SERVER

CostBench

Rank #59,602

com.costbench/mcp

Verified pricing, hidden costs, negotiation data, price changes & TCO for 3,390+ software products.

3 versions
by aadilr (2 servers)View repository ↗
First listed
Jul 3, 2026
Last publish date
Aug 24, 2026
PURPOSE

What you can do with CostBench

CostBench is a Model Context Protocol (MCP) server published by aadilr. It ranks #59,602 of 167,945 active servers on MCP Toplist. CostBench is listed across 2 registries — Official MCP and Glama, with 3 tracked versions. It was first listed on Jul 3, 2026 and most recently updated on Aug 24, 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.

CAPABILITIES AND LIMITATIONS

What CostBench can and cannot do

MCP Toplist connected to the public endpoint on Oct 27, 2026 and it listed 9 tools. Tool names are not stored, so what they do is not catalogued here.

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using CostBench

VerifiedNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Verified by MCP Toplist on Oct 27, 2026: the public endpoint completed the MCP handshake and listed 9 tools without credentials.

Declared by Glama, last synced Nov 3, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

Hosted endpoint declared as public.

INSTALLATION AND FIRST TASK

Connect CostBench and confirm it works

Remote · HTTP
claude mcp add --transport http costbench https://costbench.com/mcp
First successful task

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.

ALTERNATIVES

When to choose another server

Other servers by aadilr
View all aadilr servers →

No task-specific alternatives are catalogued for CostBenchyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jul 3, 2026
Latest version published
Aug 24, 2026
Version history
3 versions tracked (below)
Requirements evidence
Verified by MCP Toplist on Oct 27, 2026: the public endpoint completed the MCP handshake and listed 9 tools without credentials.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Nov 3, 2026
Registry sightings

Do you maintain CostBench? to correct or enrich this profile.

VERSIONS

Available versions (3)

1.0.0 · Jul 3, 20261.0.1 · Jul 19, 20261.1.0 · Aug 24, 2026Jul 3, 2026Aug 24, 2026
VersionPublished
1.1.0Aug 24, 2026
1.0.1Jul 19, 2026
1.0.0Jul 3, 2026
STANDING
#59,602of 167,945 active serversTop 50%

Ranks ahead of 108,343 of 167,945 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 50% of 167,945
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/com.costbench%2Fmcp.svg)](https://mcptoplist.com/server/com.costbench%2Fmcp)
HTML
<a href="https://mcptoplist.com/server/com.costbench%2Fmcp"><img src="https://mcptoplist.com/badge/com.costbench%2Fmcp.svg" alt="MCP Toplist: Top 50% of 167,945" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains CostBench?
CostBench is maintained by aadilr, which publishes 2 MCP servers (5 total versions) tracked on MCP Toplist.
Is CostBench listed on the Official MCP Registry?
Yes — CostBench is listed on the Official MCP Registry, alongside Glama.
How many versions does CostBench have?
MCP Toplist tracks 3 versions of CostBench, most recently published on Aug 24, 2026.
Where can I find the source code for CostBench?
The source code for CostBench is hosted at github.com/aadilr/costbench-mcp.
Used in projects

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