MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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gpa calculator mcp server. Works offline, no account. Calculate GPA, CGPA and SGPA, a weighted GPA, weighted grades and final grades. Plan a target grade and target GPA, find out what grade you need on the final, convert letter grades and translate a GPA
npm MIT -
MCP server for Gradescope: let AI agents grade with rubrics, review regrades and manage assignments, with every write previewed and approved (74 tools)
MIT ★ 8 -
Free GPA and grade math server for AI apps. GPA, what you need on the final, weighted grades, target GPA.
npm MIT -
canvas-mcpgithub.com/a-ariff/canvas-mcpupdated this year
Canvas LMS MCP server - query courses, assignments, grades and more
MIT -
assimilate-mcpgithub.com/amac-roguelabs/assimilate-mcpupdated this year
MCP server for Assimilate Live FX / SCRATCH — control professional color grading software with AI
npm Elastic-2.0 -
MCP server for Kdenlive: AI-driven video editing, effects, and color grading with MLT and FFmpeg
Apache-2.0 -
Evidence-graded scientific literature search for AI agents — multi-database (PubMed, Europe PMC, ChinaXiv, RussiaRxiv), built for medical, clinical and supplementation research.
npm MIT -
Evidence-graded scientific literature search for AI agents: an MCP server for PubMed, Europe PMC, ChinaXiv and RussiaRxiv.
MIT -
MCP server for Brightspace (D2L). Check grades, due dates, assignments, announcements, syllabus, rosters and more via Claude, ChatGPT, Cursor, Windsurf, or any MCP client.
npm MIT -
@mtgibbs/canvas-lms-mcpgithub.com/mtgibbs/canvas-lms-mcpupdated this year
Canvas LMS MCP (Model Context Protocol) server for AI assistants. Query student grades, assignments, and academic data through Claude or other MCP-compatible AI tools.
npm MIT -
@kopern/mcp-servergithub.com/berch-t/kopernupdated this year
Kopern MCP Server — 32 AI agent tools for Claude Code, Cursor, Windsurf, and any MCP client. Build, test, grade, and deploy AI agents from your terminal.
npm MIT -
mcp-canvas-lmsgithub.com/DMontgomery40/mcp-canvas-lmsupdated this year
Version 2.2 - 54 tools available - an MCP server for interacting with the Canvas LMS API. This server allows you to manage courses, assignments, enrollments, and grades within Canvas.
★ 104 -
Independent GPU rig grading: free preflight check, paid x402 grade, MCP server
pypi Apache-2.0 -
meok-vehicle-handover-mcpgithub.com/csoai-org/meok-vehicle-handover-mcpupdated this year
Vehicle handover compliance — NAMA Vehicle Grading, BVRLA Fair Wear & Tear, photographic POD validation, RHA liability cap, BVRLA DRS dispute pack. For UK car-transport operators. Avoids ~£8k/mo chargebacks on a 100-vehicle fleet. By MEOK AI Labs.
pypi MIT -
The free, open-source video editor your AI agent can drive. Editing, color grading, audio and motion design, with 126 tools for Claude Code, Codex, Gemini and any MCP client. Qt 6 + MLT, GPL v3. Made in Dakar.
GPL-3.0 ★ 1 -
🚀 MJOS v2.5.6 - Enterprise-Grade AI Operating System with Enhanced MCP Support & Bug Fixes. Perfect for Claude Desktop, Cursor, VS Code, and Augment. Features: Intelligent Memory System, Team Collaboration, Fixed MCP Tool Context Binding, Zero Resource L
npm MIT -
kbot-financegithub.com/isaacsight/kbot-financeupdated this year
Audit-grade AI infrastructure for AI agents in regulated industries. Content-addressed envelopes, hash-chained audit log, jurisdiction-aware regulatory verifier, MCP server. The AI Intelligence Layer never produces the number — engines do.
NOASSERTION ★ 1 -
A-D grades for MCP servers: look one up, check your MCP config, find graded alternatives.
npm MIT -
Grade MCP tool definitions for agent-readiness: score, A–F grade, concrete fixes and estimated token cost.
MIT -
Google Classroom MCP server for students. Read only access to Google Classroom courses, assignments, due dates, missing work, grades and announcements. Works with Claude, ChatGPT, Cursor and other AI apps.
npm MIT -
playgroundgithub.com/mcpscanner/playgroundupdated this year
Public, intentionally-vulnerable + hardened demo MCP server for testing mcpscanner. /error (Grade F), /success (Grade A), /random.
Apache-2.0 -
Crucible MCP server: exposes both tracks' tools over stdio, covering Track B prose grading and Track A pixel-art sprite grading.
npm MIT -
T3rnel Market Pulseno update data
Evidence-graded index of where autonomous AI agents can earn: agent-work lanes with A/B/C/F grades, should-I-bid advice, hash-chained evidence, live agent jobs. 10 read-only tools, free without a key.
smithery -
A blind, sealed LLM-judge panel: the author never grades their own work, and every way to re-roll a grade is refused by code.
Apache-2.0 -
Every result is an on/near-market residential listing that the Scalogy RE Listing Analyzer has graded for a chosen investment strategy. Each deal includes an estimated After-Repair Value (ARV) from a live comparable-sales set, gross spread and margin, a letter grade, days-on-market, comp count, an ARV-confidence score, and the source listing URL.
