MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31797
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62151
meimakes
Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…
N/A N/A
62152
lijunjie469
A modular RAG service framework that exposes tools like query_knowledge_hub, li…
62153
nukkerman2000
live2d-mcp Claim
An interactive desktop companion with a Live2D model that can be controlled via…
N/A N/A
62154
rokasklive
Source-code intelligence for agents, powered by OpenGrok and Go.
62155
solomonneas
zeek-mcp Claim
An MCP server for Zeek and Suricata, providing intelligent log parsing, queryin…
N/A N/A
62156
Gigaclank
rs3005p-mcp Claim
An MCP server that lets AI agents control an RS PRO RS-3005P/RS-6005P programma…
N/A N/A
62157
fulcrai
SKP mcp Claim
SkinKnowledgeBase provides source-backed skincare question answering and produc…
62158
nerin81-netizen
mcp-guardian Claim
Privacy firewall for AI agents that scans files, commits, and push URLs to prev…
N/A N/A
62159
amareshwarvarma
Enables interaction with Users and Products through a CRUD service REST API, pr…
81
62160
kanthirayakota-cloud
Enables employees to check leave balance, apply for leave, and view leave histo…
N/A N/A
62161
Open-Scout
OnePager Claim
Create and publish one-pagers and boards for your organization. Upload images f…
N/A N/A 95
62162
yazan4m7
yazan4m7 Claim
N/A N/A 95
62163
Illuminati-Networks
Enables managing Illuminati Networks CDN zones, object storage, and account (in…
62164
ttpears
An MCP server for MediaWiki instances with multi-wiki support, providing full r…
N/A N/A
62165
dhtim135
A lightweight MCP server for personal Microsoft Outlook/Hotmail accounts, enabl…
N/A N/A
62166
sandraschi
blender-mcp Claim
Enables AI-powered control of Blender through natural language, allowing users …
N/A N/A
62167
plurity-ai
plurity-mcp Claim
Unified MCP server for Plurity's Audit (GEO readiness), Toll (agent traffic & l…
62168
madrus
Enables AI assistants to run Vitest tests and analyze code coverage, supporting…
N/A N/A
62169
dhruvshekhawat504-eng
Enables lead management and permission set operations on Salesforce through the…
62170
VictorNain26
An MCP server that enables AI agents to search, retrieve, and curate free stock…
62171
guguborbh
An MCP server for comprehensive video analysis — AI-powered transcription, visu…
62172
idamadam
Botany MCP Claim
Remote MCP server for authoritative plant information from the VicFlora API. En…
62173
l0kifs
Analyzes Python project structure by exploring directory trees, extracting outl…
N/A N/A
62174
vahagn-madatyan
MCP server for managing Juniper Mist networks with AI assistants. Monitor, trou…
62175
hypen-code
Enables AI assistants to interact with ArgoCD APIs through standardized MCP too…
N/A N/A
62176
buddhistrhythm
Enables AI-powered household management including inventory tracking, restock p…
N/A N/A
62177
pipeworx-io
Enables searching and querying Île-de-France open data datasets (transport, env…
62178
Acidni-LLC
Exposes Cannabis Data Exchange Standard (CDES) v1 JSON schemas, reference data …
62179
jude-stiel
nexudus-mcp Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
N/A N/A
62180
DipsySu
tmdb-media Claim
Provides tools for AI clients to scan, match, and scrape TMDB metadata for loca…
N/A N/A
62181
godson
godson_1 Claim
N/A N/A 95
62182
shazforiot
Demo MCP server that provides weather data for cities, with tools to get weathe…
N/A N/A
62183
staffdill
observe-mcp Claim
An MCP server for querying Observe.com logs using OPAL, with tools for dataset …
62184
akashrajpurohit
catchintent Claim
N/A N/A 95
62185
u759
SimosMCP Claim
MCP server for Simos 18.1 ECU tuning that reads, writes, diffs, and validates X…
N/A N/A
62186
AgentX-ai
Enables AI assistants to access Yahoo Finance data including stock information,…
62187
zhang-firmware
Enables reading UART logs from Windows serial ports and sending text to the UAR…
N/A N/A
62188
nebuloss
Stateful radare2 MCP server tailored for reverse-engineering WiFi firmware, wit…
N/A N/A
62189
trendsapi
X trending topics and discussion volume over time. Free key at trendsapi.ai
62190
bestimmaa
roon-mcp Claim
MCP server to control the Roon music player, enabling AI agents to search music…
N/A N/A
62191
kjessie00
Helps users prepare Korean neighborhood inconvenience reports by classifying is…
62192
dev-tahir
An intelligent MCP server that searches for images, labels them, combines them …
62193
gaddario98
react-docs Claim
MCP server providing AI coding assistants with documentation and source code fo…
N/A N/A
62194
TheoGirardin
mcp-lbc Claim
Exposes Leboncoin classified ads to Claude, allowing search with filters and fu…
62195
FerhatDundar
MCP server for the AWS CLI. Read-only by default; single Go binary.
N/A N/A
62196
mithun4elp
Generate engineer-grade SaaS specifications — design systems, database schemas,…
N/A N/A
62197
sathvic-kollu
standup-mcp Claim
Generates daily standup drafts from your actual GitHub, Jira, Linear, and Slack…
N/A N/A
62198
abossard
Enables AI assistants to control a local LedFX instance through natural languag…
N/A N/A
62199
mcneel
RhinoMCP Claim
A Rhino MCP Server for AI Agents to create and edit Rhino.
N/A N/A
62200
inliner-ai
Enables AI coding agents to manage image projects, generate and edit images, an…
Showing 62151–62200 of 66455 servers