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Local MCP analysis for CSV, TSV, Excel, JSON and Parquet: summaries, outliers and relationships.
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Office documents and spreadsheets Official MCP Registry · GitHub MCP Registry · PyPI Local MIT
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MCP server for Gramps genealogy via the Gramps Web API: CRUD, search, merge, timelines, DNA.
0% up · 30 days
Science and research Official MCP Registry · GitHub MCP Registry · PyPI Local Remote MIT
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MCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, recommendations.
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Science and research Official MCP Registry · GitHub MCP Registry · PyPI Local MIT
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Verifiable, release-aware protein evidence workflows over UniProt and linked scientific sources.
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Science and research Official MCP Registry · GitHub MCP Registry · PyPI Local APACHE-2.0
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Your AI research assistant that cites real sources and stays honest
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Science and research Official MCP Registry · PyPI · Go modules Local MIT
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AI code research platform. Search, analyze, and extract insights from any GitHub repository.
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Git and code hosting Official MCP Registry · npm Local 1k a week MIT
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Search, read, annotate, and add to your Zotero research library, local or web.
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Science and research Official MCP Registry · PyPI Local MIT-AND-AGPL-3.0-OR-LATER
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Catch AI-fabricated citations (real DOI + fake title). Retraction, open-access, 10,000+ CSL styles.
100% up · 30 days
Science and research Official MCP Registry · GitHub MCP Registry · npm Local Remote 525 a week MIT
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MCP server for Brazilian Federal Senate open data (legislative, administrative, e-Cidadania).
100% up · 30 days
Government and public records Official MCP Registry · npm Local Remote 510 a week MIT
CR
Crawlforge io.github.mysleekdesigns/crawlforge-mcp-server Web scraping, crawling, deep research & autonomous extraction — 31 MCP tools, clean Markdown/JSON
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Web search and scraping Official MCP Registry · npm Local 341 a week MIT
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IP geolocation, security, ASN, abuse, time zones, astronomy, and user-agent parsing over stdio.
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Utilities Official MCP Registry · GitHub MCP Registry · npm Local 253 a week MIT
SX
Swarm X402 io.github.swarm-agent-operator/swarm-x402-mcp Pay-per-call x402 services from SWARM: repo scans, web research. USDC on Base.
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Git and code hosting Official MCP Registry · npm Local 230 a week MIT
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Source-grounded web research: search, extraction, verification, and browser automation.
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Browser automation Official MCP Registry · PyPI Local MIT
AR
Arxiv io.github.blazickjp/arxiv-mcp-server Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
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Science and research Official MCP Registry · PyPI Local APACHE-2.0
OP
Opik io.github.comet-ml/opik-mcp Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
100% up · 30 days
Model and agent tools Official MCP Registry · PyPI Local Remote APACHE-2.0
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Molecule names or SMILES to 2D structures, reactions, mechanisms, spectra - offline via RDKit.
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Science and research Official MCP Registry · PyPI Local APACHE-2.0
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Pubmed io.github.cyanheads/pubmed-mcp-server Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.
100% up · 30 days
Science and research Official MCP Registry · npm Local Remote 1.9k a week APACHE-2.0
CB
Cid10 Br io.github.SidneyBissoli/cid10-br-mcp MCP Server for Brazilian ICD-10 (DATASUS) - International Classification of Diseases
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Science and research Official MCP Registry · npm Local 3.5k a week MIT
RO
Rotifer io.github.rotifer-protocol/mcp-server Search, compare, and install self-evolving AI Agent Genes ranked by Arena fitness
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Science and research Official MCP Registry · npm Local 65 a week APACHE-2.0
KN
Knowl io.github.dat999zx/knowl Persistent memory for AI agents, for code, research and everyday life. Stale facts retire.
100% up · 30 days
Memory and context Official MCP Registry · npm Local Remote 841 a week APACHE-2.0