From 2e7b651fb6d6ea3cea8405fa14ff88abe89780ca Mon Sep 17 00:00:00 2001 From: enieuwy Date: Thu, 9 Jul 2026 13:23:32 +0800 Subject: [PATCH 1/2] Add OrgMentem/zotio to Research Adds zotio-mcp, the MCP server bundled with the zotio Zotero CLI (github.com/OrgMentem/zotio), to the Research category. Differentiator vs other Zotero MCP servers already in ecosystems like this list: a capability-tagged tool registry (122 commands tagged operation/destructive/requires) and preview-first, journaled writes, so an agent proposing a change can't silently mutate or delete a user's reference library. Reads work keyless against the local Zotero desktop API (localhost:23119); writes route through the Web API. Ships a per-platform MCPB bundle for one-click Claude Desktop install. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b03c3aeb..8f1cb8fc5 100644 --- a/README.md +++ b/README.md @@ -2429,6 +2429,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [mnemox-ai/idea-reality-mcp](https://github.com/mnemox-ai/idea-reality-mcp) [![idea-reality-mcp MCP server](https://glama.ai/mcp/servers/@mnemox-ai/idea-reality-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@mnemox-ai/idea-reality-mcp) 🐍 ☁️ 🍎 πŸͺŸ 🐧 - Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI, and Product Hunt to detect existing competition before building, returning a reality signal score (0-100), duplicate likelihood, similar projects, and pivot hints. - [musharna/data-aggregator-mcp](https://github.com/musharna/data-aggregator-mcp) [![musharna/data-aggregator-mcp MCP server](https://glama.ai/mcp/servers/musharna/data-aggregator-mcp/badges/score.svg)](https://glama.ai/mcp/servers/musharna/data-aggregator-mcp) 🐍 🏠 🍎 πŸͺŸ 🐧 - Search and fetch research datasets across Zenodo, DataCite (Dryad/Figshare/Dataverse/OSF), NCBI omics (GEO/SRA/BioProject), and literature (PubMed/OpenAIRE) behind one normalized model β€” DOI deduplication, NCBI-Taxonomy synonym expansion, paperβ†’data linking, and checksum-verified download. `uvx data-aggregator-mcp`. - [nangman-infra/touch-browser](https://github.com/nangman-infra/touch-browser) [![touch-browser MCP server](https://glama.ai/mcp/servers/nangman-infra/touch-browser/badges/score.svg)](https://glama.ai/mcp/servers/nangman-infra/touch-browser) πŸ¦€ 🏠 - Evidence-grounded web research for AI agents. Verifies page-local claims with citations, confidence bands, policy reports, and multi-page session synthesis via MCP. +- [OrgMentem/zotio](https://github.com/OrgMentem/zotio) 🏎️ 🏠 ☁️ 🍎 πŸͺŸ 🐧 - Zotero MCP server (`zotio-mcp`) with a capability-tagged tool registry and preview-first, journaled writes (an agent can't silently mutate or delete your library). Reads work keyless against the local Zotero desktop API; writes route to the Web API. Ships an MCPB bundle for one-click Claude Desktop install. - [ovlabs/mcp-server-originalvoices](https://github.com/ovlabs/mcp-server-originalvoices) πŸ“‡ ☁️ - Instantly understand what real users think and why by querying our network of 1:1 Digital Twins - each representing a real person. Give your AI agents authentic human context to ground outputs, improve creative, and make smarter decisions. - [Pantheon-Security/notebooklm-mcp-secure](https://github.com/Pantheon-Security/notebooklm-mcp-secure) πŸ“‡ 🏠 🍎 πŸͺŸ 🐧 - Query Google NotebookLM from Claude/AI agents with 14 security hardening layers. Session-based conversations, notebook library management, and source-grounded research responses. - [tushariitr-19/patents-mcp](https://github.com/tushariitr-19/patents-mcp) 🏎️ ☁️ 🍎 πŸͺŸ 🐧 - MCP server for patent search and prior art discovery powered by Google Patents public dataset on BigQuery. Tools: search patents, get full patent details with CPC codes and citations, fetch legal claims text. Free to