MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54251
mikakoivisto
An MCP server for managing Apple Reminders via remindctl on macOS, integrating …
— ○ ⏳ — N/A N/A — — —
54252
ZZtopBR
An MCP server enabling video processing via natural language: transcription wit…
— ○ ⏳ — N/A N/A — — —
54253
cornelcroi
Enables users to ask questions about their spreadsheets in plain English and re…
— ○ ⏳ — N/A N/A — 95 —
54254
hwruchan
Enables management and querying of Sangmyung University schedules, meal plans, …
— ○ ⏳ — — — — 81 —
54255
famtong8-dev
Python MCP server for vector search using Qdrant vector database and Ollama emb…
— ○ ⏳ — — — — — —
54256
karolswitala
Syncs and retrieves daily nutrition data (meals and macros) from Fitatu via MCP…
— ○ ⏳ — — — — — —
54257
Abernaughty
Enables semantic code search over a local codebase using Qdrant vector embeddin…
— ○ ⏳ — N/A N/A — — —
54258
TomMaSS
PRDforge Claim
Enables Claude to read and write product requirement documents section by secti…
— ○ ⏳ — — — — — —
54259
antonio-mello-ai
mcp-airflow Claim
Manage Apache Airflow through its REST API — list DAGs, inspect DAG runs and ta…
— ○ ⏳ — N/A N/A — — —
54260
fr1pp
nexus-mcp Claim
A local MCP server for Nexus Mods mod discovery and research, backed by the v2 …
— ○ ⏳ — — — — — —
54261
yuruotong1
autoMate Claim
A personal AI assistant server that provides MCP tools for notes, files, remind…
— ○ ⏳ — — — — — —
54262
pepuscz
Enables extraction and analysis of candidate profiles from Recruitee recruitmen…
— ○ ⏳ — — — — — —
54263
matipojo
Enables live preview of Storybook components inside the IDE as the AI edits the…
— ○ ⏳ — N/A N/A — — —
54264
ChharithOeun
Provides efficient knowledge-graph queries and unrestricted shell delegation fo…
— ○ ⏳ — N/A N/A — — —
54265
rcgeorge
ObsidianMCP Claim
Enables Claude to interact with an Obsidian vault via the Local REST API plugin…
— ○ ⏳ — N/A N/A — — —
54266
fzthiait-ai
Query the official Spanish medicines database (AEMPS CIMA) for authorized medic…
— ○ ⏳ — — — — — —
54267
syndicalt
zaxy Claim
Event-sourced agent memory on a hash-chained append-only log with an embedded t…
— ○ ⏳ — N/A N/A — — —
54268
codelev
An MCP server that enables AI to manage parties (companies and individuals) in …
— ○ ⏳ — — — — — —
54269
CNSLabs
MCP server for defining, validating, deploying, and operating Shodai machine-re…
— ○ ⏳ — — — — — —
54270
erik-saltwell
dtrpg-mcp Claim
Enables searching your DriveThruRPG library and the public catalog for tabletop…
— ○ ⏳ — — — — — —
54271
chris
smitheryfy Claim
— ○ ⏳ — N/A N/A — 95 —
54272
hangboss1761
Enables specification-driven development workflows for AI editors by managing s…
— ○ ⏳ — N/A N/A — — —
54273
e0ipso
Enables AI assistants to interact with Drupal sites through MCP tools, with aut…
— ○ ⏳ — — — — — —
54274
lukehanner
An MCP server that exposes futures prop firm data and personalized recommendati…
— ○ ⏳ — — — — — —
54275 — ○ ⏳ — N/A N/A — 95 —
54276
uzochukwuV
Enables AI agents to pay for protected HTTP resources using Stellar USDC via th…
— ○ ⏳ — N/A N/A — — —
54277
stxkxs
loupe Claim
Unifies five public US-government drug datasets into a single sourced page per …
— ○ ⏳ — N/A N/A — — —
54278
JossBen
A Model Context Protocol (MCP) server that learns from your video editing behav…
— ○ ⏳ — N/A N/A — — —
54279
ErikThiart
SIMcloud Claim
SIMcloud is a hosted South African MCP server for wallet balance checks, networ…
— ○ ⏳ — — — — — —
54280
guillem-gelabert
Provides integration with the Daily Time Tracking API, allowing users to get us…
— ○ ⏳ — — — — — —
54281
xhusnain
A smart, self-maintaining memory system for Claude Code that persists across ma…
— ○ ⏳ — N/A N/A — — —
54282
jeffmm
A Slack MCP server that gives AI assistants tools to read, search, and interact…
— ○ ⏳ — N/A N/A — — —
54283
mind-protocol
mind-mcp Claim
An MCP server that gives AI citizens access to a shared knowledge graph governe…
— ○ ⏳ — N/A N/A — — —
54284
luxxon-dev
Luxxon Claim
On-demand live vision MCP for AI agents — open a session at a lat/lng, receive …
— ○ ⏳ — N/A N/A — — —
54285
bl00dclot
gsap-mcp Claim
A static code generation server for GSAP animations. It provides 18 tools to ge…
— ○ ⏳ — N/A N/A — — —
54286
vdeeplearning
Enables interaction with synthetic NIH-style clinical research data through too…
— ○ ⏳ — N/A N/A — — —
54287
foxisyw
AI-powered cryptocurrency trading assistant for OKX exchange, featuring a multi…
— ○ ⏳ — — — — — —
54288 — ○ ⏳ — N/A N/A — 95 —
54289
KalshuCodes
DevRev MCP Claim
An unofficial MCP server for DevRev integration, enabling AI assistants to sear…
— ○ ⏳ — — — — — —
54290
TopEase-AI
提供全球238个国家/地区的进出口贸易数据查询,支持按企业名称、产品关键字、HS编码等多维度联合搜索。
— ○ ⏳ — — — — — —
54291
bbb-build
mascope-mcp Claim
World MiniApp reviews and analytics — verified human ratings via World ID
— ○ ⏳ — N/A N/A — — —
54292
BrandKity
Enables AI agents to create, manage, and publish brand kits with colors, typogr…
— ○ ⏳ — N/A N/A — 95 —
54293
schwarztim
gobuster-mcp Claim
A Model Context Protocol (MCP) server for Gobuster that enables AI assistants t…
— ○ ⏳ — — — — — —
54294
Node804
MCP server for reading Claude Code session history from the local filesystem, e…
— ○ ⏳ — N/A N/A — — —
54295
cktbarking
Enables searching academic papers on Semantic Scholar and downloading their PDF…
— ○ ⏳ — — — — — —
54296
elfensky
apple-mcp Claim
A unified MCP server for macOS native apps, currently supporting Calendar and R…
— ○ ⏳ — N/A N/A — — —
54297 — ○ ⏳ — N/A N/A — 95 —
54298
Elzehorn
MCP server for VkusVill grocery store, enabling product search, details retriev…
— ○ ⏳ — — — — — —
54299
pipeworx-io
data-gov-sg Claim
Enables access to Singapore government open data and real-time environment/tran…
— ○ ⏳ — N/A N/A — — —
54300
zexiro
waitloop Claim
Enables agents to create hosted waitlist pages with referral ranking, email cap…
— ○ ⏳ — — — — — —
Showing 54251–54300 of 69153 servers