Comparison
excel-mcp-server vs playwright-mcp
Verdict
Pick excel-mcp-server if the excel-mcp-server is specialized for AI-driven Excel file manipulation under the Model Context Protocol framework with an emphasis on Python-based automation; pick playwright-mcp if playwright MCP server implementation in TypeScript under Apache-2.0 license.
Markdown twin · excel-mcp-server alternatives · playwright-mcp alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | excel-mcp-server | playwright-mcp |
|---|---|---|
| Maintenance | Slowing (121d since push) As of 1w · github_public_v1 | Very active (0d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1w · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- excel-mcp-server
- A Model Context Protocol server for Excel file manipulation
- playwright-mcp
- Playwright MCP server
Stars
- excel-mcp-server
- 4.1k
- playwright-mcp
- 35k
Forks
- excel-mcp-server
- 456
- playwright-mcp
- 3.0k
Open issues
- excel-mcp-server
- 68
- playwright-mcp
- 6
Language
- excel-mcp-server
- Python
- playwright-mcp
- TypeScript
Adopt for
- excel-mcp-server
- The excel-mcp-server is specialized for AI-driven Excel file manipulation under the Model Context Protocol framework with an emphasis on Python-based automation.
- playwright-mcp
- Playwright MCP server implementation in TypeScript under Apache-2.0 license.
Persona
- excel-mcp-server
- -
- playwright-mcp
- -
Runtime
- excel-mcp-server
- -
- playwright-mcp
- -
License
- excel-mcp-server
- MIT
- playwright-mcp
- Apache-2.0
Last pushed
- excel-mcp-server
- Apr 12, 2026
- playwright-mcp
- Jul 25, 2026
Categories
- excel-mcp-server
- Developer Tools, LLM Frameworks
- playwright-mcp
- Developer Tools
Trust and health
Maintenance
- excel-mcp-server
- Slowing (36%)
- playwright-mcp
- Very active (96%)
Days since push
- excel-mcp-server
- 121d
- playwright-mcp
- 0d
Open issues (now)
- excel-mcp-server
- 68
- playwright-mcp
- 6
Owner type
- excel-mcp-server
- User
- playwright-mcp
- Organization
Full report
- excel-mcp-server
- Trust report
- playwright-mcp
- Trust report
Choose excel-mcp-server if…
- excel-mcp-server is primarily Python; playwright-mcp is TypeScript.
- License: excel-mcp-server is MIT, playwright-mcp is Apache-2.0.
- Tags unique to excel-mcp-server: ai, automation, excel, llm.
- Also covers LLM Frameworks.
- When you need to automate complex tasks involving Excel files within a Python-centric stack and are already adopting or planning to use the Model Context Protocol
When NOT to use excel-mcp-server
- If your project does not integrate the Model Context Protocol, as excel-mcp-server is designed to work specifically within that framework
- For tasks where Excel manipulation must be done without AI involvement or where an AI-based solution would add unnecessary complexity and overhead due to its specific design for AI-driven automation
- When looking for solutions outside Python environments; the server's reliance on Python limits benefits to applications integrated within this ecosystem
Choose playwright-mcp if…
- playwright-mcp is primarily TypeScript; excel-mcp-server is Python.
- License: playwright-mcp is Apache-2.0, excel-mcp-server is MIT.
- Tags unique to playwright-mcp: playwright.
- playwright-mcp ships Docker support for self-hosted deployment.
- playwright-mcp ships an MCP server manifest.
- Need a TypeScript-based Playwright MCP server to scale your automated browser testing.
When NOT to use playwright-mcp
- Don't require TypeScript or are looking for a different language implementation of playwright MCP services.
- Do not need multi-client support or can manage with single-client interactions without needing an MCP server setup.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (haris-musa/excel-mcp-server) · observed Aug 11, 2026
- GitHub forks (haris-musa/excel-mcp-server) · observed Aug 11, 2026
- Last push (haris-musa/excel-mcp-server) · observed Apr 12, 2026
- License file (MIT) · observed Aug 11, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (microsoft/playwright-mcp) · observed Jul 26, 2026
- GitHub forks (microsoft/playwright-mcp) · observed Jul 26, 2026
- Last push (microsoft/playwright-mcp) · observed Jul 25, 2026
- License file (Apache-2.0) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: excel-mcp-server 4.1k · playwright-mcp 35k (synced Aug 11, 2026).
Common questions
- What is the difference between excel-mcp-server and playwright-mcp?
- excel-mcp-server: A Model Context Protocol server for Excel file manipulation. playwright-mcp: Playwright MCP server. See the comparison table for live GitHub stats and shared categories.
- When should I choose excel-mcp-server over playwright-mcp?
- Choose excel-mcp-server over playwright-mcp when excel-mcp-server is primarily Python; playwright-mcp is TypeScript; License: excel-mcp-server is MIT, playwright-mcp is Apache-2.0; Tags unique to excel-mcp-server: ai, automation, excel, llm; Also covers LLM Frameworks; When you need to automate complex tasks involving Excel files within a Python-centric stack and are already adopting or planning to use the Model Context Protocol.
- When should I choose playwright-mcp over excel-mcp-server?
- Choose playwright-mcp over excel-mcp-server when playwright-mcp is primarily TypeScript; excel-mcp-server is Python; License: playwright-mcp is Apache-2.0, excel-mcp-server is MIT; Tags unique to playwright-mcp: playwright; playwright-mcp ships Docker support for self-hosted deployment; playwright-mcp ships an MCP server manifest; Need a TypeScript-based Playwright MCP server to scale your automated browser testing.
- When should I avoid excel-mcp-server?
- If your project does not integrate the Model Context Protocol, as excel-mcp-server is designed to work specifically within that framework For tasks where Excel manipulation must be done without AI involvement or where an AI-based solution would add unnecessary complexity and overhead due to its specific design for AI-driven automation When looking for solutions outside Python environments; the server's reliance on Python limits benefits to applications integrated within this ecosystem
- When should I avoid playwright-mcp?
- Don't require TypeScript or are looking for a different language implementation of playwright MCP services. Do not need multi-client support or can manage with single-client interactions without needing an MCP server setup.
- Is excel-mcp-server or playwright-mcp more popular on GitHub?
- playwright-mcp has more GitHub stars (35,492 vs 4,103). Stars measure visibility, not whether either tool fits your constraints.
- Are excel-mcp-server and playwright-mcp open source?
- Yes - both are open-source projects on GitHub (excel-mcp-server: MIT, playwright-mcp: Apache-2.0).
- Where can I find alternatives to excel-mcp-server or playwright-mcp?
- GraphCanon lists graph-backed alternatives at excel-mcp-server alternatives and playwright-mcp alternatives (excel-mcp-server markdown twin, playwright-mcp markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, excel-mcp-server or playwright-mcp?
- excel-mcp-server: Slowing. playwright-mcp: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for excel-mcp-server and playwright-mcp?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: excel-mcp-server trust report; playwright-mcp trust report.