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"Understanding Crypto Execution in Financial Markets" matching MCP servers:

  • scv-triage

    kc-ml2
    A
    license
    B
    quality
    B
    maintenance
    Enables bounded, deterministic triage verdicts for server health, fleet status, and timeline investigation through a simulated execution-boundary MCP server.
    3
    5
    MIT

  • Shepherd MCP

    neuralis-in
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.
    18
    MIT

  • ACA PoC MCP Tools Server

    anasmithdell
    A
    license
    Not graded
    quality
    C
    maintenance
    Provides financial audit reporting and ledger query tools for AI agents, enabling generation of compliance, risk, and transaction reports and querying of transaction data, balances, and summaries from an in-memory SQLite database via MCP.
    MIT

  • OpenObserve MCP Server

    adarshba
    A
    license
    A
    quality
    C
    maintenance
    Enables querying logs, traces, and metrics from multiple OpenObserve instances via MCP tools, with parallel execution, batching, and caching.
    6
    247
    8
    MIT

  • mcp-xxl-job

    shaguocgl
    A
    license
    A
    quality
    B
    maintenance
    MCP server for XXL-JOB Admin that enables AI assistants to manage scheduled jobs through natural language, including task lifecycle management, manual triggering, cron preview, and execution log retrieval.
    12
    304
    2
    MIT

  • Ketan-OS MCP Server

    umang-algo
    A
    license
    A
    quality
    B
    maintenance
    Provides transactional intelligence for AI agents, enabling safe tool execution with pre-flight invariant checks, sub-second filesystem snapshots/rollback, causal tracing, belief contradiction detection, and 15 native MCP tools for Claude Code.
    15
    MIT

  • pg-context

    mewsyy
    A
    license
    A
    quality
    B
    maintenance
    MCP server providing deep PostgreSQL context to AI assistants, including schema DDL, index health, foreign key associations, query execution plans, and performance statistics via read-only tools.
    12
    MIT

  • Browser Runtime MCP

    MakiDevelop
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to monitor and debug browser runtime errors, console logs, and page diagnostics in real time via a Chrome extension and local MCP server.
    4
    MIT
  • Warpmetrics MCP Server by warpmetrics

    Warpmetrics MCP Serverofficial

    warpmetrics
    A
    license
    A
    quality
    C
    maintenance
    Connects AI assistants to Warpmetrics telemetry data to monitor AI agent performance, execution runs, and LLM costs. It allows users to query success rates, latency, and spend metrics directly through natural language interfaces.
    20
    57
    MIT

  • a360-mcp

    jshsakura
    F
    license
    B
    quality
    A
    maintenance
    MCP server for Automation Anywhere Automation 360 Control Room that diagnoses bot execution failures by mapping errors to specific actions and providing actionable context.
    3

  • mcp-mat

    codelipenghui
    A
    license
    B
    quality
    C
    maintenance
    Headless MCP server for Eclipse MAT that enables analyzing Java heap dumps using built-in commands, OQL queries, and predefined reports.
    6
    43
    24
    Apache 2.0

  • iSuite Operations MCP Server

    navin2031992
    F
    license
    B
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server that exposes 48 tools covering the full spectrum of iSuite enterprise administration — user management, role verification, job monitoring, scheduler control, batch execution, audit trail lookup, and configuration validation.
    48

  • Status Observer MCP

    imprvhub
    A
    license
    B
    quality
    A
    maintenance
    Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
    1
    8
    Mozilla Public 2.0