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MCP servers

Every server in the registry, with its latest security score.

ServerScoreStatus
qsp-mcpio.github.qso-graphv0.1.1Publisher-verified

QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vLLM)

scored
finedata-mcpio.github.quality-networkv0.3.1

FineData web scraping MCP — JavaScript rendering, captcha solving, markdown for AI agents

scored
superlocalmemoryio.github.qualixarv4.2.17

Local-first memory for AI agents: recall with sources, answer checks, documents, mesh, governance.

scored
qnsqyio.github.quantumsequrityv7.2.53

Linux only, local: post-quantum CBOM scan, encrypt to public keys, verify. Takes no secrets

scored
mcp-serverio.github.quizlarv1.0.0Publisher-verified

Voice-led, FSRS-scheduled flashcards from YouTube, PDFs, web, or text. Auto-graded quizzes.

scored
quorumio.github.quorum-dogv1.0.0

Compare AI perspectives with configurable Modes, estimate deliberations, and retrieve run receipts.

scored
scopus-mcpio.github.qwe4559999v0.1.8Publisher-verified

A Model Context Protocol server for the Elsevier Scopus API

scored
crashdxio.github.r00tifyv0.1.0Publisher-verified

Diagnoses Apple .ips crash reports: ranks likely causes with cited evidence, not just a stack trace.

scored
deepseek-search-everywhere-mcpio.github.radoxtechv2.3.0

Web search, page fetching and multi-source research via the DeepSeek Search & Fetch API.

scored
mcp-serverio.github.railwayappv0.1.11Publisher-verified

Official Railway MCP server

scored
railyio.github.railyaiv0.2.0

Raily personal-agent MCP with scoped reads and approved actions.

scored
django-telescopeio.github.raisiqueirav0.1.2Publisher-verified

A Model Context Protocol (MCP) server for Django applications, inspired by Laravel Boost

scored
threecrate-mcpio.github.rajgandhi1v0.2.2

Clean, align, measure and repair 3D scans and meshes; make scans printable as STL.

scored
orionbelt-analyticsio.github.ralfbecherv0.5.0Publisher-verified

Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation

scored
orionbelt-semantic-layerio.github.ralfbecherv0.3.0Publisher-verified

API-first semantic layer MCP server compiling YAML models into dialect-specific SQL

scored
mdreviewio.github.ranawaqas-aiv0.7.0

Human-in-the-loop document review: an agent pushes a draft, a person comments, the agent revises.

scored
chemglyphio.github.random-orbitv0.2.0

Publication-quality chemical structure and reaction rendering for AI agents.

scored
qlib-syncio.github.randyy179v0.1.1

Install, update, and read a local Qlib China A-share daily dataset, with checksums and rollback.

scored
raomusicio.github.raomusicv1.0.0

Generate full songs with vocals, instrumentals and sound effects from text.

scored
cardora-business-assistantio.github.raresvv1.0.0Publisher-verified

Cardora loyalty program analytics for business owners. Customer joins, stamps, rewards, and trends.

scored
transformpipeio.github.raudarlabsv2.2.0

Convert documents to Markdown and back, keep them, and share them as a page with one link.

scored
comparer-mcpio.github.raulkiviv0.2.1

Music-aware, multi-level comparison of two MusicXML files

scored
musicxml-abc-mcpio.github.raulkiviv0.2.2

Converts between MusicXML and ABC notation, so LLMs can read and edit scores

scored
omr-mcpio.github.raulkiviv0.2.2

Converts photos or scans of printed sheet music to MusicXML with optical music recognition

scored
pitch-mcpio.github.raulkiviv0.3.1

Real-time pitch detection and score alignment for a singer, from microphone input

scored

30,026–30,050 of 63,376 servers

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