MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9051
ALGeek01
Java Testing Agent Claim
Automates Java Maven testing workflows with decision table-based test generatio…
C 68 54 84 31 N/A 21 95 96
9052
Arindam200
reddit-mcp Claim 1
Model Context Protocol server implementation for Reddit
C 68 55 57 51 N/A 54 81 98
9053
tarnover
MCP SysOperator Claim 1
A Model Context Protocol server enabling AI assistants to directly interact wit…
C 68 55 79 82 57 81 31
9054
happyteam-dx1
MCP Sample Server Claim
A simple Model Context Protocol server providing basic utility tools including …
C 68 54 72 55 N/A 33 95 77
9055
Scottcjn
iota-agent-mcp Claim 2
An MCP server that enables AI agents to interact with the IOTA blockchain, supp…
C 68 54 57 62 32 87 97
9056
quickchatai
Allows users to integrate their custom Quickchat AI Agents into various AI appl…
C 68 54 56 42 N/A 49 95 100
9057
Abeautifulsnow
A Model Context Protocol (MCP) server that provides read-only TDengine database…
C 68 55 68 36 62 81 97
9058
amanhij
Zikkaron Claim
Biologically-inspired persistent memory engine for Claude Code MCP agents
C 68 54 66 28 N/A 68 95 90
9059
drainney-jrt
Enables safe exploration and querying of multiple databases (PostgreSQL, MySQL,…
C 68 55 78 56 26 81 89
9060
nomura565
Enables comprehensive office seat reservation management including viewing avai…
C 68 55 72 55 21 81 100
9061
obrien-matthew
Tarkov MCP Server Claim
Provides comprehensive access to Escape from Tarkov game data, including item s…
C 68 55 84 27 42 83 97
9062
WHUT-News
Enables storing and retrieving weather forecasts with text and audio in Google …
C 68 55 78 52 26 81 95
9063
craigashields
Enables AI assistants to interact with Basecamp projects through natural langua…
C 68 55 66 51 49 81 93
9064
azionlearn-cloud
A Model Context Protocol server template deployed on Azion Edge Computing Netwo…
C 68 55 63 70 27 81 93
9065
jlcases
PAELLADOC Claim 2
A Model Context Protocol (MCP) server that implements AI-First Development fram…
C 68 55 80 31 64 80 85
9066
nanoseil
A Model Context Protocol server that enables running and managing long-running …
C 68 55 63 100 N/A 27 82 51
9067
AlexAI-MCP
Provides comprehensive Korean Beauty information through real-time web search, …
C 68 55 78 51 29 81 92
9068
ryaker
Mem0 MCP Server Claim 1
A Model Context Protocol server that integrates AI assistants with Mem0.ai's pe…
C 68 55 69 41 59 81 91
9069
kirha-ai
Enables execution of crypto-related tool planning through Kirha AI's API with c…
C 68 55 78 68 21 81 79
9070
j4th
MTG MCP Server Claim
Magic: The Gathering card search, combo lookup, draft analytics, and Commander …
C 68 55 72 10 87 81 100
9071
cdmx-in
goodday-mcp Claim
Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to se…
C 68 55 72 43 49 77 99
9072
tspspi
Zotero MCP Server Claim
Enables semantic search and management of Zotero reference libraries using Post…
C 68 55 84 38 42 82 90
9073
dbiswal3942-ctrl
Enables AI assistants to safely perform actions on your computer including file…
C 68 54 54 72 N/A 29 84 97
9074
kgand
Document Parser MCP Claim 1
An MCP server that uses the Docling toolkit to convert various document formats…
C 68 55 75 33 60 81 94
9075
ekmungi
smart-search Claim
A local-first MCP server that enables semantic search over PDF and DOCX documen…
C 68 54 82 33 N/A 27 94 95
9076
shaunie2fly
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
C 68 55 76 87 N/A 26 95 40
9077
admon84
Integrates live Screeps game data into AI development workflows, providing comp…
C 68 55 84 71 25 81 61
9078
simplicianokelly52
comet-mcp Claim 2
An MCP server that connects Claude to Perplexity Comet for agentic web browsing…
C 68 55 63 56 N/A 51 80 91
9079
jaksm
Enables AI-powered semantic search through Expo SDK documentation across multip…
C 68 66 100 77 0 52 82 96
9080
dbogardus
A Node.js-based Model Context Protocol server that exposes Proxycurl's LinkedIn…
C 68 55 84 46 27 80 93
9081
abhinavnatarajan
sqlite-reader-mcp Claim
A lightweight MCP server that provides read-only access to SQLite databases, al…
C 68 54 74 35 N/A 37 95 96
9082
matthewdcage
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
C 68 55 66 100 53 81 32
9083
ishuru
Open MCP Server Claim
A modular productivity automation server providing reusable prompt templates, c…
C 68 55 96 82 30 81 30
9084
rayenamer
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
C 68 54 66 50 N/A 21 95 100
9085
zanetworker
MCP Docling Server Claim
A server that provides document processing capabilities using the Model Context…
C 68 55 90 32 38 81 92
9086
Gelberm
Provides tools to interact with the Chess.com Public API for fetching real-time…
C 68 55 54 82 27 81 88
9087
NSO-developer
Exposes Cisco Network Services Orchestrator (NSO) operations and data as MCP to…
C 68 55 66 41 49 82 100
9088
bowwowxx
Enables seamless integration between MCP-compatible clients (like LM Studio) an…
C 68 55 76 57 18 81 95
9089
SeoNaRu
Enables real-time search and analysis of Korean laws, legal precedents, and adm…
C 68 55 72 71 28 81 78
9090
appolabs
Appo MCP Claim 3
An MCP server that streamlines the integration of the @appolabs/appo SDK into w…
C 68 55 69 52 46 82 89
9091
WynnD
An implementation of a Model Context Protocol server that allows Claude and oth…
C 68 55 80 46 27 82 97
9092
redleaves
Feishu MCP Server Claim
Enables AI assistants to directly read, write, and manage Feishu documents, spr…
C 68 55 48 73 52 81 89
9093
terrakube-io
Terrakube MCP Server Claim 1
A Model Context Protocol server that enables managing Terrakube infrastructure …
C 68 55 53 60 46 81 100
9094
sanatava
Enables interaction with the RCSB Protein Data Bank to search, analyze, and vis…
C 68 55 100 33 22 77 93
9095
thebenlamm
Moltbook MCP Server Claim 1
Enables interaction with the Moltbook social platform, a Reddit-like community …
C 68 54 60 46 N/A 49 90 97
9096
samcfinan
Linear MCP Server Claim 1
Facilitates project management with the Linear API via the Model Context Protoc…
C 68 55 60 72 19 80 99
9097
andr3medeiros
Enables comprehensive PDF operations including text/image manipulation, annotat…
C 68 55 66 82 N/A 47 95 38
9098
sweet8413-spec
A starter project for quickly building Model Context Protocol servers using Typ…
C 68 55 66 100 N/A 30 95 33
9099
FradSer
将各种格式的文件转换为Markdown描述,帮助用户轻松获取文件内容的结构化信息。通过Cloudflare AI服务,支持多种文件类型的转换,提升文档处理效率。
C 68 55 60 67 N/A 31 81 93
9100
crate
CrateDB MCP Server Claim
Connects AI assistants to CrateDB clusters to enable natural-language Text-to-S…
C 68 55 62 32 79 80 96
Showing 9051–9100 of 66484 servers
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