mcp-toolbox vs ragflow
mcp-toolbox and ragflow share 8 technologies: go-redis, MySQL, pgx, Postgres, Google, golang.org/x/oauth2, github.com/golang-jwt/jwt/v5, and OpenTelemetry. Both are written in Go.
LinkedInWhat they share and what sets them apart
googleapis
mcp-toolbox
MCP Toolbox for Databases is an open source MCP server for databases.
Go16.8kRead on November 7, 2026, at commit 8d54da0What is mcp-toolbox built with?Only in mcp-toolbox
- chi
- github.com/go-chi/render
- SQLite
- cloud.google.com/go/cloudsqlconn
- Neo4j
- github.com/apache/cassandra-gocql-driver/v2
github.com/gocql/gocql
- github.com/valkey-io/valkey-go
- ClickHouse
- cloud.google.com/go/alloydbconn
- github.com/cockroachdb/cockroach-go/v2
- github.com/elastic/elastic-transport-go/v8
- github.com/godror/godror
- github.com/microsoft/go-mssqldb
- github.com/nakagami/firebirdsql
- github.com/sijms/go-ora/v2
- github.com/snowflakedb/gosnowflake/v2
- github.com/jmoiron/sqlx
github.com/MicahParks/jwkset
- github.com/MicahParks/keyfunc/v3
github.com/go-playground/validator/v10
- go.opentelemetry.io/otel
- go.opentelemetry.io/otel/metric
- cloud.google.com/go/logging
- go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp
- go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp
- go.opentelemetry.io/otel/sdk
- go.opentelemetry.io/otel/sdk/metric
In common
infiniflow
ragflow
RAGFlow is an agent-native database: a Retrieval-Augmented Generation (RAG) engine that grew into context infrastructure.
Go93.5kRead on November 4, 2026, at commit 8cab68aWhat is ragflow built with?Only in ragflow
- net/http
- Gin
mysql-connector-python
- pq
s3
- Redis
AWS S3- MCP
- AIOHTTP
werkzeug
- React
- React Router
OpenAI- Model Context Protocol
- github.com/yuin/goldmark
- github.com/ledongthuc/pdf
- github.com/gomarkdown/markdown
- github.com/emersion/go-message
- golang.org/x/image
- reportlab
- go.uber.org/zap
- go.opentelemetry.io/otel/trace
- go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp
- github.com/Azure/azure-sdk-for-go/sdk/azcore
- qrcode
- Tailwind CSS
- classnames
class-variance-authority
tailwind-merge
- next-themes
- React Hook Form
- xyflow
- Radix UI
lexical
- tanstack
@monaco-editor/react
react-syntax-highlighter
sonner
- react-force-graph-2d
react-day-picker
- react-copy-to-clipboard
recharts
@floating-ui/react
- cmdk
- D3
embla-carousel-react
- Mermaid
react-dropzone
react-resizable-panels
- Lucide
- Ant Design
- dompurify
- react-markdown
- react-pdf-highlighter
rehype-katex
rehype-raw
- unist-util-visit-parents
xlsx
papaparse
remark-gfm
rehype-sanitize
remark-breaks
- Zod
@hookform/resolvers
- Ajv
- ajv-formats
Side by side
mcp-toolboxragflow
SizeLines written by people and agents, without generated ones; code files, without tests.
mcp-toolbox287,166 lines written507 code files
ragflow1,294,372 lines written2,843 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
mcp-toolbox4.2% of its commits signed by AIWith Gemini CLI, Jules, and Claude Code
ragflow2.1% of its commits signed by AIWith Claude Code, Cursor, CodeRabbit, GitHub Copilot, Kilo Code, Codex, OpenHands, Gemini CLI, and Factory
ActivityFrom GitHub and its history, on the day SeeRepo read it.
mcp-toolboxLast push November 7, 20262,381 commits16,819 stars
ragflowLast push November 4, 202610,792 commits93,494 stars
TestsThe files that test the code, and the share of code files a test imports.
mcp-toolbox579 test files92.9% of its code files have a test that imports them
ragflow1,962 test files50.8% of its code files have a test that imports them
Frequently asked questions
Which is bigger, mcp-toolbox or ragflow?
ragflow, with 1,294,372 lines written; mcp-toolbox has 287,166.
The proof: infiniflow/ragflow's code at commit 8cab68a
Which has more GitHub stars, mcp-toolbox or ragflow?
ragflow, with 93,494 stars; mcp-toolbox has 16,819.
The proof: infiniflow/ragflow on GitHub
Which has more tests, mcp-toolbox or ragflow?
ragflow, with 1,962 test files; mcp-toolbox has 579.
The proof: infiniflow/ragflow's code at commit 8cab68a
Which was updated more recently, mcp-toolbox or ragflow?
mcp-toolbox: its last push was on November 7, 2026, and ragflow's on November 4, 2026.
The proof: googleapis/mcp-toolbox's commits on GitHub
Which has more commits signed by AI, mcp-toolbox or ragflow?
mcp-toolbox: an AI signed 4.2% of its commits, with Gemini CLI, Jules, and Claude Code; in ragflow, 2.1%.
The proof: the commits each tool signed in googleapis/mcp-toolbox
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