MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 12 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47751
fukui-yuto
vsphere-mcp Claim
MCP server for VMware vSphere/vCenter operations, enabling natural language con…
— ○ ⏳ — — — — — —
47752
tomjwxf
verify-mcp Claim 1
MCP server for offline verification of signed artifacts — receipts, manifests, …
— ○ ⏳ — N/A N/A — 95 —
47753
cammac-creator
Swiss customs (TARES), FINMA registry & NOGA/NACE/ISIC classifications. 9 MCP t…
— ○ ⏳ — — — — — —
47754
chipsxp
Captures webpage styles and HTML, converts CSS to Tailwind, and applies extract…
— ○ ⏳ — N/A N/A — — —
47755
chrischall
untappd-mcp Claim
An MCP server that interfaces with Untappd's mobile API to search beers, brewer…
— ○ ⏳ — — — — — —
47756
lisamaraventano-spine
First Dollar Claim
A curriculum that teaches AI agents how to spend their own money. Sixteen lesso…
— ○ ⏳ — N/A N/A — — —
47757
D-Ogi
mcp-kdenlive Claim
Enables AI agents to control a running Kdenlive video editor instance via D-Bus…
— ○ ⏳ — N/A N/A — — —
47758
Eazy-Ops
Generates, validates, and manages Cloud Custodian policies across AWS, GCP, and…
— ○ ⏳ — — — — — —
47759
teampolarity
cosmos Claim
MCP server for the cosmos exocortex from Polarity Lab. Read and write your pers…
— ○ ⏳ — — — — — —
47760
lazymac2x
Cloudflare Workers MCP server: embedding-search
— ○ ⏳ — — — — — —
47761
sanjeevkkansal
solfleet Claim
Agent-safe management of independent Solana validators and RPC nodes over MCP a…
— ○ ⏳ — — — — — —
47762
Kubova-com
@kubova/mcp Claim
Lets AI agents pack shipping containers using the Kubova calculator, with tools…
— ○ ⏳ — — — — — —
47763
tomato-ga
webgpt MCP Claim
Local MCP server for Codex to send prompts to ChatGPT Web Pro extension and man…
— ○ ⏳ — N/A N/A — — —
47764
IvanMurzak
Open-source, engine-agnostic MCP server shared by Unity-MCP, Godot-MCP, and Unr…
— ○ ⏳ — N/A N/A — — —
47765
obrien-matthew
mcp-plex Claim
MCP server for Plex Media Server, focused on media discovery, search, library m…
— ○ ⏳ — — — — — —
47766
Type-zero-labs
actual-mcp Claim
Enables agents to read and edit budgets in Actual Budget via natural language, …
— ○ ⏳ — — — — — —
47767
helbertparanhos
Post for Me MCP server with 27 typed tools to publish, schedule, edit, delete a…
— ○ ⏳ — — — — — —
47768
ColOfAbRiX
Blueprint Claim
Blueprint is an MCP server that enables AI assistants to create C4 software arc…
— ○ ⏳ — N/A N/A — — —
47769
vorionsys
MCP server for AI-agent governance using trust scoring, behavioral signals, and…
— ○ ⏳ — N/A N/A — — —
47770
lowbridgee
engram-mcp Claim
An MCP server that enables semantic and keyword search over Claude Code convers…
— ○ ⏳ — N/A N/A — — —
47771
lumerix7
A proxy server that forwards MCP requests to a JetBrains IDE server, with suppo…
— ○ ⏳ — N/A N/A — — —
47772
Afstkla
Converts any OpenAPI/Swagger spec into an MCP server, exposing REST API endpoin…
— ○ ⏳ — N/A N/A — — —
47773
minutojaragua
Preço do m² por bairro em 6 cidades de Santa Catarina, Brasil. Dados abertos do…
— ○ ⏳ — — — — — —
47774
Cubiczan
Connects Off Grid mobile app to Cubiczan's multi-agent intelligence, exposing a…
— ○ ⏳ — — — — — —
