Mcp Servers
> MCP servers.
## about
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HOTTESTthis week
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
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Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.
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Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
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Open-source (AGPL-3.0) PDF takeoff for construction & flooring — the first engine an AI agent drives natively over MCP, not bolted on. Rooms measured on the wall faces, symbol sweeps, materials + quantities with full provenance, built for preconstruction. Runs entirely in your browser.
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mobile-mcpModel Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
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serenaA powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
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fauxnixRun Linux-style commands on Windows via deterministic bash→PowerShell translation. No VM, no WSL. MCP server + CLI built for AI agents (Claude Code, Codex, OpenCode...). GNU-style output, bash-style errors, UTF-8/GBK handled.
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DesktopCommanderMCPThis is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
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radarThe missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and cluster audits - all in one Go binary.
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agent-deviceMobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.
ALL REPOS261 of 261 repos
16 of 16 categories
▼ CATEGORIESall selected
sort:
| repo | stars | 7d |
|---|---|---|
codebase-memory-mcp Developer Tools | 46.6k | +617 |
blender-mcp Art & Culture | 30.8k | +596 |
repowise Developer Tools | 7.7k | +490 |
browser Browser Automation | 36.5k | +404 |
opentakeoff Architecture & Design | 560 | +399 |
mobile-mcp Developer Tools | 9.1k | +386 |
playwright-mcp Browser Automation | 38.1k | +230 |
whatsapp-mcp Communication | 6.6k | +187 |
serena Coding Agents | 30.3k | +183 |
fauxnix Command Line | 956 | +180 |
davinci-resolve-mcp Art & Culture | 3.5k | +154 |
DesktopCommanderMCP Coding Agents | 10.0k | +104 |
radar Developer Tools | 3.8k | +98 |
agent-device Developer Tools | 5.0k | +90 |
concord-mcp Coding Agents | 484 | +71 |
figwright Architecture & Design | 1.0k | +61 |
baserow Databases | 6.2k | +59 |
genai-toolbox Databases | 16.7k | +49 |
aseprite-mcp Art & Culture | 692 | +46 |
claude-task-master Developer Tools | 28.2k | +45 |
jscpd Developer Tools | 6.4k | +43 |
inbox-zero Communication | 12.5k | +40 |
magic-mcp Developer Tools | 6.0k | +35 |
telegram-mcp Communication | 1.8k | +34 |
convex-backend Databases | 12.7k | +33 |
db-mcp-server Databases | 466 | +33 |
firecrawl-mcp-server Browser Automation | 7.6k | +32 |
mcp-teams-server Communication | 444 | +32 |
octocode Developer Tools | 511 | +30 |
ouroboros Coding Agents | 6.2k | +29 |
excel-mcp-server Developer Tools | 4.2k | +27 |
Figma-Context-MCP Developer Tools | 16.0k | +22 |
ssh-mcp Coding Agents | 806 | +22 |
mcp Cloud Platforms | 9.8k | +21 |
