MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44951
CyranoB
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
N/A N/A 95
44952
malkreide
bag-epl-mcp Claim
Enables natural language queries about Swiss mandatory health insurance coverag…
44953
neuraltanh
MCP server for MariaDB that exposes database schema as resources and provides a…
44954
hello-qgtm
Eversince Claim
Creative agent that plans and executes across image, video, audio, and motion g…
81
44955
pvoo
Enables LLMs to explore BigQuery datasets and tables, run safe read-only querie…
44956 N/A N/A 95
44957
jsoares
baselight Claim
N/A N/A 95
44958 N/A N/A 95
44959
shivankpndy
veil-mcp Claim
A Python framework for building MCP servers with tools and LLM adapters. Enable…
81
44960
Netts-official
MCP server for TRON blockchain integration, enabling AI assistants to check bal…
44961
CSOAI-ORG
faker-ai-mcp Claim
faker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44962
kloudle
Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…
81
44963
adelaidasofia
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…
N/A N/A
44964
aza-ali
MCP server that lets Claude Code fetch web content using real Chrome browsers. …
N/A N/A
44965
pokidyshev
Oura MCP Claim
Provides LLMs with access to Oura Ring health data including sleep metrics, act…
81
44966
popey
grype-mcp Claim
N/A N/A 95
44967
jaenster
Browser automation MCP server for Claude, powered by Puppeteer.
N/A N/A
44968
olo-dot-io
Uni-CLI Claim
Operations substrate for AI agents that use real software: 311 sites/tools, log…
N/A N/A
44969
laoluojuhai
Enables AI assistants to inspect, modify, export, and validate design documents…
N/A N/A
44970
afrozk
An MCP server that enables searching for jobs across Australian platforms (Seek…
44971
wojons
fs-git-mcp Claim
A Git-enforced filesystem MCP server that integrates git with filesystem operat…
N/A N/A
44972
wmh.dirc
custom-agent Claim
N/A N/A 95
44973
xiaobenyang-com
cook-tool Claim
浏览全部可用菜品并快速查看菜单。获取菜品详细介绍,帮你更快做出点餐决策。
N/A N/A 95
44974
wu-yu-pei
Enables two or more Claude Code terminals on the same machine to communicate by…
N/A N/A
44975
Auxin-io
miami_friend Claim
N/A N/A 95
44976
obot-platform
Enables comprehensive management of WordPress sites including posts, users, med…
44977
janwilmake
x-crm Claim
N/A N/A 95
44978
creatorcrawl
CreatorCrawl Claim
It is a social media MCP that allows the user to connect their agents to multip…
44979
mcneel
RhinoMCP Claim
A Rhino MCP Server for AI Agents to create and edit Rhino.
N/A N/A
44980
icloudza
ARM64 trace evidence analysis & cipher algorithm recovery — Claude Desktop plug…
N/A N/A
44981
sk1122
notion Claim
N/A N/A 95
44982
JustVugg
cli-use Claim
Turn any MCP server into a CLI in one command.
N/A N/A
44983
AmeliaMiddleton
An MCP server that wraps The Movie Database (TMDB) API, enabling search for mov…
N/A N/A
44984
Abhigyan-Shekhar
Waggle-mcp Claim 1
Persistent graph-backed conversational memory for AI agents.
N/A N/A 81
44985
pipeworx-io
mcp-chembl Claim
Enables querying ChEMBL drug discovery database for molecules, targets, activit…
44986
iFurySt
👾 Open Computer Use – Open-Source Alternative to Codex Computer Use
N/A N/A
44987
humanjudge
HumanJudge Claim
Human-evaluation infrastructure for AI quality. 25,000+ blind human reviews by …
44988
DevMan57
A local voice interface providing high-performance speech recognition and natur…
N/A N/A 95
44989
kodustech
Kodus OSV Claim
HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_quer…
N/A N/A 95
44990
tsxcorp
Enables interaction with NocoBase CRM platforms via the FlowModels API for mana…
81
44991
chirag127
Provides AI agents with precise, locale-aware date and time data across multipl…
81
44992
loaditoutadmin
MCP server for discovering and installing AI agent skills from Loaditout. Searc…
95
44993
githru
# Githru MCP Server <p align="center"> <strong>A powerful Model Context Prot…
N/A N/A 95
44994
osirishorus
OpenCoffer Claim
Enables querying personal finance data including accounts, transactions, spendi…
44995
pipeworx-io
Virustotal Claim
VirusTotal MCP — file / URL / domain / IP reputation (BYO key)
44996
ssatama
rescuedogs Claim
N/A N/A 95
44997
manteclaw
MCP server for Base L2 DeFi operations with 9 monetized endpoints
N/A N/A
44998
marcelohensantos
garmin-mcp Claim
Exposes Garmin Connect data and workout management to AI agents, supporting too…
N/A N/A
44999
solomonneas
reelgrep-mcp Claim
MCP server for reelgrep - browse and search your local video library from any M…
N/A N/A
45000
subzeroid
lamatok-mcp Claim
MCP server for LamaTok TikTok data API — auto-generates 20+ tools from the live…
Showing 44951–45000 of 45235 servers
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