| --- |
| |
| |
| |
| license: other |
| license_name: mcp-registry-public-metadata |
| license_link: https://huggingface.co/datasets/CyberMax-tools/toolroll-mcp-registry-snapshot#source-and-licence |
| pretty_name: 'Toolroll: Official MCP Registry Snapshot (every MCP server, weekly)' |
| language: |
| - en |
| tags: |
| - mcp |
| - model-context-protocol |
| - mcp-servers |
| - ai-agents |
| - agent-tools |
| - tool-use |
| - llm-tools |
| - registry |
| - tabular |
| - cybermax |
| size_categories: |
| - 10K<n<100K |
| configs: |
| - config_name: servers |
| default: true |
| data_files: |
| - split: train |
| path: data/servers.parquet |
| task_categories: |
| - text-classification |
| - text-retrieval |
| --- |
| |
| # Toolroll: every server in the official MCP Registry, as one clean table |
|
|
| <!-- cybermax-bridge:start --> |
| > **One key for 10 paid CyberMax APIs and MCP servers: $32 pack, no expiry.** **[Buy now →](https://data.cybermaxtools.com/buy/st-all-access-all-access-pack?s=hf-toolroll-mcp-registry-snapshot-top)** · API key on screen the moment checkout ends · no subscription · [14-day refund](https://cybermaxtools.com/terms#payments) if it doesn't work as described · help: cybermax.tools@gmail.com |
| > |
| > **Need it fresh, filtered or via API?** This free file is a snapshot (one snapshot of the MCP Registry), last updated **2026-09-24**. |
| > - **[Capturewren on Apify](https://data.cybermaxtools.com/buy/capturewren?s=hf-toolroll-mcp-registry-snapshot)** ($0.003 per screenshot captured): screenshots any page and returns its status, title, meta and clean text, as an API or an MCP tool for agents; $3 per 1,000 (the next Store rival charges $6), and Apify's free $5 monthly credit covers about 1,600 screenshots. |
| > - **[Printwren HTML to PDF API](https://data.cybermaxtools.com/buy/printwren-api?s=hf-toolroll-mcp-registry-snapshot)** (20 free a day, $9/month for 750, or $10 for 1,000 (no expiry)): turns HTML or any URL into a PDF with real Chrome, by API or MCP. |
| > - Using it at work? **[Commercial license + support](https://data.cybermaxtools.com/buy/dataset-license?s=hf-toolroll-mcp-registry-snapshot)** (from $49/year): invoice, PDF licence certificate, named support, freshness and availability commitments and an SLA; the data stays free and open for everyone. |
| > - **[Get an email when this dataset updates](https://data.cybermaxtools.com/notify?ds=toolroll-mcp-registry-snapshot&s=hf-toolroll-mcp-registry-snapshot)**: free, double opt-in, unsubscribe any time. |
| > - **[CyberMax Store](https://cybermaxtools.com/store/?utm_source=huggingface&utm_medium=dataset&utm_campaign=toolroll-mcp-registry-snapshot)**: every CyberMax data product, API plan and weekly brief in one place. |
| <!-- cybermax-bridge:end --> |
|
|
| <!-- cm:banner --> |
|  |
| <!-- /cm:banner --> |
|
|
| **A snapshot of the official Model Context Protocol (MCP) Registry** (`registry.modelcontextprotocol.io`) as a single |
| Parquet table: **35,403 MCP servers** (35,028 active, 375 deprecated) from 20,000+ publishers, snapshot |
| 2026-09-24 07:03 UTC. One row per server (its latest version) with its description, how you connect to it |
| (remote URL and transport, or npm / PyPI / Docker (OCI) / MCPB / NuGet / Cargo package), whether it needs a secret |
| (API key header or secret env var), repository, website and publish dates. |
|
|
| Use it to find MCP tools for an agent, study what gets built, track the ecosystem week by week, or seed a tool-search |
| index. The registry API is paginated and version-heavy (many servers re-publish hundreds of versions); this gives you |
| the current state in one 4 MB file. |
|
|
| <!-- cm:gallery --> |
|  |
|  |
|  |
| <!-- /cm:gallery --> |
|
|
| ## What's in this snapshot (active servers) |
|
|
| | | Servers | |
| |---|---:| |
| | Active servers | 35,028 | |
| | Reachable as a hosted remote (no install) | 21,428 (streamable-http 20,693, SSE 1,066) | |