mcp Browser Automation | 7.2k | +21 |
postgres-mcp Databases | 3.4k | +20 |
CodeGraphContext Coding Agents | 4.3k | +19 |
shadcn-ui-mcp-server Developer Tools | 3.0k | +19 |
ms-365-mcp-server Communication | 1.0k | +19 |
firefox-devtools-mcp Browser Automation | 489 | +19 |
mcp-server-cloudflare Cloud Platforms | 4.4k | +18 |
mcp-server-mysql Databases | 2.2k | +16 |
mcp-server-simulator-ios-idb Developer Tools | 331 | +15 |
SeleniumBase Browser Automation | 13.1k | +14 |
arcadedb Databases | 1.2k | +14 |
mcp-server-excel Developer Tools | 818 | +14 |
supabase-mcp Databases | 3.0k | +13 |
kubernetes-mcp-server Cloud Platforms | 2.2k | +13 |
neurolink Aggregators | 156 | +13 |
docs-mcp Communication | 117 | +13 |
token-savior Developer Tools | 1.2k | +12 |
opentabs Aggregators | 978 | +11 |
jetbrains-index-mcp-plugin Developer Tools | 361 | +10 |
operational-ontology Data Platforms | 188 | +10 |
container-use Code Execution | 4.1k | +9 |
metatool-app Aggregators | 2.7k | +9 |
discord-mcp Communication | 540 | +9 |
quackback Customer Data Platforms | 315 | +9 |
git-mcp Developer Tools | 8.5k | +8 |
aisix Aggregators | 188 | +8 |
mcp-clickhouse Databases | 887 | +7 |
biomcp Biology, Medicine and BioinformaticsSearch & Data Extraction | 654 | +7 |
token-optimizer-mcp Developer Tools | 546 | +7 |
mcp-ssh-manager Command Line | 506 | +7 |
safari-mcp Browser Automation | 217 | +7 |
mcp-server-chart Customer Data Platforms | 4.4k | +6 |
mcp-server-qdrant Databases | 1.5k | +6 |
ros-mcp-server Developer Tools | 1.5k | +6 |
line-bot-mcp-server Communication | 789 | +6 |
network-sketcher Architecture & Design | 407 | +6 |
apple-health-mcp-server Biology, Medicine and Bioinformatics | 279 | +6 |
trace-mcp Developer Tools | 191 | +6 |
kubefwd Cloud Platforms | 4.2k | +5 |
terraform-mcp-server Cloud Platforms | 1.5k | +5 |
browser-control-mcp Browser Automation | 332 | +5 |
elasticsearch-mcp-server Databases | 313 | +5 |
search-console-mcp Customer Data Platforms | 301 | +5 |
toolport Aggregators | 227 | +5 |
mcp-server-apple-reminders Browser Automation | 221 | +5 |
mcptoon Aggregators | 219 | +5 |
agent-lsp Developer Tools | 162 | +5 |
build123d-mcp Art & Culture | 113 | +5 |
chap Agreements & Coordination | 110 | +5 |
mcp-playwright Browser Automation | 5.7k | +4 |
slack-mcp-server Communication | 1.9k | +4 |
CloudBase-AI-ToolKit Cloud Platforms | 1.1k | +4 |
octocode-mcp Developer Tools | 950 | +4 |
next-devtools-mcp Developer Tools | 828 | +4 |
manim-mcp-server Art & Culture | 650 | +4 |
cloakbrowser-mcp Browser Automation | 165 | +4 |
mcp-victorialogs Databases | 102 | +4 |
ios-simulator-mcp Developer Tools | 2.2k | +3 |
mcp-language-server Developer Tools | 1.6k | +3 |
monitor Developer Tools | 1.3k | +3 |
MCPJungle Aggregators | 1.3k | +3 |
mcp-nixos Developer Tools | 854 | +3 |
mcp-server-docker Developer Tools | 748 | +3 |
mcp-server-neon Databases | 651 | +3 |
mcp-redis Databases | 634 | +3 |
iterm-mcp Coding Agents | 570 | +3 |
prometheus-mcp-server Databases | 519 | +3 |
edgeone-pages-mcp Developer Tools | 439 | +3 |
droidmind Developer Tools | 438 | +3 |
mcpproxy-go Aggregators | 390 | +3 |
kolibri Developer Tools | 287 | +3 |
