HelpCode-ai/anythingmcp - Open Source PR Review Scorecard

Open-source, self-hosted MCP gateway: turn any REST/OpenAPI, SOAP, GraphQL, OData or SQL API into MCP tools for Claude, ChatGPT & Copilot. 331 connectors incl. SAP S/4HANA & Business One, ERP, e-commerce.

C-Rank Grade: A (Welcoming) - 68/100

External PR Merge Rate: 15%

Response Time: -

First Timer Success: 50%

Frequently Asked Questions

Is HelpCode-ai/anythingmcp welcoming to first-time open-source contributors?

HelpCode-ai/anythingmcp has a recorded first-timer success rate of 50.0%. Repositories ranked A typically provide actionable feedback during code reviews and actively nurture new community contributors.

How fast can I expect code review feedback on my pull request?

Maintainers in HelpCode-ai/anythingmcp respond to incoming external pull requests in approximately 0.0 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 68.1 C-Rank™ score (A Tier) represent?

The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 68.1 places HelpCode-ai/anythingmcp in the A tier.

What is the external contributor pull request merge rate for HelpCode-ai/anythingmcp?

The external contributor pull request merge rate for HelpCode-ai/anythingmcp is 15.2%, based on public PR activity from non-core contributors.

Are there Good First Issues available in HelpCode-ai/anythingmcp?

HelpCode-ai/anythingmcp currently has 28 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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HelpCode-ai/anythingmcp

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Active (30d)A•Welcoming(68/100)TypeScript

Open-source, self-hosted MCP gateway: turn any REST/OpenAPI, SOAP, GraphQL, OData or SQL API into MCP tools for Claude, ChatGPT & Copilot. 331 connectors incl. SAP S/4HANA & Business One, ERP, e-commerce.

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AI Maintainer Review Guidelines

Review Persona

Empathetic Technical Mentor

Warmth Score
7.5/10
Patience Score
8.2/10
Nitpick Rate
20%

Collaborative maintainer environment in HelpCode-ai/anythingmcp. Reviews community pull requests with focus on project quality.

What Contributors Actually Say

Discussions in HelpCode-ai/anythingmcp focus heavily on practical implementation feedback, code formatting standards, and issue reproduction details.

Hidden Friction Signals

Unlinked PRs without issue context and changes that fail automated test suites face the highest review friction.

Unwritten Rules

  • •1) Keep PR scope strictly aligned with the linked issue.
  • •2) Ensure local linters pass before opening a review.
  • •3) Maintain full test coverage for modified logic.

Top PR Submission Do's

  • •Ensure code complies with the project coding style
  • •Keep PRs scoped to a single concern
  • •Include context and link to the related issue

Top PR Friction Pitfalls (Don'ts)

  • •Do not submit PRs without linking an issue
  • •Do not break existing tests without fixing them
  • •Do not mix unrelated refactors in a single PR
Response Velocity
-
No reviewer activity recorded

Average Response Latency

Tracks hours until a maintainer leaves a review, comment, or PR response.

Merge Efficiency
15.2%
Selective PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
50.0%
Accepts new contributor PRs

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
8 core
Highly collaborative maintainer core
Diagnostic Health HUD
15.2%
Merge Gauge
50.0%
1st-Timer
Community Vibe21/100

Embed C-Rank Badge

Show contributors that your repository actively reviews and merges external pull requests.

GetMerged C-Rank badge for HelpCode-ai/anythingmcp
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Active Good First Issues (5)

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Part of the October Challenge #997. Why PlentyONE (formerly plentymarkets) is one of the most widely used e-commerce ERPs among German online retailers: orders, items and variations, stock across warehouses, and customer contacts for shops and marketplaces such as Amazon, eBay and Otto. The catalog has JTL-Wawi, Xentral, weclapp and Billbee, but no plentymarkets (grep -ril plenty packages/backend/src/adapters finds nothing). With an adapter, a user could ask "which orders from yesterday are still in status 5?", "how much stock of SKU X is in the main warehouse?" or "show customer 1234's last orders". Self-hosted vs Cloud Self-hosted: available in Community and Business; no edition gating. Cloud (DEPLOYMENT_MODE=cloud): available. PlentyONE systems are public SaaS (https://p<PID>.my.plentysystems.com), so the SSRF guard allows them. On Cloud trial plans, installs count toward the connector limit (license-guard.service.ts:65). Who can use it: any role except VIEWER can install it (adapt