47775
developkiko
MCP server for terminal operations and file editing, enabling AI assistants to …
— ○ ⏳ — N/A N/A — — —
47776
misdarmanto
Enables Claude to read and analyze notes from the macOS Notes app, with configu…
— ○ ⏳ — N/A N/A — — —
47777
aryazansev
MCP server for Yandex Delivery API, allowing AI assistants to manage deliveries…
— ○ ⏳ — — — — — —
47778
LiuHao-1443
Stamp it Claim
An MCP server that adds full-screen text or image watermarks to images with int…
— ○ ⏳ — N/A N/A — — —
47779
MRWillisT
PullNexus Claim
GitHub-backed registry and CLI for local AI resources. Search, pull, and submit…
— ○ ⏳ — — — — — —
47780
NahomWondimu
Provides web and local search capabilities via the Brave Search API, with pagin…
— ○ ⏳ — — — — — —
47781
yuzhi-jiang
memos-mcp Claim
Connects to Memos note-taking service to read, write, search, filter, and manag…
— ○ ⏳ — — — — — —
47782
sylphiette269
该MCP服务器使AI助手(如Claude Code、Codex)能够通过桥接目录和CEP面板与Adobe Premiere Pro交互,支持素材扫描、编辑规划…
— ○ ⏳ — N/A N/A — — —
47783
fastmcp-me
mcp-pinecone Claim
Enables reading and writing to a Pinecone vector index, including semantic sear…
— ○ ⏳ — — — — — —
47784
hottersquash
Leanote MCP Claim
Enables interaction with a self-hosted Leanote note service, allowing users to …
— ○ ⏳ — — — — — —
47785
chohyerinn
Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuR…
— ○ ⏳ — N/A N/A — — —
47786
jppeiro90
Exposes the full WhatsApp API via Evolution API, enabling message sending, chat…
— ○ ⏳ — — — — — —
47787
fastmcp-me
Search and download 3D models from Sketchfab using the Sketchfab API.
— ○ ⏳ — — — — — —
47788
hiing
Cloudflare Workers 版 MCP 服务器,提供 CBETA 佛经数据库的搜索与查询工具,支持关键词、典籍、作者等检索功能。
— ○ ⏳ — — — — — —
47789
devdattatalele
Enables AI-powered inbox management with natural language commands through Clau…
— ○ ⏳ — — — — — —
47790
fruggr
A Model Context Protocol (MCP) server that connects LLMs to the Zendesk Support…
— ○ ⏳ — — — — — —
47791
grat-cellpm
Integrates with Google Docs and Gmail to enable document editing and email draf…
— ○ ⏳ — N/A N/A — — —
47792
adibhattar95
A lightweight, plugin-based MCP server for trading and fund analysis using Upst…
— ○ ⏳ — N/A N/A — — —
47793
dataline-xyz
MCP server exposing read-only market data tools for crypto prices, funding rate…
— ○ ⏳ — — — — — —
47794
mandaza
Enables AI assistants to access Canvas LMS course content, including assignment…
— ○ ⏳ — N/A N/A — — —
47795
yuvalsuede
agent-media Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
— ○ ⏳ — — — — 81 —
47796
serifcolakel
A TypeScript-based MCP server that integrates with Swagger/OpenAPI specificatio…
— ○ ⏳ — — — — — —
47797
CronusL-1141
AI Team OS Claim
Turns Claude Code into a self-driving AI company with autonomous CEO, agent tea…
— ○ ⏳ — N/A N/A — — —
47798
Sreya2911
GuardrailAI Claim
An MCP server that evaluates file write requests for sensitive data and complia…
— ○ ⏳ — N/A N/A — — —
47799 — ○ ⏳ — N/A N/A — 95 —
47800
SafeBreach
Bridges AI agents with SafeBreach's Breach and Attack Simulation platform, enab…
— ○ ⏳ — — — — — —
Showing 47751–47800 of 69224 servers
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