MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29743
Scored
2112
Verified
16952
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16751
Bumblebiber
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loade…
F 25 54 72 71 N/A 67 88 86
16752
DLHellMe
Telegram MCP Server Claim 1 2
A Model Context Protocol server that enables Claude to interact with Telegram c…
F 25 55 79 66 52 77 89
16753
fengfengsu
e代驾 MCP Server Claim 1
A service that provides complete driver-for-hire functionality based on e代驾 ope…
F 25 55 50 42 23 74 93
16754
mashriram
Azure MCP Server Claim 1 2
This server implements the Model Context Protocol for seamless interaction with…
F 25 54 84 65 N/A 40 89 99
16755
PranaytheSingh
Relentless MCP Server Claim 1 2
Enables AI assistants to read from and write to Notion databases through the Re…
F 25 55 84 75 31 80 98
16756
eesb99
Provides read-only access to Microsoft 365 services including SharePoint, OneDr…
F 25 55 94 56 45 76 91
16757
markswendsen-code
LinkedIn MCP Server Claim 1 3
An MCP server for LinkedIn automation that enables users to search for jobs, re…
F 25 55 75 65 30 74 100
16758
Bbadhub
Prepcast MCP Claim 1
A comprehensive framework for building and deploying commercial MCP servers wit…
F 25 55 88 41 27 80 95
16759
runkids
PackageFlow Claim 1 2
A visual DevOps hub for npm scripts, Git, workflows, and deploy — controllable …
F 25 54 78 65 N/A 76 90 62
16760
devops-vesi
DevOps MCP Claim 1 2
An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori…
F 25 55 51 68 53 76 92
16761
jackdark425
aigroup-mdtoword-mcp Claim 1 2
本地 Markdown 到 Word 文档转换工具,支持最新 MCP 协议特性、完整的页眉页脚页码功能、增强的表格功能、数据导入和数学公式支持,修复本地相对路…
F 25 55 80 100 N/A 58 90 56
16762
GetSpines
spines Claim 1
Access book collections, reading lists, and bookshelf recognition from AI assis…
F 25 55 76 0 N/A 76 71 99
16763
Azhar-obenan
Obenan MCP Server Claim 2
A simple note storage and management system that allows users to add, access, a…
F 25 54 78 66 N/A 21 88 91
16764
MladenSU
cli-mcp-server Claim 1
Command line interface with secure execution and customizable security policies
F 25 54 96 65 N/A 51 88 95
16765
boettiger-lab
DuckDB MCP Server Claim 2
Enables AI assistants and IDEs to execute SQL queries on local DuckDB databases…
F 25 55 84 58 56 74 100
16766
pinkpixel-dev
taskflow-mcp Claim 2
A task management Model Context Protocol (MCP) server that helps AI assistants …
F 25 55 88 65 N/A 70 87 87
16767
aakankshagupta18
A comprehensive learning project demonstrating MCP server implementation with t…
F 25 55 90 62 24 80 95
16768
xiandan-erizo
Confluence MCP Server Claim 1 2
An MCP server that enables searching and retrieving content from Confluence doc…
F 25 55 27 31 21 78 89
16769
detailobsessed
codereviewbuddy Claim 1 2
MCP server that helps AI coding agents interact with AI code reviewers on GitHu…
F 25 54 96 71 N/A 88 90 86
16770
beomzh
hwpConverMdMCP Claim 1 2
An MCP server that enables LLMs to convert HWP and HWPX documents into Markdown…
F 25 55 45 61 40 82 83
16771
handaas
Provides comprehensive building and office address information queries for ente…
F 25 66 60 35 0 19 74 62
16772
newbpydev
VS Code extension that exposes diagnostic problems via Model Context Protocol (…
F 25 54 84 68 N/A 80 90 92
16773
EgzonArifi
Povio Worklog MCP Server Claim 1 2
Automates the generation of professional worklogs by analyzing git commits with…
F 25 55 90 57 53 80 95
16774
MOHAMAD-ZUBI
Enables AI assistants to search for business leads using FlashLeads' web harves…
F 25 55 84 66 39 80 93
16775
concierge-hq
concierge Claim 1 2