📅 Opened Oct 10, 2026💬 0 comments
Quality: 50/100Contribute

Part of the October Challenge #997. Why Qonto is one of Europe's largest business accounts for SMBs and freelancers, with large user bases in France, Italy, Germany and Spain. Its Business API covers transactions, client and supplier invoices, and quotes. With an adapter, a user could ask "which card payments over €500 last month have no receipt?", "list unpaid client invoices due this week" or "what came in from customer X?". The catalog has Revolut Business and Wise but no Qonto (ls packages/backend/src/adapters/*/ | grep -i qonto finds nothing). Self-hosted vs Cloud Self-hosted: available in Community and Business. Catalog adapters have no edition gating. Cloud (DEPLOYMENT_MODE=cloud): available. thirdparty.qonto.com is public, so the SSRF guard allows it. On Cloud trial plans, installs count toward the trial's connector limit (license-guard.service.ts:65). Who can use it: any role except VIEWER can install it (adapters.controller.ts:207). The connector and its encrypted authConf

📅 Opened Oct 10, 2026💬 2 comments
Quality: 50/100Contribute

Part of the October Challenge #997. Why An admin who sets up an MCP server for a team wants to hand it out without walking every colleague through a config file: put "Add to Cursor" and "Add to VS Code" badges in the team README, wiki or onboarding page, click, done. Both editors support one-click MCP install links, and many MCP servers on GitHub show such badges at the top of their README. What already exists: the MCP server page builds a Cursor deep link (cursor://anysphere.cursor-deeplink/mcp/install?…, mcp-server/[id]/page.tsx:337-340) and a VS Code deep link (vscode:mcp/install?…, :342-345), used by the "Open in Cursor" / "Open in VS Code" buttons in the Quick Connect modals (:440-457) and by "One-click add to VS Code" in the Copilot modal (:473). Custom-scheme links work when clicked inside the app, but not in a README: GitHub's Markdown sanitizer removes links that are not http(s), and most wikis do the same. What is missing is a "Share" section that produces copy-paste badg

📅 Opened Oct 10, 2026💬 0 comments
Quality: 50/100Contribute

Part of the October Challenge #997. Why AI assistants and coding agents increasingly look for an llms.txt file (the llmstxt.org proposal): a short Markdown index of a project's documentation with links, plus an optional llms-full.txt with the full text in one file. An agent asked "how do I add a SOAP connector to AnythingMCP?" can then read the right page instead of guessing. This repository has about 40 Markdown documents under docs/ (connectors, client integrations, deployment, operations, API reference, the tool definition format) but no llms.txt. The anythingmcp.com/llms.txt linked from README.md:268 belongs to the website and covers the site and its guides, not these docs. AGENTS.md tells coding agents how to work on the code; llms.txt is about using and operating the product. Self-hosted vs Cloud Self-hosted: no runtime change. The two files live in the repository and are read from GitHub. They are not copied into the Docker image (the runner stage copies only build output and s

📅 Opened Oct 10, 2026💬 3 comments
Quality: 60/100Contribute

Part of the October Challenge #997. Why The admin UI has ten sidebar entries, eight settings pages and, in a workspace in daily use, dozens of connectors and MCP servers. Reaching one connector means sidebar → Connectors → search → click. A ⌘K / Ctrl+K command palette (Linear, Vercel, GitHub and Grafana have one) lets keyboard users jump to any page, connector or MCP server, or run a common action, in a couple of keystrokes. Nothing like it exists in the frontend today: no palette component, no global keyboard shortcut. Self-hosted vs Cloud Self-hosted: enabled in Community and Business. Frontend only: no new endpoint, no ee/ code. Cloud (DEPLOYMENT_MODE=cloud): enabled. The palette lists the same entries as the sidebar and the settings navigation, with the same rules: "Single sign-on" is hidden on Cloud (selfHostedOnly, settings/layout.tsx:41-44). Connectors and servers come from the existing organization-scoped list endpoints, so only the current workspace's records appear,

📅 Opened Oct 10, 2026💬 2 comments
Quality: 50/100Contribute
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Contributor Compatibility & Review Speed Analysis for HelpCode-ai/anythingmcp

When evaluating whether to contribute to HelpCode-ai/anythingmcp, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.

Currently, maintainers of HelpCode-ai/anythingmcp acknowledge new external contributions in approximately -. Out of all submitted pull requests from non-core authors in the last 180-day window, 15.2% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to HelpCode-ai/anythingmcp

01

Is HelpCode-ai/anythingmcp welcoming to first-time open-source contributors?

HelpCode-ai/anythingmcp has a recorded first-timer success rate of 50.0%. Repositories ranked Welcoming typically provide actionable feedback during code reviews and actively nurture new community contributors.

02

How fast can I expect code review feedback on my pull request?

The initial maintainer response time averages ~-. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 68.1 C-Rank™ score represent?

The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 68.1 places HelpCode-ai/anythingmcp in the Welcoming tier.

04

What is the external contributor pull request merge rate for HelpCode-ai/anythingmcp?

The external pull request merge rate is 15.2%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.

05

Are there beginner Good First Issues open in HelpCode-ai/anythingmcp?

Yes, HelpCode-ai/anythingmcp currently has 28 active issue(s) tagged with beginner-friendly labels. You can inspect these directly from the repository issues tab.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for HelpCode-ai/anythingmcp are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.