/wk local only
Pubmed MCP Server
io.github.cyanheads/pubmed-mcp-server

Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.

2 995 installs/wk 11 tools answering
HPSILab Quant Finance
io.github.haiyunsky/hpsilab-quant-finance-mcp

Quant finance tools: stock analysis, options IV, Monte Carlo, AI prediction, risk scan, backtests.

2 906 installs/wk 10 tools answering
DomainKits
io.github.ABTdomain/domainkits-mcp

Search newly registered, expired, aged, active, deleted and for-sale domains, plus WHOIS and DNS.

1 073 installs/wk 28 tools answering
DERO MCP Server
io.github.DHEBP/dero-mcp-server

Read-only DERO blockchain MCP: 33 tools (12 composites) incl. TELA discovery + bundled docs.

850 installs/wk 33 tools answering
Axint
io.github.agenticempire/axint

Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.

768 installs/wk 36 tools answering
Comfyui MCP
io.github.artokun/comfyui-mcp

MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.

53 698 installs/wk local only
Bernstein
io.github.sipyourdrink-ltd/bernstein

Deterministic orchestrator for CLI coding agents. Byte-identical replay, 40+ adapters, air-gap.

47 982 installs/wk local only
ClickHouse
io.github.ClickHouse/mcp-clickhouse

Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB.

47 291 installs/wk local only
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Perplexity API Platform (moved to ai.perplexity/mcp-server)
io.github.perplexityai/mcp-server

Real-time web search, reasoning, and research through Perplexity's API

42 383 installs/wk local only
Australian Economic Data (ABS, RBA & APRA)
io.github.AnthonyPuggs/ausecon-mcp-server

Australian economic data from the ABS, RBA, and APRA: CPI, GDP, cash rate, labour, and more.

1 479 installs/wk 14 tools answering
Courtlistener MCP Server
io.github.cyanheads/courtlistener-mcp-server

Search US court opinions, federal dockets, judges, citations, and oral arguments via CourtListener.

1 384 installs/wk 14 tools answering
AILANG Parse
io.github.sunholo-data/parse

Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.

640 installs/wk 31 tools answering
Skylos
io.github.duriantaco/skylos

Dead code, security, secrets detection and code quality for Python, TypeScript, Go.

40 432 installs/wk local only
DBHub
io.github.bytebase/dbhub

Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

36 320 installs/wk local only