| | Installable package | 14,903 (npm 9,624, PyPI 3,870, OCI 954, MCPB 879, NuGet 128, Cargo 57) | |
| | Need a secret (API key header or env var) | 8,436 | |
| | Latest version published in the last 30 days | 13,734 | |
|
|
| A handful of namespaces publish thousands of generated servers each, so filter by `namespace` if you want |
| hand-built tools only. |
|
|
| ## Load it |
|
|
| ```python |
| from datasets import load_dataset |
| ds = load_dataset("CyberMax-tools/toolroll-mcp-registry-snapshot", split="train") |
| remote_no_key = ds.filter(lambda r: r["status"] == "active" and r["has_remote"] and not r["needs_secret"]) |
| ``` |
|
|
| ```python |
| import pandas as pd |
| df = pd.read_parquet("https://huggingface.co/datasets/CyberMax-tools/toolroll-mcp-registry-snapshot/resolve/main/data/servers.parquet") |
| df[df.description.str.contains("geocod", case=False)][["name", "description", "remote_urls"]] |
| ``` |
|
|
| ## Columns |
|
|
| `name` (registry id, reverse-DNS namespace/name), `namespace`, `title`, `description`, `version`, `status` |
| (active/deprecated), `is_latest`, `published_at`, `updated_at` (of this version), `website_url`, `repository_url`, |
| `repository_source`, `package_registries`, `package_identifiers`, `package_transports`, `remote_types`, |
| `remote_urls`, `has_remote`, `has_package`, `env_var_count`, `needs_secret`. |
|
|
| ## MCP tools from CyberMax |
|
|
| Pay-per-call data tools any MCP client can call through Apify's hosted MCP server (no install; bring an Apify token): |
|
|
| - [**Insidewell**](https://apify.com/cybermax/sec-insider-tracker): SEC Form 4 insider trades with cluster-buy flags |
| - [**DomainDNA**](https://apify.com/cybermax/domain-intel): tech stack, email security (SPF/DMARC) and domain age for any domain |
| - [**HireHeat**](https://apify.com/cybermax/hiring-signals): which companies are hiring, for what, by domain |
| - [**Capturewren**](https://apify.com/cybermax/website-screenshot): website screenshots plus page text for AI agents |
| - [**Swellmeter**](https://apify.com/cybermax/google-trends): Google Trends for AI agents |
|
|
| Connect: `https://mcp.apify.com/?tools=cybermax/<tool>` (e.g. `cybermax/domain-intel`). |
|
|
| ## When NOT to use this |
|
|
| - You need the tool-level schemas (each server's tool names and input schemas): the registry stores server metadata |
| only; tools are listed by the server itself at runtime. |
| - You need quality or uptime signals: registry presence says nothing about whether a server works. |
|
|
| ## Source and licence |
|
|
| Collected from the public official MCP Registry API (`GET /v0/servers?version=latest`). Server names, descriptions |
| and links are metadata published by each server's author to a public registry; the compilation is shared here for |
| discovery and research. Each server's own code and content keep their own licences. Entries from the publisher's own |
| namespace are omitted. Not affiliated with or endorsed by the MCP project. Refresh: weekly. |
|
|
| Published by **CyberMax**. |
|
|
| <!-- cybermax-xlinks:start --> |
| ## More free from CyberMax |
|
|
| - [All free CyberMax demos & datasets](https://huggingface.co/spaces/CyberMax-tools/cybermax) |
| - [Pingroll: MCP Server Uptime (daily handshake probes of every remote server in the official MCP Registry)](https://huggingface.co/datasets/CyberMax-tools/pingroll-mcp-server-uptime) |
| - [Pingroll: MCP Server Uptime Board](https://huggingface.co/spaces/CyberMax-tools/mcp-server-uptime) |
| <!-- cybermax-xlinks:end --> |
|
|
| <!-- cybermax-notebook:start --> |
| ## Quickstart notebook |
|
|
| Load this dataset with pandas and see real outputs in the [quickstart notebook](https://huggingface.co/datasets/CyberMax-tools/toolroll-mcp-registry-snapshot/blob/main/notebooks/quickstart.ipynb). |
| <!-- cybermax-notebook:end --> |
|
|
