MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43201
DeamonDev888
This MCP server enables remote control and management of Claude Code agents, al…
— ○ ⏳ — N/A N/A — — —
43202
so2liu
Enables spawning, interacting with, and capturing screen output from terminal-b…
— ○ ⏳ — N/A N/A — — —
43203
kerbart
A secure MCP server for network diagnostics, providing tools like ping, tracero…
— ○ ⏳ — — — — — —
43204
nayzo
Enables AI assistants to interact with PostgreSQL databases, providing tools fo…
— ○ ⏳ — — — — — —
43205
vassiliylakhonin
Auditable strategic-risk memos for AI agents — sanctions, regulatory, geopoliti…
— ○ ⏳ — N/A N/A — — —
43206
limtsi
Enables natural language automation of Cisco SD-WAN vManage, including device m…
— ○ ⏳ — — — — — —
43207
aspose-cells-cloud
Automates Microsoft Excel spreadsheet creation and editing via MCP tools for an…
— ○ ⏳ — — — — — —
43208
Dayoooun
Enables natural language querying of Korean statistical data from KOSIS, includ…
— ○ ⏳ — N/A N/A — — —
43209
Nobrega-Medtech
Provides over 300 medical calculator tools for AI assistants, supporting eviden…
— ○ ⏳ — — — — — —
43210
abdulhusainahk
KubeWhisper Claim
An AI-DevOps MCP server that gives LLMs read-only-by-default access to Kubernet…
— ○ ⏳ — — — — — —
43211
turanmural
Enables image generation and prompt enhancement within Claude.ai by leveraging …
— ○ ⏳ — — — — — —
43212
Elraian
mcpvault Claim
Local, encrypted credential vault for AI agents that enables secure multi-accou…
— ○ ⏳ — N/A N/A — — —
43213
whitelabel-dev
Exposes file, shell, git, and memory tools from a host Mac to remote Claude cli…
— ○ ⏳ — N/A N/A — — —
43214
itay1709
Enables AI assistants to interact with Atlassian Jira and Confluence, supportin…
— ○ ⏳ — — — — — —
43215
acato
snmp-mcp Claim
An MCP server that wraps the IETF SNMP standard so AI agents can poll any SNMP-…
— ○ ⏳ — — — — — —
43216
friendlygeorge
MCP server for Sentry — error tracking, issues, releases, events, and projects …
— ○ ⏳ — N/A N/A — — —
43217
ifokeev
Airbrowser Claim
Open-source browser automation API with anti-detection for AI agents, web scrap…
— ○ ⏳ — — — — — —
43218
jeongmk522-netizen
Analyzes suspicious messages to detect smishing, messenger phishing, and voice …
— ○ ⏳ — — — — — —
43219
opagani
Enables querying of the Cassini-Huygens mission dataset with tools for listing,…
— ○ ⏳ — — — — — —
43220
AstraBert
scpr Claim
A web scraping CLI tool that converts web pages to markdown and also runs as an…
— ○ ⏳ — N/A N/A — — —
43221
openhoat
aik-mcp Claim
Enables AI agents to discover, read, search, and install Markdown-based knowled…
— ○ ⏳ — N/A N/A — — —
43222
Raffaele86
An MCP server that lets you publish posts to your LinkedIn profile using the of…
— ○ ⏳ — — — — — —
43223
yokonao
Echo tool MCP server that extracts and logs W3C Trace Context from requests to …
— ○ ⏳ — N/A N/A — — —
43224
Fourni-j
An MCP server that gives AI assistants structured access to App Store Connect d…
— ○ ⏳ — — — — — —
43225
itshen
Enables searching arXiv papers and retrieving full paper content as Markdown, w…
— ○ ⏳ — N/A N/A — — —
43226
Docuplete
Docuplete automates document completion for businesses — PDF templates, client …
— ○ ⏳ — — — — — —
43227
malkreide
bag-epl-mcp Claim
Enables natural language queries about Swiss mandatory health insurance coverag…
— ○ ⏳ — — — — — —
43228
lovettbarron
mcp-veggie Claim
Enables tracking of weekly vegetable box deliveries, translating Danish produce…
— ○ ⏳ — — — — — —
43229
jamesbrightmantech-sketch
Integrates Confluence with Claude Desktop, enabling natural language search, co…
— ○ ⏳ — — — — — —
43230
matematicsolutions
MCP server for EU compliance grounding (GDPR, AI Act, DORA, NIS2, eIDAS 2.0, CR…
— ○ ⏳ — N/A N/A — — —
43231
leehom0123
Enables AI agents to SSH into Linux servers, run commands, deploy code, and man…
— ○ ⏳ — — — — — —
43232
Akicoders
Aki Claim
Aki is a local stdio MCP server that gives AI coding assistants durable project…
— ○ ⏳ — N/A N/A — — —
43233
leonluo2008-ops
A universal MCP server that runs creative sub-agents (chapter writer, auditor, …
— ○ ⏳ — — — — — —
43234
annibale-x
mcp-memento Claim 1
An MCP server that provides persistent memory and context management across ses…
— ○ ⏳ — N/A N/A — 95 —
43235
zoho
Provides tools to query Zoho Apptics analytics data (crashes, devices, etc.) an…
— ○ ⏳ — — — — — —
43236
Nas01010101
mnemo Claim
Enables AI agents to have persistent, self-managing memory with bi-temporal sup…
— ○ ⏳ — — — — — —
43237
elekli
MCP server that silently monitors state changes in structured data sources (e.g…
— ○ ⏳ — — — — — —
43238
YawLabs
A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…
— ○ ⏳ — N/A N/A — — —
43239
mimerlxd
Enables semantic search and management of development knowledge including globa…
— ○ ⏳ — — — — 81 —
43240
yonro
XMemo Claim
XMemo is a secure, user-owned memory substrate and context engine for AI agents…
— ○ ⏳ — — — — — —
43241
Ezzeay
mcp-server Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
— ○ ⏳ — N/A N/A — — —
43242
jaykim81
Enables reading and sending Naver Works emails (Korean business email service) …
— ○ ⏳ — N/A N/A — — —
43243
SimoneRecchia
Enables building and previewing Minecraft schematics from natural language desc…
— ○ ⏳ — N/A N/A — — —
43244
valleyboyzz0024-del
Turns web-based AIs into full-powered agents with local PC access, 33 tools acr…
— ○ ⏳ — N/A N/A — — —
43245
davidklemme
MCP server that connects AI agents to calendars, bookings, and scheduling polls…
— ○ ⏳ — — — — — —
43246
fastmcp-me
An MCP server that enables AI assistants to interact with Tenzir, a data pipeli…
— ○ ⏳ — — — — — —
43247
kimhjort
Computes car driving time, distance, and 'leave by' time between places in Denm…
— ○ ⏳ — — — — — —
43248
ericchen1972
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
— ○ ⏳ — — — — — —
43249
Tornike-Peradze
Exposes PostgreSQL database operations as tools for AI assistants, allowing exe…
— ○ ⏳ — — — — — —
43250
ngocdd
proxmox-mcps Claim
Enables AI assistants to manage Proxmox VE infrastructure, including VMs, conta…
— ○ ⏳ — — — — — —
Showing 43201–43250 of 69313 servers
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