Weave MCP Server + Client Linked Traces:
# Weave MCP Server + Client Linked Traces: This repo is taken from the example in Arize-ai/phoenix and adapted to export to wandb/weave. Note: There is a race…
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trace-eye
Production Log Analysis MCP Server
mcp-server-agentops
mcp-server-agentops is an MCP (Model Context Protocol) server that enables LLM agents to read trace data from the AgentOps API. It provides tools to list…
Integrating AI with Flutter: Creating AI Services with LlmServer and mcp_server
# Integrating AI with Flutter: Creating AI Services with LlmServer and mcp_server 
Jaeger MCP Server
Jaeger MCP Server is a Model Context Protocol (MCP) server that provides MCP-compatible tools for querying and retrieving distributed tracing data from a…
AI-Powered OpenTelemetry Analysis
# AI-Powered OpenTelemetry Analysis ## 🚀 Transform Your Observability Data into Actionable Intelligence **Stop drowning in dashboards. Start having…
Otel
W3C Trace Context bridge for the Model Context Protocol — propagate traces through MCP _meta (SEP-414) and emit OpenTelemetry spans so Host → MCP server → tool…
AgenticMind
Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per…
TracePII Shield MCP
Paid remote MCP for LLM trace PII scanning, payload redaction, sensitive field classification, privacy receipts, and trace audit exports.
Patchwork OS
A local-first MCP bridge for Claude Code, Claude Desktop, and other MCP clients. 177 tools (LSP, debugger, terminal, git, GitHub, file ops) via a companion VS…
Calculator SSE
# 🧮 Step by step Implementation of MCP Server and Integration into Microsoft Copilot Studio and Github Copilot Agent This is a demo Node.js + TypeScript MCP…
Langfuse MCP (Model Context Protocol)
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
MCP Telemetry
Observability helps. This MCP server adds tracing to all your conversations on Claude (or suitable MCP client) so that you can trace, understand, debug and…
Mime (mcp Integrated Modern Executor)
A high-performance, MCP-native browser automation server designed for speed and efficiency. Built in Go, MIME offers millisecond-level startup times (~100ms)…
MCP Agent Trace Inspector
Step-by-step observability for MCP agent workflows — trace, inspect, and debug multi-step agent executions
playwright-trace-decoder-mcp
MCP server for unpacking and analyzing Playwright trace.zip archives
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<div align="center"><b><a href="README.md">English</a> | <a href="readme_CN.md">简体中文</a> | <a href="readme_JP.md">日本語</a> | <a…
Bible Study
Study the Bible in its original languages, trace themes across both testaments, and compare five translations — all in one conversation. Ask any question about…
Context Pipe
# ⛓️ Context-Pipe **The Universal Standard for Context Engineering.** [](htt…
Medical Mcps
# Biological APIs MCP Server MCP server that integrates multiple biological and medical databases for research purposes. ## Quick Start ### Connect to…
Nemeton Mcp
# Nemeton MCP Server [](https://swift.org)…
Opensearch Mcp Server Py
 - [OpenSearch MCP…
MCP Linux Common Utility Server
[](https://www.python.org/downloads/) …
Muppet Kit
Muppet Kit is a collection of tools for testing and debugging MCP (Model Context Protocol) servers. It is designed for developers who build or maintain MCP…