MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32101
jude-stiel
nexudus-mcp Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
N/A N/A
32102
zhang-firmware
Enables reading UART logs from Windows serial ports and sending text to the UAR…
N/A N/A
32103
EarthChen
MCP server that establishes feedback-oriented development workflows with dual W…
32104
nebuloss
Stateful radare2 MCP server tailored for reverse-engineering WiFi firmware, wit…
N/A N/A
32105
brocla
Enables AI assistants to perform real network diagnostics on the local machine,…
N/A N/A
32106
gunsnation
The Gunsnation MCP Server is a lightweight integration layer that exposes the G…
32107
RobertAlsop
UK FCA Financial Services Register with cleaning - 19 tools for firm and indivi…
N/A N/A 83
32108
sathvic-kollu
standup-mcp Claim
Generates daily standup drafts from your actual GitHub, Jira, Linear, and Slack…
N/A N/A
32109
zacacollier
Provides real-time cryptocurrency market data from the Kraken Pro exchange, inc…
32110
SSShogunn
Lens MCP Claim
Provides browser-grade web access by rendering pages to markdown, taking screen…
N/A N/A
32111
ampcome-mcps
Enables LLMs to securely execute code and manage reusable tools using Riza's is…
N/A N/A
32112
CepharsBonacci
Provides AI-powered trading analytics and coaching by analyzing historical trad…
N/A N/A
32113
anaseqal
Universal Python code execution MCP server that lets LLMs write and run Python …
N/A N/A
32114
mcneel
RhinoMCP Claim
A Rhino MCP Server for AI Agents to create and edit Rhino.
N/A N/A
32115
abossard
Enables AI assistants to control a local LedFX instance through natural languag…
N/A N/A
32116
NeoNexAI
Integrates Presto construction budgeting software with Claude Code, enabling an…
32117
OrygnsCode
OPA MCP Claim
Author, validate, debug, and explain OPA Rego policies through any MCP-compatib…
N/A N/A
32118
Future-Proof-DS
Exposes PostgreSQL database operations as tools for AI assistants, allowing SQL…
32119
IsaacEryn
A11y Check Claim
Web accessibility scanning (WCAG 2.2 AA + KWCAG 2.2) with Korean remediation gu…
N/A N/A
32120
shuji-bonji
Enables retrieval and full-text search of Japanese National Tax Agency document…
N/A N/A
32121
luiz-santos-it
anki-mcp Claim
Exposes Anki as a set of tools for LLM clients, enabling note creation, search,…
N/A N/A
32122
empezarcero
pov Claim
Enables LLM agents to capture screenshots, control mouse/keyboard, and manage w…
N/A N/A
32123
MHNahib
A stateless MCP server that exposes arithmetic operations (add, subtract, multi…
32124
achmadya-dev
drawio Claim
MCP server for creating and editing diagrams using draw.io. Allows generating d…
32125
GRAMMAC1
error2fix Claim
Provides coding agents with compressed failure context via MCP, reducing the ne…
N/A N/A
32126
facar8719-crypto
Gemini MCP Claim
Connects Claude.ai with Google's Gemini API to generate images and videos using…
32127
ibacher
jira-mcp Claim
A local MCP server that wraps the Jira REST API v3, enabling issue management, …
32128
Sanchita-8756
Tableau MCP Claim
A suite of developer primitives that enable AI applications to integrate with T…
N/A N/A
32129
Mdskun
A production-ready MCP server enabling Claude and other LLMs to perform intelli…
N/A N/A
32130
commune-dev
commune-mcp Claim
Enables AI agents to read, send, and manage email and SMS through Commune's API.
32131
genoxdeveloper
The only MCP that returns license + supply-chain risk + popularity + price in a…
32132
synapseops
Connects AI assistants and agentic frameworks to the Graphor API, enabling grap…
32133
cspenn
karve Claim
Provides persistent semantic memory for Claude Code via local embeddings and si…
N/A N/A
32134
tranhoangtu-it
mcp-figma Claim
Bridges AI clients to Figma Desktop via Plugin API and WebSocket, enabling real…
N/A N/A
32135
xaxixak
Minimal Discord Gateway relay for Claude Code and any MCP client using raw WebS…
N/A N/A
32136
tomelliot
todos-mcp Claim
A todo list manager with MCP integration that enables AI assistants to create, …
N/A N/A
32137
caresolace
MCP server for headless care coordination, providing tools for case-aware provi…
32138
joel6603
Enables Claude to write, compile, and execute formal verification models in All…
N/A N/A
32139
NikkeTryHard
A high-performance MCP server for web fetching in Claude Code using Firecrawl b…
N/A N/A
32140
aidenbmiller26-finanalyst
Enables AI assistants to access real-time stock, crypto, and market index data …
32141
Umoren
Automatically classify and triage GitHub issues using AI to apply labels, post …
N/A N/A 95
32142
cyanheads
Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossr…
N/A N/A
32143
shantoislamdev
Provides programmatic access to Material Web documentation and components for A…
N/A N/A
32144
pipeworx-io
Wraps the Metals-API to provide real-time precious metals data (gold, silver, p…
32145
PhoebusForWork
jira-mcp Claim
This MCP server enables interaction with Atlassian products (Jira and Confluenc…
32146
Nelev
Converts GeoJSON geometries into 3D triangulated meshes using a local LLM (Olla…
N/A N/A
32147
FabianBartschDatenanalyse
Sozio Thin Claim
Enables reproducible analysis of 100 curated Swiss open-data resources by searc…
N/A N/A
32148
friendlygeorge
Multi-engine container and system vulnerability scanning for AI agents. Wraps T…
N/A N/A
32149
alinjfz
A universal fitness intelligence layer for AI assistants like Claude, ChatGPT, …
32150
Mingwei2
data-explore Claim
An MCP server for dataset exploration and analysis, enabling LLM clients to per…
N/A N/A
Showing 32101–32150 of 66549 servers
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