InferBench
Rank #21,028io.github.RudrenduPaul/inferbench
Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.
What you can do with InferBench
InferBench is a Model Context Protocol (MCP) server published by RudrenduPaul. It ranks #21,028 of 144,396 active servers on MCP Toplist. InferBench is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Jul 18, 2026 and most recently updated on Aug 11, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What InferBench can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using InferBench
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect InferBench and confirm it works
claude mcp add inferbench -- uvx --from inferbench-cli inferbench-cli inferbench-mcp[mcp_servers.inferbench]
command = "uvx"
args = ["--from", "inferbench-cli", "inferbench-cli", "inferbench-mcp"]Add to ~/.codex/config.toml.
{
"mcpServers": {
"inferbench": {
"command": "uvx",
"args": [
"--from",
"inferbench-cli",
"inferbench-cli",
"inferbench-mcp"
]
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config).
{
"mcpServers": {
"inferbench": {
"command": "uvx",
"args": [
"--from",
"inferbench-cli",
"inferbench-cli",
"inferbench-mcp"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"inferbench": {
"type": "stdio",
"command": "uvx",
"args": [
"--from",
"inferbench-cli",
"inferbench-cli",
"inferbench-mcp"
]
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"inferbench": {
"command": "uvx",
"args": [
"--from",
"inferbench-cli",
"inferbench-cli",
"inferbench-mcp"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"inferbench": {
"command": "uvx",
"args": [
"--from",
"inferbench-cli",
"inferbench-cli",
"inferbench-mcp"
]
}
}
}After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
- memtrust#15,832
- agent-observability#20,198
- teamspend#20,199
- truesignal#20,200
- TenantGuard#20,603
- toolgovern#20,604
- taskswarm#21,029
- evolveguard#21,468
- WorkspaceGuard#21,469
- slop-eval#21,901
- AgenticWorkspace#22,433
- GraphKeeper#22,434
No task-specific alternatives are catalogued for InferBenchyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jul 18, 2026
- Latest version published
- Aug 11, 2026
- Version history
- 1 version tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Aug 11, 2026 · still listed
- Official MCP ↗listed since Aug 11, 2026 · still listed
Do you maintain InferBench? to correct or enrich this profile.
Available versions (1)
| Version | Published |
|---|---|
| 0.1.7 | Aug 11, 2026 |
Ranks ahead of 123,368 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.RudrenduPaul%2Finferbench)<a href="https://mcptoplist.com/server/io.github.RudrenduPaul%2Finferbench"><img src="https://mcptoplist.com/badge/io.github.RudrenduPaul%2Finferbench.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains InferBench?
- InferBench is maintained by RudrenduPaul, which publishes 35 MCP servers (35 total versions) tracked on MCP Toplist.
- Is InferBench listed on the Official MCP Registry?
- Yes — InferBench is listed on the Official MCP Registry, alongside Glama.
- How many versions does InferBench have?
- MCP Toplist tracks 1 version of InferBench, most recently published on Aug 11, 2026.
- Where can I find the source code for InferBench?
- The source code for InferBench is hosted at github.com/RudrenduPaul/InferBench.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.