🚀 Universal SDK for building next-gen MCP servers
F 25 54 92 32 N/A 67 90 96
16776
juanisidoro
securecode-mcp Claim 1 2
Secrets vault for Claude Code with audit logs, MCP access rules, and AES-256 en…
F 25 55 76 0 47 74 94
16777
s3cr1z
jina-ai-mcp Claim 1 2
mcp.jina.ai/sse
F 25 66 92 92 100 50 80 100
16778
rishabh17081
Provides integration with PayPal's Account Updater service, enabling merchants …
F 25 55 70 35 40 74 79
16779
piplabs
Story SDK MCP Server Claim 1
Provides tools for managing IP assets and licenses, interacting with the Story …
F 25 55 90 41 49 77 93
16780
yarmijosp94
Evaluar MCP Server Claim 1 2
Enables users to manage and launch eTalent recruitment processes on the Evaluar…
F 25 55 84 63 27 80 99
16781
ampcome-mcps
Enables AI assistants to use Apify Actors as tools to perform specific tasks li…
F 25 55 78 42 N/A 54 80 91
16782
mbeato
apimesh Claim 1
74 paid web-analysis APIs (SEO, security, TLS, DNS, email) as MCP tools. USDC v…
F 25 55 78 51 N/A 34 80 100
16783
markswendsen-code
opentable Claim 1 3
MCP server for OpenTable - let AI agents book restaurant reservations and manag…
F 25 54 75 68 N/A 32 87 100
16784
HeshamFS
mcp-tool-factory Claim 1 2
Generate MCP servers from natural language, OpenAPI specs, or database schemas.
F 25 54 100 33 N/A 75 68 91
16785
peancor
Moodle MCP Server Claim 1 3
An MCP server that enables LLMs to interact with Moodle platforms to manage cou…
F 25 55 63 68 51 80 93
16786
shunkus
Mochi MCP Server Claim 1
Enables AI assistants to create and manage Mochi Cards flashcards, including ca…
F 25 66 94 66 0 32 80 95
16787
zach-snell
jtk Claim 1
Jira CLI & MCP Server — dual-mode Go binary for Jira Cloud with 9 tools, 4 prom…
F 25 55 72 70 66 77 40
16788
meshpop
wire Claim 1
WireGuard mesh VPN management MCP — configure peers, manage tunnels, monitor co…
F 25 54 90 63 N/A 47 87 99
16789
funchs
Enables integration with iFlytek's SparkAgent Platform to invoke task chains an…
F 25 55 96 60 47 71 88
16790
utkarshagar2121
KiteMCP Claim 1
A command-based MCP server that enables programmatic stock trading on Zerodha t…
F 25 54 76 47 N/A 28 82 100
16791
sriramnatrajhen
humsana-mcp Claim 1 2
Detect developer stress, focus, fatigue from typing. Block dangerous commands w…
F 25 54 84 41 N/A 32 87 97
16792
algtools
A template for deploying custom MCP servers on Cloudflare Workers without authe…
F 25 55 78 70 29 78 93
16793
TeXmeijin
Manalink MCP Server Claim 1 3
A Model Context Protocol server implementation that enables AI assistants to se…
F 25 54 51 57 N/A 28 89 75
16794
googlemaps
platform-ai Claim 2
Google Maps Platform Code Assist MCP
F 25 54 78 70 N/A 51 87 92
16795
Yorick-Ryu
md2doc Claim 1 3
An MCP server that converts Markdown text to DOCX format using an external conv…
F 25 55 63 82 34 80 93
16796
MissionSquad
mcp-helper-tools Claim 1
Fork of @cyanheads toolkit MCP server. Added encoding functions, removed system…
F 25 55 78 61 37 80 100
16797
elijahdev0
mcp-runware Claim 1
Create high-quality images and videos fast from text or reference images. Perso…
F 25 66 84 10 0 27 80 83
16798
CSteenkamp
Searchclaw Claim 2
Description: An MCP server with 15 tools covering web search, scraping, extract…
F 25 55 76 70 52 78 96
16799
emiliobool
MCP Relay Server Claim 1 2
This server allows integration with Discord, enabling message exchanges between…
F 25 54 60 61 N/A 17 90 91
16800
joeseesun
A server that enables uploading files to Qiniu Cloud Storage through a standard…
F 25 55 50 35 18 71 89
Showing 16751–16800 of 50330 servers
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