Source: https://seerepo.com/compare/googleapis/mcp-toolbox/vs/The-Vibe-Company/quivr Markdown source: https://seerepo.com/compare/googleapis/mcp-toolbox/vs/The-Vibe-Company/quivr.md Description: mcp-toolbox and quivr share 9 technologies: pgx, Postgres, OpenTelemetry, go.opentelemetry.io/otel, go.opentelemetry.io/otel/metric, go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp, go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp, go.opentelemetry.io/otel/sdk, and go.opentelemetry.io/otel/sdk/metric. Both are written in Go. # mcp-toolbox vs quivr mcp-toolbox and quivr share 9 technologies: pgx, Postgres, OpenTelemetry, go.opentelemetry.io/otel, go.opentelemetry.io/otel/metric, go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp, go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp, go.opentelemetry.io/otel/sdk, and go.opentelemetry.io/otel/sdk/metric. Both are written in Go. - [googleapis/mcp-toolbox](https://seerepo.com/r/googleapis/mcp-toolbox): MCP Toolbox for Databases is an open source MCP server for databases. - [The-Vibe-Company/quivr](https://seerepo.com/r/The-Vibe-Company/quivr): An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, models and business rules. ## What they share and what sets them apart - In common: pgx, Postgres, OpenTelemetry, go.opentelemetry.io/otel, go.opentelemetry.io/otel/metric, 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 - Only in mcp-toolbox: chi, github.com/go-chi/render, go-redis, MySQL, 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, Google, github.com/jmoiron/sqlx, golang.org/x/oauth2, github.com/MicahParks/jwkset, github.com/golang-jwt/jwt/v5, github.com/MicahParks/keyfunc/v3, github.com/go-playground/validator/v10, cloud.google.com/go/logging - Only in quivr: net/http, psycopg, pyarrow, s3, MCP, Temporal, Vite, React, cryptography, github.com/aws/aws-sdk-go-v2/credentials, Model Context Protocol, Optuna, sentence-transformers, tokenizers, defusedxml, pypdf, annotated-types, jsonschema-path, jsonschema-specifications, openapi-schema-validator, Pydantic, rfc3339-validator, github.com/santhosh-tekuri/jsonschema/v6, jsonschema, openapi-spec-validator, referencing, boto3, opentelemetry-api, github.com/aws/aws-sdk-go-v2, go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc, go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc, @phosphor-icons/react ## Side by side | | mcp-toolbox | quivr | |---|---|---| | Size | 287,166 lines written, 507 code files | 274,640 lines written, 613 code files | | Who writes it | 4.2% of its commits signed by AI. With Gemini CLI, Jules, and Claude Code | 9.1% of its commits signed by AI. With Claude Code | | Activity | Last push November 7, 2026, 2,381 commits, 16,819 stars | Last push November 2, 2026, 2,835 commits, 39,633 stars | | Tests | 579 test files. 92.9% of its code files have a test that imports them | 567 test files. 65.1% of its code files have a test that imports them | - Size: Lines written by people and agents, without generated ones; code files, without tests. - Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch. - Activity: From GitHub and its history, on the day SeeRepo read it. - Tests: The files that test the code, and the share of code files a test imports. ## Frequently asked questions ### Which is bigger, mcp-toolbox or quivr? mcp-toolbox, with 287,166 lines written; quivr has 274,640. The proof: [googleapis/mcp-toolbox's code at commit 8d54da0](https://github.com/googleapis/mcp-toolbox/tree/8d54da0d2c4069937f62654f3262f3f46fae850d) ### Which has more GitHub stars, mcp-toolbox or quivr? quivr, with 39,633 stars; mcp-toolbox has 16,819. The proof: [The-Vibe-Company/quivr on GitHub](https://github.com/The-Vibe-Company/quivr) ### Which has more tests, mcp-toolbox or quivr? mcp-toolbox, with 579 test files; quivr has 567. The proof: [googleapis/mcp-toolbox's code at commit 8d54da0](https://github.com/googleapis/mcp-toolbox/tree/8d54da0d2c4069937f62654f3262f3f46fae850d) ### Which was updated more recently, mcp-toolbox or quivr? mcp-toolbox: its last push was on November 7, 2026, and quivr's on November 2, 2026. The proof: [googleapis/mcp-toolbox's commits on GitHub](https://github.com/googleapis/mcp-toolbox/commits) ### Which has more commits signed by AI, mcp-toolbox or quivr? quivr: an AI signed 9.1% of its commits, with Claude Code; in mcp-toolbox, 4.2%. The proof: [the commits each tool signed in The-Vibe-Company/quivr](https://seerepo.com/r/The-Vibe-Company/quivr/ai) ## Sources - googleapis/mcp-toolbox: Read on November 7, 2026, at commit 8d54da0 (https://github.com/googleapis/mcp-toolbox/tree/8d54da0d2c4069937f62654f3262f3f46fae850d) - The-Vibe-Company/quivr: Read on November 6, 2026, at commit bb1b19e (https://github.com/The-Vibe-Company/quivr/tree/bb1b19ecf4094dbd1e309e521ce8b5fed4fb539f) ## What is your repo built with? Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.