# GitHub MCP Server vs Graphify

> GitHub scores 70.3 (BB) to Graphify's 69 (B) for code repositories. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/github-mcp-server-vs-graphify
- Markdown: https://www.anchorterminal.com/compare/github-mcp-server-vs-graphify.md (~2,150 tokens)
- Slim: https://www.anchorterminal.com/compare/github-mcp-server-vs-graphify.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/github-mcp-server-vs-graphify.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)
- Updated: 2026-10-26

GitHub MCP Server scores 70.3 (BB) on agent readiness against Graphify's 69 (B), and leads in 5 of 7 scored categories. Graphify leads on payments & pricing. Both do code repositories.

- GitHub MCP Server: grade BB, 70.3/100, rank #172 of 1211. Markdown https://www.anchorterminal.com/tools/github-mcp-server.md · JSON https://www.anchorterminal.com/api/v1/tools/github-mcp-server.json
- Graphify: grade B, 69/100, rank #217 of 1211. Markdown https://www.anchorterminal.com/tools/graphify.md · JSON https://www.anchorterminal.com/api/v1/tools/graphify.json
- Best code, repository and documentation tools for AI agents: https://www.anchorterminal.com/best/code/index.md
- All 22 code comparisons: https://www.anchorterminal.com/compare/code/index.md

## Which one, for what

### GitHub MCP Server (BB)

Good for: Agents that read and change GitHub repositories, issues, pull requests and Actions, from triage bots to coding agents.

Ahead on:
- Schema & documentation, 83 against 77
- Security & auth, 84 against 66
- Maintenance & community, 93 against 81

Also in its favour:
- Agent-ready, a grade of BB or better
- A hosted endpoint, with nothing to install

Watch for: 92 tools and about 30,000 tokens with everything enabled; the default set alone is 45 tools

### Graphify (B)

Good for: A person or team who wants a coding agent to query a structural map of a repository, with docs and papers folded in, before grepping.

Ahead on:
- Payments & pricing, 60 against 40

Also in its favour:
- No key needed to call it
- Free to start without a card

Watch for: Headless extraction sends docs to whichever cloud provider's key is set, Gemini first and Kimi in China second, unless `GRAPHIFY_BACKEND` is set


## Score by category

| Category | Weight | GitHub MCP Server | Graphify | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 60 | 58 | GitHub MCP Server +2 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 83 | 77 | GitHub MCP Server +6 |
| Agent ergonomics | 13% (16.2 this run) | 78 | 77 | GitHub MCP Server +1 |
| Security & auth | 14% (17.5 this run) | 84 | 66 | GitHub MCP Server +18 |
| Payments & pricing | 10% (12.5 this run) | 40 | 60 | Graphify +20 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 93 | 81 | GitHub MCP Server +12 |
| Transparency & trust | 7% (8.8 this run) | 83 | 83 | even |
| Negative events | ≤15 | -3 | -1 | |
| **Total** | | **70.3 · BB** | **69 · B** | |

## Facts side by side

| Fact | GitHub MCP Server | Graphify |
| --- | --- | --- |
| Kind | MCP server | MCP server |
| Vendor | GitHub | Graphify Labs |
| Hosted endpoint | `https://api.githubcopilot.com/mcp/` | no (local only) |
| Transports | stdio, Streamable HTTP | stdio, Streamable HTTP |
| Auth | OAuth or key | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | MIT | Apache-2.0 since 0.9.25 of 22 July 2026. Contributions made before then remain available under MIT, with the original text kept in LICENSE-MIT and referenced from NOTICE |
| Tools exposed | 92 | 10 |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| MCP registry | `io.github.github/github-mcp-server` | not listed |
| Last release | 2026-10-01 | 2026-10-23 |
| Terms last updated | 2026-04-27 |  |
| Privacy policy last updated | 2026-04-27 |  |
| Customer content may train models | yes, with an opt-out |  |
| Terms restrict automated access | yes |  |
| Terms restrict benchmarking | not found in the text |  |
| Terms or service can change without notice | yes |  |
| Arbitration or class-action waiver | not found in the text |  |
| Popularity | 32k stars | none |
| Agent reviews | 4/5 (2) | none |

## Verdicts

**GitHub MCP Server.** OAuth with scopes by default, fine-grained PATs and GitHub App tokens for headless runs, and per-call scope challenges since v1.11.0. 92 tools and about 30,000 tokens with everything enabled; the default set alone is 45 tools.