agenticmail Communication | 236 | +3 |
opik-mcp Developer Tools | 222 | +3 |
claude-mermaid Developer Tools | 217 | +3 |
mcp-shell-server Coding Agents | 201 | +3 |
mcp-server-langfuse Developer Tools | 176 | +3 |
gtasks-mcp Communication | 171 | +3 |
mockd Developer Tools | 150 | +3 |
MayaMCP Art & Culture | 108 | +3 |
mcp-gsheets Databases | 103 | +3 |
mail-mcp Communication | 100 | +3 |
MeiGen-AI-Design-MCP Art & Culture | 1.8k | +2 |
mcp-server-kubernetes Cloud Platforms | 1.6k | +2 |
kubectl-mcp-server Cloud Platforms | 964 | +2 |
auto-browser Browser Automation | 904 | +2 |
k8m Cloud Platforms | 888 | +2 |
intlayer Coding Agents | 849 | +2 |
yutu Browser Automation | 698 | +2 |
figma-use Developer Tools | 609 | +2 |
chroma-mcp Databases | 599 | +2 |
agent Aggregators | 516 | +2 |
docker-mcp Developer Tools | 505 | +2 |
gk-cli Developer Tools | 461 | +2 |
portainer-mcp Cloud Platforms | 237 | +2 |
gograph Developer Tools | 229 | +2 |
mcp-text-editor Developer Tools | 202 | +2 |
openclaw-mcp Coding Agents | 187 | +2 |
comet-mcp Browser Automation | 182 | +2 |
ai-distiller Developer Tools | 172 | +2 |
hub-mcp Developer Tools | 170 | +2 |
excalidraw-architect-mcp Architecture & Design | 159 | +2 |
kom Cloud Platforms | 151 | +2 |
mcp-observatory Developer Tools | 142 | +2 |
mcp-sqlite Databases | 129 | +2 |
email-mcp Communication | 127 | +2 |
GoSQLX Developer Tools | 120 | +2 |
posecode Architecture & Design | 119 | +2 |
jetbrains-debugger-mcp-plugin Developer Tools | 110 | +2 |
mcp-gopls Developer Tools | 104 | +2 |
anyquery Aggregators | 1.8k | +1 |
codemcp Coding Agents | 1.6k | +1 |
mcp-link Developer Tools | 625 | +1 |
dbt-mcp Data Platforms | 608 | +1 |
mcp-server-youtube-transcript Browser Automation | 601 | +1 |
mcp-pandoc Developer Tools | 583 | +1 |
pgmcp Databases | 542 | +1 |
flyto-core Developer Tools | 484 | +1 |
web-search Browser Automation | 472 | +1 |
bazi-mcp Art & Culture | 436 | +1 |
mcp-alchemy Databases | 420 | +1 |
martin-loop Coding Agents | 410 | +1 |
mcp-server-apple-shortcuts Browser Automation | 351 | +1 |
mac_messages_mcp Communication | 332 | +1 |
mcp Databases | 299 | +1 |
mcp-mongo-server Databases | 282 | +1 |
MaxMSP-MCP-Server Coding Agents | 279 | +1 |
mcp-echarts Customer Data Platforms | 270 | +1 |
mysql_mcp_server_pro Databases | 249 | +1 |
vexor Developer Tools | 244 | +1 |
mcp-server-commands Coding Agents | 235 | +1 |
mongodb-lens Databases | 208 | +1 |
claude-prompts-mcp Developer Tools | 188 | +1 |
dash-mcp-server Developer Tools | 186 | +1 |
k8s-mcp-server Cloud Platforms | 186 | +1 |
code-assistant Coding Agents | 183 | +1 |
mcp-server-duckdb Databases | 179 | +1 |
mongo-mcp Databases | 176 | +1 |
mcp-mysql-server Databases | 169 | +1 |
node-code-sandbox-mcp Code Execution | 158 | +1 |
WebReaper Browser Automation | 150 | +1 |
owlex Coding Agents | 140 | +1 |
pluggedin-mcp-proxy Aggregators | 136 | +1 |
alibaba-cloud-ops-mcp-server Cloud Platforms | 132 | +1 |
codex-control-plane-mcp Coding Agents | 125 | +1 |
medical-mcp Biology, Medicine and Bioinformatics | 116 | +1 |
openai-gpt-image-mcp Aggregators | 116 | +1 |
mcp-shell Coding Agents | 108 | +1 |
dicom-mcp Databases | 102 | +1 |
mcp-shrimp-task-manager Developer Tools | 2.1k | |
