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Alternatives to mcs-mcp
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Best Alternatives to mcs-mcp

Observability·★ 18·Apache-2.0

Provide Monte-Carlo-Simulation and Flow Data diagnostics to AI Agents

#analysis#cycle-time#diagnostics#flow-metrics#forecasting#golang#mcp#mcp-server
↗ Visit siteGitHub
01

Best Alternatives to mcs-mcp

ToolDescriptionStarsLicenseUpdated
01keep logokeep
The open-source AIOps and alert management platform
★ 12.4k
NOASSERTION
1d ago
Details →
02mcp-context-forge logomcp-context-forge
A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).
★ 4.7k
Apache-2.0
1d ago
Details →
03holmesgpt logoholmesgpt
Your 24/7 On-Call AI Agent - Solve Alerts Faster with Automatic Correlations, Investigations, and More
★ 3.7k
Apache-2.0
1d ago
Details →
04lmnr logolmnr
Laminar - open-source observability platform purpose-built for AI agents. YC S24.
★ 3.4k
Apache-2.0
1d ago
Details →
05golf logogolf
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents
★ 841
Apache-2.0
1mo ago
Details →
06archestra logoarchestra
Archestra is an open-source enterprise AI platform: an internal chat assistant, LLM gateway, MCP gateway and registry, A2A gateway and agent runtime, built on SSO, RBAC, sandboxed execution, guardrails and OpenTelemetry.
★ 4.4k
AGPL-3.0 (enterprise parts under a commercial license)
1d ago
Details →
07AgentBench logoAgentBench
A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)
★ 3.8k
Apache-2.0
8mo ago
Details →
08metamcp logometamcp
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
★ 2.7k
MIT
4mo ago
Details →
02

Side-by-Side Comparison

Field
mcs-mcp logomcs-mcp
keep logokeep
mcp-context-forge logomcp-context-forge
holmesgpt logoholmesgpt
CategoryObservabilityObservabilityObservabilityObservability
Stars★ 18★ 12.4k★ 4.7k★ 3.7k
LicenseApache-2.0NOASSERTIONApache-2.0Apache-2.0
Updated1mo ago1d ago1d ago1d ago
Open SourceYesYesYesYes
03

Compare mcs-mcp With Others

mcs-mcp vs keep →mcs-mcp vs mcp-context-forge →mcs-mcp vs holmesgpt →mcs-mcp vs lmnr →mcs-mcp vs golf →mcs-mcp vs archestra →
04

FAQ

What is mcs-mcp?
MCS-MCP is an MCP server that connects AI assistants to Jira project history for natural-language delivery analytics and probabilistic forecasting. It uses Monte-Carlo simulations to answer questions about completion dates, scope, and process bottlenecks. It ingests only minimal metadata (issue keys, types, transitions) ensuring data security and privacy.
What is the best alternative to mcs-mcp?
keep is the top-rated alternative to mcs-mcp in the Observability category.
Is there a free alternative to mcs-mcp?
keep is a free, open-source alternative.
Is mcs-mcp open source?
Yes, mcs-mcp is open source on GitHub, licensed under Apache-2.0.
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