MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41351
kevinLiJ
An MCP server that enables fetching YApi interface details via a tool, allowing…
41352
ccampora
Enables D365 F\&O development including object creation, modification, deletion…
N/A N/A
41353
context-you-keep
Enables AI-native task management using plain markdown files to create, update,…
81
41354
socfortress
Enables natural language interaction with Velociraptor DFIR through MCP, allowi…
41355
feifeigood
MCP server for E2B code sandbox, enabling creation, management, and execution o…
41356
universal-mcp
Provides a standardized interface for interacting with Contentful's tools and s…
41357
botmonster
Image to SVG Claim
MCP server that converts raster images (PNG/JPG/WEBP) to SVG vector format
N/A N/A
41358
henrikogaard
A local-first MCP server for tracking beer releases on Vinmonopolet, enabling u…
N/A N/A
41359
riccardovietri
A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP s…
41360
found402
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
81
41361
YothisisTroy
Filesys Claim
A Filesystem MCP server that allows an LLM to read and list files from a specif…
N/A N/A 95
41362
askui
IDB-MCP Claim
MCP server to control iOS simulators for automation, enabling device management…
N/A N/A
41363
Gorav22
BlenderMCP Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
N/A N/A
41364
mmaun
sales-agent Claim
Multi-agent sales email generation server that creates, evaluates, and sends pe…
41365
AIWerk
Read-only access to Wise (TransferWise) personal API for profiles, balances, ex…
41366
wpwriter
wpwriter Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
81
41367
kintone
Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
41368
slopweaver
slopweaver Claim
A local-first MCP server that helps Claude Code prioritize your work by searchi…
N/A N/A
41369 N/A N/A 95
41370
akashCF
A bridge that allows AI assistants like Claude to directly query and explore Mi…
81
41371
govping
GovPing Claim
[Free regulatory intelligence](https://govping.org) for AI agents. Search 27,00…
81
41372
keugenek
MCP server for Krea.ai enabling AI image and video generation using models like…
41373
BananaCrystal
Provides AI agents with a wallet and autonomous payment capabilities using stab…
N/A N/A
41374
omattsson
Provides comprehensive Terragrunt documentation, configuration generation, and …
41375 N/A N/A 95
41376
sanchirico
camacho-mcp Claim
Persistent tmux terminal for AI agents — real-time spectating, SSH host-group d…
N/A N/A 95
41377
codependentai
Mind Cloud Claim
Persistent memory infrastructure for AI systems, running on Cloudflare's edge n…
41378
Aiyo28
Xee-mcp Claim
Enables AI assistants to search X posts and read user timelines without API cos…
N/A N/A
41379
VolkanSah
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
41380
kapruka
Kapruka MCP Claim
Free public MCP server for Kapruka.com — Sri Lanka's largest e-commerce platfor…
41381
Lisleabrahams
World-class creative social media content studio, powered by AI.
41382
DrRSatzteil
Enables semantic control and monitoring of openHAB smart home items through nat…
41383
oliverames
Enables AI assistants to interact with YNAB budgets, performing read-only queri…
41384
IsaacCode0107
A simple MCP server that provides a terminal tool for executing shell commands …
81
41385
pawanpanpan
serv Claim
N/A N/A 95
41386
teaguesterling
Fledgling Claim
Provides MCP tools that help AI agents get their bearings in a codebase with un…
N/A N/A
41387
SamuelBrudner
Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…
41388
titilq
lifequo Claim
N/A N/A 95
41389
afreakk
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
N/A N/A
41390
Zeke-777
A Word document processing MCP server that exposes a single tool (docx_process)…
N/A N/A
41391
caubequay010
mcp-proxy Claim
N/A N/A 95
41392
panxiande
A Model Context Protocol server for RSSHub that enables AI assistants to access…
N/A N/A
41393
jtang613
BinAssistMCP Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
81
41394
MCP-Mirror
Searches and fetches real-time documentation for libraries like Langchain, Open…
81
41395
devjourney
Enables AI assistants to control Music Assistant for music search, library brow…
41396
ag2-mcp-servers
jellyfin-api Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
41397
pipeworx-io
mcp-figshare Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
41398
ROHWOOCHUL
test11 Claim
N/A N/A 95
41399
srishtivverma
allai Claim
N/A N/A 95
41400
theYahia
vk-ads-mcp Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
Showing 41351–41400 of 43459 servers
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