mysql_mcp_server Databases | 1.4k | |
emailmd Communication | 1.4k | |
mcp-google-sheets Databases | 1.0k | |
mcp-neo4j Databases | 988 | |
mcpProxy Developer Tools | 962 | |
openapi-mcp-server Developer Tools | 903 | |
supabase-mcp-server Databases | 831 | |
cli Databases | 672 | |
mcp-mermaid Customer Data Platforms | 642 | |
mcp-pointer Developer Tools | 598 | |
joinly Communication | 568 | |
claude-debugs-for-you Developer Tools | 516 | |
airtable-mcp-server Databases | 456 | |
claude-skills-mcp Aggregators | 407 | |
blockrun-mcp Aggregators | 392 | |
xcode-mcp-server Developer Tools | 385 | |
tfmcp Cloud Platforms | 373 | |
telegram-mcp Communication | 349 | |
mcp-claude-code Developer Tools | 305 | |
FileScopeMCP Developer Tools | 302 | |
video-editing-mcp Art & Culture | 292 | |
atomic-mail-agentic Communication | 266 | |
firebase-mcp Databases | 247 | |
Figma-Flutter-MCP Developer Tools | 244 | |
mcp-server-milvus Databases | 244 | |
mindmap-mcp-server Developer Tools | 240 | |
mcp-twikit Communication | 235 | |
comfy-pilot Art & Culture | 230 | |
HealthChain Biology, Medicine and Bioinformatics | 229 | |
BifrostMCP Developer Tools | 223 | |
RepoMapper Coding Agents | 217 | |
openapi-mcp Code Execution | 198 | |
isaac-sim-mcp Art & Culture | 194 | |
bilibili-mcp-js Browser Automation | 194 | |
mcp-access-point Aggregators | 184 | |
mcp-snowflake-server Databases | 184 | |
mcp-rubber-duck Coding Agents | 178 | |
mcp-server-apache-airflow Developer Tools | 178 | |
cli-mcp-server Coding Agents | 177 | |
jmap-mcp Communication | 176 | |
mcp-confluent Databases | 167 | |
mcp-server-atlassian-bitbucket Developer Tools | 163 | |
mcp-server-weaviate Databases | 162 | |
alibabacloud-tablestore-mcp-server Databases | 157 | |
website-downloader Developer Tools | 156 | |
OpenDataMCP Customer Data Platforms | 155 | |
leetcode-mcp-server Coding Agents | 153 | |
mcp-k8s Cloud Platforms | 151 | |
mcp-bigquery-server Databases | 148 | |
magg Aggregators | 144 | |
fhir-mcp-server Biology, Medicine and Bioinformatics | 137 | |
eval-view Developer Tools | 137 | |
mcp-server-bigquery Databases | 131 | |
discogs-mcp-server Art & Culture | 128 | |
roundtable Coding AgentsAggregators | 125 | |
mcp-trino Databases | 121 | |
sourcerer-mcp Developer Tools | 119 | |
lldb-mcp Developer Tools | 114 | |
CodeMCP Developer Tools | 110 | |
sqlite-explorer-fastmcp-mcp-server Databases | 108 | |
fhir-mcp-server Biology, Medicine and Bioinformatics | 102 | |
ncp Aggregators | 100 | |
Agent-MCP Coding Agents | 1.3k | -1 |
browser-use-mcp-server Browser Automation | 847 | -1 |
gateway Databases | 547 | -1 |
mcp-k8s-go Cloud Platforms | 382 | -1 |
open-mcp Aggregators | 370 | -1 |
rust-docs-mcp-server Developer Tools | 299 | -1 |
xiyan_mcp_server Databases | 238 | -1 |
playwright-plus-python-mcp Browser Automation | 188 | -1 |
postman-mcp-server Developer Tools | 158 | -1 |
augments-mcp-server Developer Tools | 127 | -1 |
humanizer-ru Agreements & Coordination | 125 | -1 |
fetch-mcp Developer Tools | 827 | -2 |
MCP-Server-Playwright Browser Automation | 297 | -2 |
vscode-mcp-server Coding Agents | 391 | -4 |
bernstein Coding Agents | 1.2k | -181 |
anythingmcp Aggregators | 739 | -242 |