Agent Observability vs io.github.gagandeeppra/mcp-observability-server
Agent Observability is an MCP server published by blueskylineassets. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.gagandeeppra/mcp-observability-server is an MCP server published by gagandeeppra. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-10. 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 | ||
|---|---|---|
| Official MCP Registry | Listed Version: 1.1.0 Downloads/month (npm): 108 Downloads/week (npm): 37 Not marked · First seen |
Listed Version: 0.1.3 Downloads/month (PyPI): 79 Downloads/week (PyPI): 25 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 | Agent Observability | io.github.gagandeeppra/mcp-observability-server |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (agent-observability-mcp) | On your machine (mcp-observability-server) |
| Transport | stdio | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | 2, secrets among them: 0 |
| Licence | Not stated | Not stated |
| Repository (differs) | Not stated | github.com/gagandeeppra/mcp-observability-server |
| 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
Agent Observability
Agent observability: structured logging, cost tracking, and compliance audit trails
io.github.gagandeeppra/mcp-observability-server
MCP server for querying logs from observability platforms with unified search and tracing
How to run each
Agent Observability As a local MCP server: npm package
claude mcp add --env "AGENT_OBS_API_KEY=<YOUR_AGENT_OBS_API_KEY>" --transport stdio agent-observability -- npx -y agent-observability-mcpRequires: AGENT_OBS_API_KEY (secret)
io.github.gagandeeppra/mcp-observability-server As a local MCP server: PyPI package
claude mcp add --transport stdio mcp-observability-server -- uvx mcp-observability-serverCommands 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
Only Agent Observability asks for
AGENT_OBS_API_KEY (secret)AGENT_OBS_API_URL
Only io.github.gagandeeppra/mcp-observability-server asks for
NEW_RELIC_ACCOUNT_IDNEW_RELIC_API_KEY
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: Agent Observability · What it can do: io.github.gagandeeppra/mcp-observability-server · 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.