Alternatives to charm
OEM automotive repair data - part numbers, torque specs, procedures for 1982-2013 vehicles.
charm is tagged AI, DevTools, Data. The servers below cover similar ground, ranked by how many tags they share with it, then by GitHub stars.
mcp-server-chart
by antvis
A Model Context Protocol server for generating charts using AntV.
npx -y @antv/mcp-server-chart@0.9.0-beta.1Semiotic
by nteract
Verified React chart generation: select, validate, repair, render, and inspect charts through MCP.
npx -y semiotic@3.13.3Opik
by comet-ml
Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
uvx opik-mcp@3.0.8Langfuse MCP
by avivsinai
Langfuse MCP server for accessing and analyzing telemetry data via natural language
uvx langfuse-mcp@0.14.01ClickReport
by io.github.1clickreport
75 tools for marketing analytics, campaign management and AI monitoring across 7 platforms.
https://mcp.1clickreport.com/mcpAbstraxn Agent Layer
by io.github.sandeep-antier
Abstraxn: public Web3 MCP server for read-only chain data and pay-per-call relays.
https://mcp.abstraxn.com/mcpadsbdb-mcp
by io.github.mrfentmen
Aircraft and route metadata: map a callsign to its flight route, or a hex code to the airframe.
npx -y @mrfentmen/adsbdb-mcp@1.0.0aemet-mcp
by io.github.jocarrd
MCP server for AEMET: Spain's official forecasts, warnings, observations and climate data.
npx -y aemet-mcp@0.3.3aeo-mcp
by io.github.arthurcarlsonn
AEO tools for AI agents: crawler permissions, llms.txt, structured data, AI-readiness audit.
npx -y aeo-mcp@1.0.1AfriResolve
by io.github.AFRIRESOLVE
African intelligence infrastructure for AI apps, developers, and data products via MCP.
https://afriresolve-mcp.afriresolve28.workers.dev/mcpAgent Analytics
by io.github.dannyshmueli
Analytics your AI agent can actually use. Track, experiment, and optimize via MCP.
https://mcp.agentanalytics.sh/mcpAgent Bits
by io.github.rwaldman
Machine-readable utilities and datasets for AI agents.
https://agentbits.dev/mcp