use. From 3330e539f81aae279c2fa6e872123b09ed1fb206 Mon Sep 17 00:00:00 2001 From: Ellis Nieuwpoort <121954036+enieuwy@users.noreply.github.com> Date: Sat, 11 Jul 2026 01:27:34 +0800 Subject: [PATCH 2/2] docs: add Glama score badge to zotio entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8f1cb8fc5..5ff98f91e 100644 --- a/README.md +++ b/README.md @@ -2429,7 +2429,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [mnemox-ai/idea-reality-mcp](https://github.com/mnemox-ai/idea-reality-mcp) [![idea-reality-mcp MCP server](https://glama.ai/mcp/servers/@mnemox-ai/idea-reality-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@mnemox-ai/idea-reality-mcp) 🐍 ☁️ 🍎 πŸͺŸ 🐧 - Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI, and Product Hunt to detect existing competition before building, returning a reality signal score (0-100), duplicate likelihood, similar projects, and pivot hints. - [musharna/data-aggregator-mcp](https://github.com/musharna/data-aggregator-mcp) [![musharna/data-aggregator-mcp MCP server](https://glama.ai/mcp/servers/musharna/data-aggregator-mcp/badges/score.svg)](https://glama.ai/mcp/servers/musharna/data-aggregator-mcp) 🐍 🏠 🍎 πŸͺŸ 🐧 - Search and fetch research datasets across Zenodo, DataCite (Dryad/Figshare/Dataverse/OSF), NCBI omics (GEO/SRA/BioProject), and literature (PubMed/OpenAIRE) behind one normalized model β€” DOI deduplication, NCBI-Taxonomy synonym expansion, paperβ†’data linking, and checksum-verified download. `uvx data-aggregator-mcp`. - [nangman-infra/touch-browser](https://github.com/nangman-infra/touch-browser) [![touch-browser MCP server](https://glama.ai/mcp/servers/nangman-infra/touch-browser/badges/score.svg)](https://glama.ai/mcp/servers/nangman-infra/touch-browser) πŸ¦€ 🏠 - Evidence-grounded web research for AI agents. Verifies page-local claims with citations, confidence bands, policy reports, and multi-page session synthesis via MCP. -- [OrgMentem/zotio](https://github.com/OrgMentem/zotio) 🏎️ 🏠 ☁️ 🍎 πŸͺŸ 🐧 - Zotero MCP server (`zotio-mcp`) with a capability-tagged tool registry and preview-first, journaled writes (an agent can't silently mutate or delete your library). Reads work keyless against the local Zotero desktop API; writes route to the Web API. Ships an MCPB bundle for one-click Claude Desktop install. +- [OrgMentem/zotio](https://github.com/OrgMentem/zotio) [![OrgMentem/zotio MCP server](https://glama.ai/mcp/servers/OrgMentem/zotio/badges/score.svg)](https://glama.ai/mcp/servers/OrgMentem/zotio) 🏎️ 🏠 ☁️ 🍎 πŸͺŸ 🐧 - Zotero MCP server (`zotio-mcp`) with a capability-tagged tool registry and preview-first, journaled writes (an agent can't silently mutate or delete your library). Reads work keyless against the local Zotero desktop API; writes route to the Web API. Ships an MCPB bundle for one-click Claude Desktop install. - [ovlabs/mcp-server-originalvoices](https://github.com/ovlabs/mcp-server-originalvoices) πŸ“‡ ☁️ - Instantly understand what real users think and why by querying our network of 1:1 Digital Twins - each representing a real person. Give your AI agents authentic human context to ground outputs, improve creative, and make smarter decisions. - [Pantheon-Security/notebooklm-mcp-secure](https://github.com/Pantheon-Security/notebooklm-mcp-secure) πŸ“‡ 🏠 🍎 πŸͺŸ 🐧 - Query Google NotebookLM from Claude/AI agents with 14 security hardening layers. Session-based conversations, notebook library management, and source-grounded research responses. - [tushariitr-19/patents-mcp](https://github.com/tushariitr-19/patents-mcp) 🏎️ ☁️ 🍎 πŸͺŸ 🐧 - MCP server for patent search and prior art discovery powered by Google Patents public dataset on BigQuery. Tools: search patents, get full patent details with CPC codes and citations, fetch legal claims text. Free to use.