A
licenseA
qualityC
maintenanceAn MCP server that extracts fields from documents and holds uncertain extractions for human review, ensuring high confidence data flows automatically while uncertain cases are resolved manually.
3
MIT
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"How to review merge requests in GitLab" matching MCP servers:
- AlicenseCqualityCmaintenanceEnables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.72MIT
- Flicense-qualityBmaintenanceA multi-agent literature review pipeline that uses specialized agents to research, peer-review, and synthesize academic and practitioner perspectives into grounded reports.
- Alicense-qualityDmaintenanceAn academic paper management tool that enables multi-source research searching, batch PDF analysis, and the generation of comprehensive, cross-literature reviews. It features intelligent token compression and quality evaluation to streamline the literature review workflow for researchers.1224MIT
- Flicense-qualityBmaintenanceRead-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.1
- Flicense-quality-maintenanceAutomates carbon credit project registration document review, transforming 6-8 hour manual reviews into 60-90 minute guided workflows with automated document discovery, evidence extraction, cross-validation, and compliance report generation.
- Alicense-qualityDmaintenanceConverts PDF files to text for use with MCP-compatible applications like Cursor IDE.MIT
- Flicense-qualityAmaintenanceSourced product prices, dated price history, specs and independent-test coverage across 4,764 hardware products and 2,064 software vendors — every figure returned with its source URL and the date it was captured. Unknown values come back as null rather than a guess, so an agent can cite what it surfaces.
- AlicenseAqualityDmaintenanceEnables searching and retrieving Sri Lankan business reviews and doctor profiles from Review Guru, with tools for listings, reviews, search, and categories.6MIT
- AlicenseAqualityAmaintenanceAn MCP server that connects LLMs to CERN GitLab to discover and analyze High Energy Physics code, documentation, and analysis examples. It provides 14 tools for repository browsing, dependency parsing, and CI/CD configuration analysis.154AGPL 3.0
- AlicenseBqualityFmaintenanceSearch and retrieve academic papers from arXiv and DBLP databases, with AI-powered prompts to generate comprehensive research summaries, discover related topics, and identify leading authors in any field.22MIT
- AlicenseAqualityCmaintenanceReal human judgment as agent tools -- an AI agent can ask a question and get back a structured, schema-validated JSON answer from a real quality-scored human. 16 response types (yes/no, ratings, rankings, A/B tests, sentiment, image/video/audio review, voice/video/photo capture). Fully programmatic signup with a $5 free trial credit, no card required.7120MIT
- AlicenseAqualityCmaintenanceThis project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.82MIT
- Alicense-qualityCmaintenanceEnables Claude Code to convert PDF files to high-quality PNG images, download academic papers, and batch process PDFs with automatic folder organization.MIT
- Alicense-qualityDmaintenanceConverts Digital Object Identifiers (DOIs) to BibTeX format using the official DOI content negotiation API, enabling users to quickly generate bibliography entries for academic papers.MIT
- Alicense-qualityCmaintenanceEnables searching and retrieving UK research grants, award values, institutions, and publications from the UKRI Gateway to Research API without authentication.18MIT
- FlicenseAqualityCmaintenanceAn MCP server for the Zotero Web API v3 that lets you search, read, and write items, collections, tags, and notes in a Zotero library, supporting literature-review workflows.9
- AlicenseAqualityAmaintenanceMCP server enabling AI agents to search and retrieve evidence reviews from evipedia.ai on health and longevity interventions, and to suggest new interventions for review.71181MIT
tracetify-mcpofficial
AlicenseAqualityBmaintenanceMCP server for Tracetify — trace how any product actually grew, without leaving Claude Code or Cursor.451MIT- AlicenseAqualityCmaintenanceTrack how your brand appears in AI-generated answers across ChatGPT, Perplexity, and other AI models. Analyze visibility, sentiment, citations, and domain rankings with 31 tools — including analytics reports, chat inspection, query analysis, and full CRUD for brands, prompts, tags, and topics.17822MIT