"MEGA" matching MCP servers:

Enables interaction with MEGA Hub via MCP, supporting search, file operations, repository management, Space controls, and Jobs for models, datasets, and papers.

Index of Panda Federation public-data MCP tools. Prefer a focused domain server (research / public-funding / leads / web-security); this mega-server is the compatibility surface.

Enables proposing OBO-grounded AVUs for datasets by ranking candidate ontology terms plus a fixed none-of-these anchor with Contrastive LM and deterministic OBO/OLS tools. Records every annotation decision in provenance next to AVU history.

MCP server that exposes 108+ omega-cli OSINT tools for reconnaissance, web analysis, threat intelligence, and reporting, enabling AI assistants to perform comprehensive open-source intelligence tasks.

Enables MCP clients such as Claude, Codex, and Cursor to retrieve Wordstat frequencies, keyword tails, competition data, and Mega-tool reports, and to build or expand semantic cores with budget-capped paid calls and pre-call cost estimates.

Searches and retrieves information from Meta Kaggle dataset, including competitions, discussions, users, and forums, enabling data exploration and analysis through natural language queries.

Enables AI agents to discover NEON ecological data products and sites, check data availability, list and download data files, and generate citations via the NEON Data API.

Enables agents to search, inspect, preview, download, and cite LTER and EDI ecological data packages from the PASTA+ repository, including metadata, entities, citations, change feeds, and provenance. An API key unlocks quality reports, lineage, read counts, and other privileged PASTA endpoints.

Enables agents to search AmeriFlux and FLUXNET eddy-covariance tower sites, check product and year availability, decode FLUXNET variable names and QC flags, and retrieve versioned citations and data-policy obligations. Also supports consented downloads and local previewing of AmeriFlux BASE/BADM, FLUXNET-1F, and FLUXNET2015 FULLSET/SUBSET files.

Enables AI-assisted meta-analysis workflows following Cochrane methodological standards, including importing RevMan data, validation, meta-analysis, forest plots, publication bias assessment, and report generation.

Enables AI assistants to search and retrieve global biodiversity data — species taxonomy, occurrence records, datasets, map tiles, literature citations and controlled vocabularies — through a standard tool interface. It exposes the source's API as dozens of typed, paginated tools that any MCP client can call.

Read-only MCP server that collects Analytics data from the Meta Horizon developer dashboard by intercepting GraphQL queries. It provides tools for status checks, snapshot collection, and reading allowed query results.

Enables AI agents to verify medical-record claims against synthetic FHIR evidence using a deterministic, non-AI verifier. Provides MCP tools for evidence retrieval, claim verification, and benchmark evaluation without requiring real patient data.

Enables AI agents to query Google Trends for search-interest signals, returning stable JSON envelopes with calibrated searches/day estimates, relative comparisons across keywords, related and rising queries, regional interest, and country-level Trending Now data. It also surfaces explicit status and error codes so agents can distinguish partial or failed results from real numbers.

Provides read-only, offline MCP tools to find papers' own code, method chains, and evidence boundaries from a curated knowledge bundle, without executing candidate code or contacting the network.