MIT -
Commercial-grade search quality. Zero keys. Zero bills.
pypi MIT -
wbgapi360github.com/maykolmedrano/mcp_wbgapi360updated this year
Enterprise-grade World Bank Data Client for Humans & AI (MCP)
pypi MIT -
dynamic-mcpgithub.com/mcpland/dynamic-mcpupdated this year
A production-grade dynamic MCP server for Node.js
MIT ★ 1 -
An enterprise-grade Model Context Protocol (MCP)
GPL-3.0 ★ 1 -
Production-grade MCP gateway for the Kwork freelance marketplace
pypi MIT -
Production-Grade WHMCS MCP Server — connect Claude, ChatGPT & Cursor to your WHMCS billing system
NOASSERTION ★ 4 -
autowiki-mcpgithub.com/izhengnan/autowiki-mcpupdated this year
Industrial-grade code Wiki auto-generation engine (MCP Server + Claude Code Skill)
★ 3 -
An Enhanced Enterprise-grade Binance MCP server.
Apache-2.0 ★ 1 -
@gsxrchris/claude-memorygithub.com/cbuntingde/claude-memoryupdated this year
Enterprise-grade Claude Memory MCP Server - persistent, intelligent memory for Claude Code
npm MIT -
revulagithub.com/president-xd/revulaupdated this year
A fully functional and production-grade reverse engineering MCP Server
GPL-3.0 ★ 88 -
Production-grade Coolify MCP Server — manage Coolify infrastructure via Model Context Protocol
npm MIT -
prismmeta-mcp-serverupdated this year
Enterprise-grade MCP server for AI trust layer and verification
npm MIT -
strategy-mcpgithub.com/sohaibt/strategy-mcpupdated this year
Professional-grade product strategy frameworks as MCP tools
pypi MIT -
MCP server for EduPage (edupage.org): timetables, homework, grades, messages, absences and canteen menus
MIT ★ 1 -
discord-opsgithub.com/bookedsolidtech/discord-opsupdated this year
Agency-grade Discord MCP server with multi-guild project routing
npm MIT -
mcp-agent-skillsgithub.com/aasm3535/skills-mcp-serverupdated this year
Enterprise-grade MCP server for dynamic Agent Skills execution and management.
npm MIT -
A robust, production-grade Model Context Protocol (MCP) Supervisor for advanced context/resource/tool management.
★ 2 -
Production-grade Google Sheets MCP server — 25 tools, 410 actions, TypeScript strict mode
MIT -
Production-grade AutoCAD MCP server — COM API + ezdxf dual engine
pypi MIT -
A secure Model Context Protocol server for Canvas LMS courses, assignments, grading, and communication.
npm MIT -
MCP server for Moodle: courses, materials, assignments, deadlines, grades, quizzes and forums for AI agents
MIT -
Code-search MCP server for AI agents: compiler-grade precision, minimal tokens.
npm Apache-2.0 -
Enterprise-Grade Model Context Protocol (MCP) Python Server with Claude AI Integration
Apache-2.0 ★ 1 -
telemetryflow-go-mcpgithub.com/telemetryflow/telemetryflow-go-mcpupdated this year
Enterprise-Grade Model Context Protocol (MCP) Golang Server with Claude AI Integration
Apache-2.0 ★ 1 -
canvas-lms-mcpgithub.com/mtgibbs/canvas-lms-mcpupdated this year
MCP server connecting Claude to Canvas LMS for querying grades, assignments, and academic data
MIT -
Production-grade Python MCP server for the Unraid GraphQL API
Apache-2.0 -
vaultmapgithub.com/cognis-digital/vaultmapupdated this year
Personal asset & account inventory — estate-planning-grade encrypted
NOASSERTION -
codescan-mcpgithub.com/yifanyifan897645/codescan-mcpupdated this year
MCP server that scans your codebase: TODOs, complexity, file stats, dependencies, health grade. Zero config.
MIT -
atomicapis-mcp-servergithub.com/Benzene66/atomicapis-mcp-serverupdated this year
MCP server with 17 production-grade micro-API tools for AI assistants
MIT ★ 1 -
chiron-common-core-standardsgithub.com/JovannyEspinal/chiron-common-core-standardsupdated this year
MCP server exposing US Common Core ELA standards (grades 2-4) as lookup tools for LLM agents
Apache-2.0 ★ 1 -
ssltriagegithub.com/cognis-digital/ssltriageupdated this year
Grade TLS config (protocols/ciphers/expiry) from openssl/sslyze output
NOASSERTION -
Free read only Moodle server for AI apps. Due dates, assignments, grades and announcements.
npm MIT -
Your Moodle as MCP tools for Claude: deadlines, course files, grades, announcements. Plus a moodle CLI.
MIT ★ 2 -
High-performance coding agent toolkit MCP server — IDE-grade code intelligence for LLMs
MIT ★ 27 -
briefkit-mcp-servergithub.com/mithun4elp/briefkit-mcp-serverupdated this year
BriefKit — Engineer-grade specs for AI-built SaaS. 14 files. $9. briefkit.online
MIT ★ 1