Monitor & Analyze
Performance monitoring, observability, and analytics
By Platform
Top Capabilitiessorted by trust score
Langsmith
An MCP server for fetching conversation history and prompts from the LangSmith observability platform.
Google Analytics
Access Google Analytics 4 (GA4) data using the Model Context Protocol.
Google Analytics Mcp Server By Cdata
A read-only MCP server for querying live Google Analytics data using LLMs. Powered by CData.
Agent Trace Inspector
Step-by-step observability for MCP agent workflows — trace, inspect, and debug multi-step agent executions
Agentbilly
MCP server that gives AI agents and teams secure, role-based access to Stripe billing operations — customer lookups, subscription management, refunds, invoice history — without exposing Stripe dashboard credentials. Sub-100ms reads via local Stripe sync engine. 4 permission levels with audit logging. $14.99/month.
Aiogram
MCP server for Telegram bots built with aiogram. 30 tools, 7 resources, 3 prompts — messaging, rich media, moderation, interactive keyboards, real-time event streaming, rate limiting, permissions, and audit logging.
Audiense Insights
Marketing insights and audience analysis from Audiense reports, covering demographic, cultural, influencer, and content engagement analysis.
Augmented Nature Augmented Nature Uniprot Mcp Server
Access the UniProt protein database with specialized bioinformatics tools for protein research, comparative genomics, and structural biology.
Berrystreet Metabase
Integrates with Metabase for data visualization and business intelligence. Requires METABASE_URL, METABASE_USERNAME, and METABASE_PASSWORD environment variables.
Chronos Protocol
A robust MCP server that eliminates temporal blindness in AI coding agents through intelligent time tracking, persistent memory, and complete session traceability.
Claude Brain
Biologically-inspired memory for Claude. Hebbian plasticity, dream cycles, and temporal decay for persistent knowledge synthesis.
Claude Mcp Think Tool
An MCP server implementing the 'think' tool to improve Claude's complex reasoning capabilities.
Crazyrabbitltc Mcp Vibecoder
A server for a structured, LLM-based coding workflow, from feature clarification and planning to phased development and progress tracking.
Dash0
Navigate your OpenTelemetry resources, investigate incidents and query metrics, logs and traces on Dash0.
Databox
Talk to your data with Databox MCP by enabling agentic analytics, automated data ingestion, and real-time conversational analytics to get proactive recommendations and instant BI answers, not just charts.
Dex Metrics
Tracks DEX trading volume metrics from Dune Analytics, segmented by blockchain, aggregator, and more.
Dune
Access Dune Analytics data for AI agents, including DEX metrics, EigenLayer stats, and Solana token balances.
Flespi
Interact with the Flespi telematics platform API for fleet management, device tracking, and telemetry data processing.
Hivekit
MCP server for git-native agent swarm coordination, providing tools for heartbeat, state, task claiming, and logging across distributed AI agents.
Improver
Tools for logging, analyzing, and improving Claude Desktop prompts to enhance prompt engineering skills.
Last9
Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.
Mcp Deepseek V3 Et Claude Desktop
Combines DeepSeek's reasoning capabilities with Claude 3.5 Sonnet's response generation through OpenRouter.
Mcpproxy Go
Open-source local MCP proxy server. Routes multiple MCP servers through a single endpoint with BM25 tool filtering, quarantine security, activity logging, and web UI.
Mezmo
Mezmo's remote MCP server connects AI assistants to Mezmo's Observability platform so you can run advanced root-cause analysis, discover pipelines, and export logs without hosting anything yourself.
Misarmail
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, contacts, automations, A/B testing, AI content, multi-channel messaging, deliverability monitoring, and analytics.
Mobile
A platform-agnostic server for scalable mobile automation and development across iOS, Android, simulators, and emulators.
Ncbi
Search NCBI databases, including PubMed, for scientific literature. Tailored for researchers in life sciences, evolutionary biology, and computational biology.
Nmapmcp
Integrates the Nmap network scanning tool with MCP, enabling network scanning capabilities within MCP-compatible environments.
Openended Philosophy
A philosophical reasoning system combining OpenEnded Philosophy with the Non-Axiomatic Reasoning System (NARS) for advanced analysis and synthesis.
Pancakeswap Poolspy
Tracks newly created liquidity pools on PancakeSwap, providing real-time data for DeFi analysts, traders, and developers.
Postizz Mcp
Interact with the Ghost blogging platform using the Model Context Protocol (MCP) with Server-Sent Events (SSE) support.
Powerbi Mcp Servers
Integrate with Power BI using a local server for offline .pbix file analysis and an Azure server for querying live datasets.
Pymol
Enables conversational structural biology, molecular visualization, and analysis in PyMOL through natural language.
Renoun
Structural observability for AI conversations. Detects loops, stuck states, and convergence patterns across 17 channels without analyzing content.
Shannon Thinking
A tool for systematic problem-solving based on Claude Shannon's methodology, breaking down complex problems into structured thoughts.
Shiprocket
Manage Shiprocket logistics, including checking rates, creating and tracking orders, and managing shipments.
Skywalking
An MCP server for integrating AI agents with the SkyWalking observability platform and its ecosystem.
Smartermcp
Business-grade MCP server that emits real operational events and metrics to power decision dashboards, pilots, and automated business systems across any cloud
Solana Launchpads
Tracks daily activity and graduate metrics across multiple Solana launchpads using the Dune Analytics API.
Tableau Cloud Mcp Server V2
Administer Tableau Cloud with AI-powered tools. This server offers complete API coverage, enterprise-grade logging, and a production-ready architecture.
Tableau Mcp Private
Connects Claude Desktop to Tableau Server, enabling natural language interactions with your Tableau data and administrative capabilities.
Tfl
MCP server for Transport for London — lines, journeys, stop points, arrivals, bike points, occupancy, road disruptions and more over stdio
Tibet
TIBET provenance tracking for AI decisions. Cryptographic audit trails with ERIN/ERAAN/EROMHEEN/ERACHTER intent logging for compliance and transparency.
Unconventional Thinking
A tool for bold and unconventional problem-solving, generating unique solutions by branching and tracking thoughts.
Verilator
An MCP server for Verilator providing RTL simulation, automatic testbench generation, and natural language query capabilities.
Zotero Dev
MCP server that enables AI assistants to build, test, and debug Zotero plugins via 26 tools for UI inspection, JS execution, logging, and more.
Agentops
An MCP server for AgentOps, providing observability and evaluation tools for AI agents.
Aggregator
A universal aggregator that combines multiple MCP servers into a single endpoint.
Alibabacloud Observability
Access Alibaba Cloud observability products such as SLS, ARMS, and CloudMonitor.
Atomictoolkit
An MCP-compatible server providing atomistic simulation capabilities through ASE, pymatgen, etc.
Showing top 50 of 125 capabilities