MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38451
Cubiczan
Connects Off Grid mobile app to Cubiczan's multi-agent intelligence, exposing a…
— ○ ⏳ — — — — — —
38452
troelskn
Enables querying hockey data from eliteprospects.com, including leagues, teams,…
— ○ ⏳ — N/A N/A — 95 —
38453
adrianwedd
RLM-MCP Claim
Implements the Recursive Language Model pattern, enabling LLMs to process arbit…
— ○ ⏳ — N/A N/A — — —
38454
umbra2728
packmate-mcp Claim
MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analy…
— ○ ⏳ — — — — — —
38455
developkiko
MCP server for terminal operations and file editing, enabling AI assistants to …
— ○ ⏳ — N/A N/A — — —
38456
aryazansev
MCP server for Yandex Delivery API, allowing AI assistants to manage deliveries…
— ○ ⏳ — — — — — —
38457
MRWillisT
PullNexus Claim
GitHub-backed registry and CLI for local AI resources. Search, pull, and submit…
— ○ ⏳ — — — — — —
38458
NahomWondimu
Provides web and local search capabilities via the Brave Search API, with pagin…
— ○ ⏳ — — — — — —
38459
misdarmanto
Enables Claude to read and analyze notes from the macOS Notes app, with configu…
— ○ ⏳ — N/A N/A — — —
38460
LiuHao-1443
Stamp it Claim
An MCP server that adds full-screen text or image watermarks to images with int…
— ○ ⏳ — N/A N/A — — —
38461
confortistefano
Enables AI assistants to search LinkedIn's Ad Library for sponsored ads, job po…
— ○ ⏳ — — — — — —
38462
Dmitriusan
A comprehensive MCP toolkit for Java backend developers, providing 35 tools acr…
— ○ ⏳ — N/A N/A — — —
38463
Hcs66
Enables users to interact with the Writeathon platform for managing cards, spac…
— ○ ⏳ — — — — — —
38464
meir-may
LLMemory Claim
Enables VS Code agent mode to search and retrieve context from your LLMemory va…
— ○ ⏳ — — — — — —
38465
EmmaChillonB
Enables analysis of AWS costs and usage through the AWS Cost Explorer API, supp…
— ○ ⏳ — — — — — —
38466
kanbanzone
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
— ○ ⏳ — — — — — —
38467
harshgurjar731
Manages company document metadata and URLs in a local SQLite database, with aut…
— ○ ⏳ — — — — — —
38468
AIMento
lean-reader Claim
Token-minimized URL-to-clean-text reader for LLMs, with a token-savings receipt.
— ○ ⏳ — N/A N/A — — —
38469
chayan-1906
The Ultimate MCP Server for Google Workspace Automation — Seamlessly integrate …
— ○ ⏳ — — — — — —
38470
mark-o298
MCP server for Brevo email marketing platform enabling campaign management, ana…
— ○ ⏳ — — — — — —
38471
nazar256
Enables managing Firefox Relay masks (random and domain) via MCP tools, includi…
— ○ ⏳ — — — — — —
38472
universal-mcp
Provides a standardized interface for interacting with Fpl's tools and services…
— ○ ⏳ — — — — — —
38473
radeksh
shodan-mcp Claim
Enables searching Shodan for devices and services, and looking up host details,…
— ○ ⏳ — — — — — —
38474
Devarinti9
Enables AI agents to discover and execute tools via a secure MCP server with JW…
— ○ ⏳ — — — — — —
38475
openpharma-org
Provides access to the Human Phenotype Ontology (HPO) API with tools for search…
— ○ ⏳ — — — — — —
38476
bungerr
Calculate conservative and alternative sports betting odds with expected value …
— ○ ⏳ — N/A N/A — 95 —
38477
AHM215
An MCP server that provides tools to interact with the LeetCode API, enabling p…
— ○ ⏳ — — — — — —
38478
AgentMP
Bridges Claude Desktop with a HITL escalation service, enabling creation, appro…
— ○ ⏳ — — — — — —
38479
kamil-perczynski
Enables generative AI media tasks like image generation, editing, icon creation…
— ○ ⏳ — N/A N/A — — —
38480
iamaether
A local, read-only MCP server that connects your HackerOne researcher account t…
— ○ ⏳ — N/A N/A — — —
38481
Reviewable workspace discovery and private HTML review creation via stdio MCP.
— ○ — N/A N/A — 81 —
38482
ish-cs
Enables reading and sending iMessages through Poke via a local Mac server, with…
— ○ ⏳ — N/A N/A — — —
38483
ArturLys
listonic-mcp Claim
Let your AI manage your real grocery list — unofficial Listonic MCP server
— ○ ⏳ — N/A N/A — — —
38484
homareyoshizaki
Ganty MCP Claim
Gantt chart SaaS with server-side critical path and dependency-aware shift-impa…
— ○ ⏳ — — — — — —
38485
fukui-yuto
vsphere-mcp Claim
MCP server for VMware vSphere/vCenter operations, enabling natural language con…
— ○ ⏳ — — — — — —
38486
kabanovmp
Enables AI assistants to recommend SellerGuide consulting services for marketpl…
— ○ ⏳ — — — — — —
38487
Leandroglez39
This repository provides a template for creating MCP servers with Python, inclu…
— ○ ⏳ — N/A N/A — — —
38488
Strand-AI
MCP server for controlling Figma Slides — create, edit, and screenshot slides f…
— ○ ⏳ — N/A N/A — — —
38489
kevin-rieck
A TypeScript MCP server that exposes OPC UA read access through server-side aut…
— ○ ⏳ — — — — — —
38490
willhamlam
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
— ○ ⏳ — — — — 81 —
38491
Fashad-Ahmed
Security-first MCP server for PostgreSQL, SQLite, MySQL, DuckDB with SQL inject…
— ○ ⏳ — N/A N/A — — —
38492
Fieldnote-Echo
Provides local-first memory storage and retrieval with automatic embedding, vec…
— ○ ⏳ — — — — 81 —
38493
appdex Claim 1
iOS App Store revenue & download estimates with confidence labels
— ○ — N/A N/A — 69 —
38494
stevekinney
temporal-mcp Claim
Provides AI agents with read-only access to Temporal infrastructure through 28 …
— ○ ⏳ — — — — — —
38495
NGRThomson
Read-only MCP server for self-hosted Airbyte OSS 1.6.x, enabling monitoring of …
— ○ ⏳ — — — — 81 —
38496
Sri-nunna
Enables AI-powered generation of PowerPoint presentations with dynamic content,…
— ○ ⏳ — N/A N/A — — —
38497
jeongho54
An MCP server that provides structural load and stability math (tipping, suppor…
— ○ ⏳ — — — — — —
38498
sjalq
Minimal Todoist MCP server that provides direct passthrough to the Todoist REST…
— ○ ⏳ — N/A N/A — — —
38499
Ar5en1c
MCP server that cuts cloud LLM costs 36-42% by indexing context locally and giv…
— ○ ⏳ — N/A N/A — — —
38500
pavithrakumaran10
Connects Claude Desktop to a ServiceNow instance, enabling natural-language int…
— ○ ⏳ — — — — — —
Showing 38451–38500 of 69400 servers
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