MCP Server Quality Scores

Independent quality analysis of 61340 public MCP servers

61340
Discovered
30033
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30651
lukleh
A secure MCP server providing read-only access to Argo CD instances using brows…
30652
Robiton
Provides CLI and MCP server to programmatically access Google NotebookLM, enabl…
30653
pipeworx-io
Enables querying metadata from MyVariant.info, a comprehensive variant annotati…
30654
chigwell
Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse con…
N/A N/A
30655
HA2614
Provides project management capabilities through terminal, web UI, or MCP stdio…
N/A N/A
30656
encoded-evolution
A lightweight MCP server that accepts event envelopes, maps them to configurabl…
N/A N/A
30657
liangming99
Local MCP server for collecting visual review feedback from a live local HTTP p…
N/A N/A
30658
0xksure
Concept-test your product with synthetic consumers, straight from Claude Code. …
N/A N/A
30659
sanchezvivi
A fully local, self-hosted memory server for MCP clients (Claude Code, Cursor, …
N/A N/A
30660
floatDreamWithSong
MCP server that automates WebGAL game development tasks such as resource manage…
N/A N/A
30661
coveyjorjet
MCP Server providing AI agents with tooling for Gerrit code review workflows vi…
30662
mishanefedov
AgentWatch Claim
A terminal live-tail and a browser dashboard — one process, one event stream, s…
N/A N/A
30663
temurkhan13
An MCP server that surfaces scheduled-job state and detects silent failures (ex…
N/A N/A
30664
FayezBast
mcptestingwm Claim
A minimal MCP server for validating connectivity to World Monitor, exposing too…
30665
aderik
bitvavo-mcp Claim
Exposes a Bitvavo crypto exchange account as read-only tools for Claude, allowi…
N/A N/A
30666
rokoss21
Enables interaction with the AstroVisor API through MCP, automatically synced t…
30667
mcpland
mock-mcp Claim
Generates schema-compliant mock data from OpenAPI JSON Schema definitions using…
N/A N/A
30668
fleagne
An MCP server implementation that integrates with Backlog API, enabling project…
81
30669
jameshgordy
Enables AI assistants to perform full CRUD operations on Snipe-IT inventory sys…
30670
rkorablin
Read-only MCP server for self-hosted Confluence that lets AI agents search page…
30671
kimhjort
MCP server that provides household waste collection schedules for Horsens Kommu…
30672
GetHammerpath
MCP server that integrates with ARXsec.io API to execute security scans, compli…
30673
sajadghawami
sevdesk-mcp Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
30674
FS-Yuao
Builds a semantic knowledge graph of C++ code and exposes 9 MCP tools for AI as…
N/A N/A
30675
shacharsol
npmplus-mcp Claim
Enables AI-powered JavaScript package management including search, install, upd…
30676
Umoren
Automatically classify and triage GitHub issues using AI to apply labels, post …
N/A N/A 95
30677
adw0rd
Search and explore a catalog of 2,000+ MCP servers — full-text search, trending…
30678
AgenticAI-Ind
MCP server for personal finance management and investment tracking with real-ti…
N/A N/A
30679
jui-hung-yuan
Controls TAPO L530E smart light bulbs via MCP, supporting on/off, brightness, a…
N/A N/A
30680
modao-dev
Enables HTML code generation from design descriptions, detailed design specific…
30681 N/A N/A
30682
ssdavidai
mssql-mcp Claim
Enables AI assistants to interact with MSSQL databases through natural language…
30683
kinhunt
A Model Context Protocol (MCP) server that provides access to Twitter data thro…
N/A N/A
30684
r9drig-tech
Enables controlling Power BI with AI through natural language commands for crea…
30685
SamyiHu
mcp-uart Claim
Enables AI agents to communicate with UART/serial devices, offering tools for p…
N/A N/A
30686
fernandoabolafio
repobase-mcp Claim
MCP server for indexing and searching Git repositories with AI. Enables tools l…
N/A N/A
30687
hyeonseo2
MCP server that provides tools to query Korean financial products (savings, dep…
30688
IamFreak10
mcpv3e Claim
A simple MCP server with hello and echo tools, built using the MCPize framework.
30689
jashwanth0712
An MCP server that gives Claude Code and Cursor the ability to generate and edi…
30690
kynto2001
AI-powered XRPL wallet risk scoring. Score any wallet before you move money — p…
N/A N/A
30691
toolprint
superego-mcp Claim
Superego MCP is an intelligent tool-call review system for AI agents that provi…
30692
mcp-tool-shop-org
A text-to-speech MCP server with 48 voices across 9 languages, supporting emoti…
N/A N/A
30693
jmvigueras
MCP server for managing Fortinet FortiAppSec (WAF as a Service) via AI agents. …
30694
kikakika
testweather Claim
N/A N/A 95
30695
smspgh
Enables comprehensive Windows process and service management with secure UAC el…
N/A N/A 95
30696
capitalparser
kreports Claim
Enables investors and analysts to query Korean listed companies' financial heal…
30697
yahiaklk
kothar Claim
Context-aware MCP server advisor. Tells you what to install for your specific p…
N/A N/A
30698
Mr-Tomahawk
An MCP server that allows Claude Code to interact with the OpenAI Codex CLI.
N/A N/A
30699
kkoba23
Enables Claude Desktop/Code to read and edit Poranos AI NPC scenarios and conve…
30700
artemreva-hub
basic-react Claim
Provides a get-time tool with a linked React UI for displaying the current time.
Showing 30651–30700 of 61340 servers
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