MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57801
caewa
scribus-mcp Claim
Enables AI assistants like Claude to control the Scribus desktop publishing app…
57802
accountsalmar
Connects to Odoo ERP to provide comprehensive inventory analysis, including dem…
81
57803
MissingLinkz
MissingLinkz Claim
Campaign link builder & pre-launch validator. Builds UTM links, validates desti…
N/A N/A 95
57804
NG-PR0JECT
mcp-watched Claim
API-first website change detection with native MCP support
57805
AI-Agent-Hub
Enables searching for AI agents by keywords or categories, allowing users to di…
N/A N/A 95
57806 N/A N/A 95
57807
OldFamilyRecipe
Preserve grandma's handwritten recipe cards before they're lost. 13 MCP tools t…
57808
context-engineering
sutra Claim
N/A N/A 95
57809
lucamarien
Enables AI-assisted RAW photo development via RawTherapee CLI, with a visual fe…
N/A N/A
57810
bbb-build
mascope-mcp Claim
World MiniApp reviews and analytics — verified human ratings via World ID
N/A N/A
57811
aswin-sankaranarayanan
Exposes JIRA sprint data as MCP tools and prompts, with mock data and a pluggab…
57812
fbalzan20-07mz
Mila Claim
Mila MCP — Create, read, update docs, spreadsheets, and presentations via AI. C…
81
57813
donleqt
Adds persistent QA state to browser automation, enabling AI agents to maintain …
N/A N/A
57814
clauxel
Paid remote MCP for schema drift checks, approvals, receipts, and release audit…
57815
clauxel
Approval receipts for AI browser purchases.
57816
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
N/A N/A 95
57817
10CG
Generic MCP server exposing Nexusm core capabilities (memory, conversation, kno…
57818
3M1RY33T
Enables AI agents to maintain a structured Markdown or Obsidian memory vault wi…
N/A N/A
57819
lazymac2x
cron-parser Claim
Cloudflare Workers MCP server: cron-parser
57820
monet88
mcp_flutter Claim
N/A N/A 95
57821
SiftingIO
MCP server that provides access to SiftingIO market data, including live prices…
57822
ebartan
Provide a scaffold for building MCP servers with ease. Accelerate development b…
N/A N/A 95
57823
DigbyO
Cultural color intelligence. Every colour anchored to a person, a year, and a c…
57824
sandraschi
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
N/A N/A
57825
kayoMichael
Classifies Bowman Prospects baseball cards using image recognition, provides pl…
N/A N/A
57826
roguedev-ai
Enables AI agents to manage and interact with Kasm Workspaces containerized des…
57827
starbuck93
MCP server for managing Tandoor recipes, meal plans, and shopping lists. Enable…
57828
iflow-mcp
This MCP server simplifies interaction with the ConnectWise Manage API through …
57829
scoritz
Enables AI-powered infrastructure management of JavaScript applications via nat…
81
57830
fogside
wolt-mcp Claim
A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, e…
57831
williamvd4
MCP server enabling LLMs to perform browser tasks via SSE transport, allowing c…
N/A N/A 95
57832
hughsibbele
Canvas Agent Claim
MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
57833
vredrick
n8n-MCP Claim
A Model Context Protocol server that provides AI assistants with comprehensive …
57834
AStheTECH
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
57835
seonwookim92
Enables AI assistants to navigate and populate complex ontologies by transformi…
N/A N/A 95
57836
pipeworx-io
Greynoise Claim
GreyNoise Community MCP — internet scanner classification (free tier with key)
57837
geekjourneyx
Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
N/A N/A
57838
waldell
mcp-yuntrack Claim
Enables parcel tracking via YunTrack, supporting single or batch tracking numbe…
N/A N/A
57839
Applied-Artificial-Intelligence-Eurecat
MCP server for EPANET water-distribution network simulation and scenario analys…
N/A N/A
57840
5queezer
Distill Claim
MCP server that provides a shared team knowledge base by transforming raw input…
N/A N/A
57841
King-Proplan
ProPlan Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
N/A N/A
57842
bird
sandbox-mcp Claim
Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtual…
N/A N/A
57843
stablebaseline
End-to-end agent-managed company brain. Humans and any MCP agent co-author livi…
57844
brianpmccullough
mcp-app-ui Claim
This MCP server provides the current server time through a basic resource and t…
N/A N/A
57845
LuiccianDev
Analyzes Git repository changes and generates conventional, context-aware commi…
N/A N/A
57846 N/A N/A 95
57847
dimasknitto
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
57848
d3hl
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
57849
keadachik
This remote MCP server allows interaction with the Dynatrace observability plat…
57850
tarunjain15
A framework for building hot-loadable MCP tools that feature conversational neg…
81
Showing 57801–57850 of 58579 servers