io.github.loopg/pramana-mcp vs Agentic Observability MCP
io.github.loopg/pramana-mcp is an MCP server published by loopg. Marketplaces we read that list it: 1 (Official MCP Registry). Agentic Observability MCP is an MCP server published by mdfifty50-boop. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-29. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  io.github.loopg/pramana-mcp |  Agentic Observability MCP |
|---|---|---|
| Official MCP Registry | Listed Version: 0.1.3 Downloads/month (PyPI): 3 241 Downloads/week (PyPI): 26 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Listed Version: 0.1.1 Downloads/month (npm): 153 Downloads/week (npm): 38 Forks (GitHub): 1 Stars (GitHub): 0 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | io.github.loopg/pramana-mcp | Agentic Observability MCP |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) | 0 | 0 |
| Forks (GitHub) (differs) | 0 (worse) | 1 (better) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (pramana-mcp) | On your machine (agentic-observability-mcp) |
| Transport | stdio | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | Not published |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/reliai-in/pramana-mcp | github.com/mdfifty50-boop/agent-observability-mcp |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
io.github.loopg/pramana-mcp
Read your recorded AI agent runs, and what changed when you swapped a model or prompt.
Agentic Observability MCP
Agent tracing, cost tracking, anomaly detection for LLM agents
How to run each
io.github.loopg/pramana-mcp As a local MCP server: PyPI package
claude mcp add --env "PRAMANA_API_KEY=<YOUR_PRAMANA_API_KEY>" --transport stdio pramana-mcp -- uvx pramana-mcpRequires: PRAMANA_API_KEY (secret)
Agentic Observability MCP As a local MCP server: npm package
claude mcp add --transport stdio agentic-observability -- npx -y agentic-observability-mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
The marketplaces of Agentic Observability MCP publish no settings it asks for, so we do not compare settings.
What it can do: io.github.loopg/pramana-mcp · What it can do: Agentic Observability MCP · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.