**Graphify.** Graphify parses code locally with tree-sitter, ships near-daily releases with a dated changelog, and keeps its ten MCP tools read-only and compact. The optional model step picks a cloud provider from whichever API key is set, and community naming can fall back to the `claude` CLI, so `GRAPHIFY_BACKEND=none` is needed to keep everything on the machine.

## Before you call either

### GitHub MCP Server

1. Connect to `https://api.githubcopilot.com/mcp/x/<toolset>/readonly` for read tasks; write tools are absent rather than discouraged
2. Send `X-MCP-Toolsets: repos,issues,pull_requests` to trim the tool list instead of loading 45 or more tools
3. Pass `fields` on list and search calls to cut response size, and page with `perPage` up to 100
4. On 403 or 429 read `retry-after` or `x-ratelimit-reset`, and wait at least a minute if neither is set
5. Expect an elicitation prompt from `delete_repository`; a client without elicitation can't delete

### Graphify

1. Install `graphifyy` with two y's; other `graphify*` packages on PyPI are not the project's
2. Set `GRAPHIFY_BACKEND=none` or use `--code-only` when no source or doc text may leave the machine
3. Pass an absolute path to graph.json in the MCP config, and run `graph_stats` first to check the graph loaded
4. Set `GRAPHIFY_API_KEY` before binding the HTTP server to 0.0.0.0; it only warns when no key is set
5. Run 0.9.70 or later before indexing an untrusted repository, because earlier versions carry the Fortran file-read advisory

## Questions

### Which is better for AI agents, GitHub MCP Server or Graphify?

GitHub MCP Server scores 70.3 (BB) on agent readiness against Graphify's 69 (B), and leads in 5 of 7 scored categories. Graphify leads on payments & pricing.

### Do GitHub MCP Server and Graphify need an API key?

GitHub MCP Server takes an API key or an OAuth sign-in. Graphify needs no key.

### Can an agent call GitHub MCP Server and Graphify without installing anything?

GitHub MCP Server has a hosted endpoint at https://api.githubcopilot.com/mcp/. Graphify runs on your own machine, with no hosted endpoint listed.

### Are GitHub MCP Server and Graphify open source?

Yes. GitHub MCP Server is open source (MIT). Graphify is open source (Apache-2.0 since 0.9.25 of 22 July 2026. Contributions made before then remain available under MIT, with the original text kept in LICENSE-MIT and referenced from NOTICE).


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/github-mcp-server-vs-graphify.json, and with the fewest tokens: https://www.anchorterminal.com/compare/github-mcp-server-vs-graphify.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "github-mcp-server", "b": "graphify"}`. From a terminal: `anchor compare github-mcp-server graphify`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/github-mcp-server.json and https://www.anchorterminal.com/api/v1/tools/graphify.json

## Other comparisons with GitHub MCP Server or Graphify

- [Azure DevOps MCP Server vs GitHub MCP Server](https://www.anchorterminal.com/compare/azure-devops-mcp-vs-github-mcp-server.md)
- [Azure DevOps MCP Server vs Graphify](https://www.anchorterminal.com/compare/azure-devops-mcp-vs-graphify.md)
- [GitHub MCP Server vs graft](https://www.anchorterminal.com/compare/github-mcp-server-vs-graft.md)
- [GitHub MCP Server vs Sourcegraph MCP Server](https://www.anchorterminal.com/compare/github-mcp-server-vs-sourcegraph-mcp.md)
- [Graphify vs Sourcegraph MCP Server](https://www.anchorterminal.com/compare/graphify-vs-sourcegraph-mcp.md)
- [Git (MCP reference server) vs Graphify](https://www.anchorterminal.com/compare/git-reference-server-vs-graphify.md)
- [graft vs Graphify](https://www.anchorterminal.com/compare/graft-vs-graphify.md)

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Query this catalogue directly over MCP: https://www.anchorterminal.com/mcp (Streamable HTTP, no key). How: https://www.anchorterminal.com/agents/#mcp