All MCPs
3,701 MCP servers found
mcp-pinot
by startreedata
Python-based tool enabling real-time Pinot analytics, metadata discovery, and Claude Desktop integration.
web-eval-agent
by Operative-Sh
Autonomous browser-based tester that navigates apps, captures network/console data, and reports UX issues directly from your editor, enabling rapid end-to-end debugging.
agentscope
by agentscope-ai
Developer-centric framework enabling real-time steering, transparent tooling, and modular multi-agent orchestration across models.

alibabacloud-adbpg-mcp-server
by aliyun
Universal interface enabling AI agents to query AnalyticDB PostgreSQL with SQL, metadata access, and graph-based knowledge integration for scalable analytics.
agentops-mcp
by AgentOps-AI
Provides observability and tracing data for debugging AI agent runs via MCP with granular trace retrieval.
mcp-server-adfin
by Adfin-Engineering
Unified financial automation enabling AI-assisted invoicing, payments, and reconciliations with Adfin.
arxiv-mcp-server
by blazickjp
Bridge between AI assistants and arXiv, enabling fast search, local storage, and ready prompts for scholarly tasks.

claude-context
by zilliztech
Semantic code search integration for Claude Code; scalable cross-repo context via vector search, incremental indexing, and an open-source MCP server.
facebook-ads-mcp-server
by gomarble-ai
Interface to Meta Ads enabling programmatic access to ads data and management with one-click setup and token handling
gateway
by centralmind
AI-powered API generator that turns database schemas into ready-to-use REST endpoints with PII protection and multi-provider AI support.
tempo
by grafana
Open-source, scalable tracing backend designed for cost-efficient, storage-backed trace analytics with TraceQL and Grafana integration.
microsandbox
by microsandbox
Secure, self-hosted sandboxing with instant startup and AI integration, enabling trusted code execution and live demos in isolated environments.
dbhub
by bytebase
Universal gateway enabling multi-database access via HTTP/stdio transports, demo data, read-only mode, and SSH tunneling for secure cross-backend queries.
apimatic-validator-mcp
by apimatic
Validates OpenAPI specs via APIMatic, supporting JSON/YAML, 2.0/3.0 validation, enabling seamless integration with workflows.
mcp
by semgrep
Beta MCP server enabling Semgrep-powered security scans across IDEs and transports.
brave-search-mcp-server
by brave
Brave Search API integration delivering diverse results with AI summaries and flexible transports
bugsy
by mobb-dev
Bugsy provides automatic vulnerability remediation from SAST results and enables MCP server usage for AI-assisted fixes.
vibe-check-mcp-server
by PV-Bhat
Mentor-layer with CPI-guided pauses that curb risky actions, enabling minimal, well-aligned progress across Gemini, OpenAI, and OpenRouter LLM providers.
intlayer
by aymericzip
Open-source per-component i18n toolkit with AI translation and built-in CMS, enabling IDE-driven content management and seamless localization.
codemirror-mcp
by marimo-team
CodeMirror extension enabling resource mentions, prompt commands, and interactive decorations with live transport.

vet
by safedep
Open-source vetting platform detecting malware, enforcing policies, and analyzing packages across ecosystems.

alibabacloud-adb-mysql-mcp-server
by aliyun
Unified interface for AI agents to access AnalyticDB for MySQL metadata and execute SQL across clusters.
octagon-mcp-server
by OctagonAI
Unified intelligence for cross-source financial research, delivering fast, actionable insights from public and private markets.
twitter-mcp
by EnesCinr
Claude integration to post tweets and search Twitter using API keys with simple config.