MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15151
NetanelBollag
A template project for building custom MCP servers that enables direct access t…
F 30 55 70 55 45 80 98
15152
aaronsb
A personality-based MCP server that enables AI assistants to manage WordPress c…
F 30 55 100 51 31 77 86
15153
ongjin
Security Scanner MCP Claim 1 3
Automatically detects security vulnerabilities in AI-generated code, scanning f…
F 30 55 60 82 57 76 11
15154
Pearch-ai
mcp_pearch Claim 1
Best people search engine that reduces the time spent on talent discovery
F 30 55 76 42 38 82 86
15155
MarkAndersonIX
A base setup for creating MCP servers that integrate with Google's Gemini CLI, …
F 30 55 66 31 16 80 89
15156
pimisael
Analyzes DevOps findings to automatically recommend and generate AWS Fault Inje…
F 30 55 72 35 45 74 64
15157
GopherSecurity
gopher-mcp Claim 1
MCP C++ SDK - Model Context Protocol implementation in CPP with enterprise-grad…
F 30 54 100 31 N/A 81 90 96 C
15158
baonpNexle
AI_SYNC MCP Server Claim 1
Connects GPT-4 to a merchant store API, allowing users to query and manage stor…
F 30 54 66 53 N/A 21 87 99
15159
unmodeled-tyler
vessel-browser Claim 1
Built from the ground-up for agents, Vessel Browser is an open source AI browse…
F 30 54 96 0 N/A 83 85 96
15160
DrDroidLab
Signoz MCP Server Claim 1 2
An MCP server that enables AI assistants to interact with Signoz observability …
F 30 55 79 61 50 77 93
15161
wolkwork
KNMI Weather MCP Claim 1 2
A FastMCP server that provides real-time weather data from KNMI weather station…
F 30 55 72 71 54 80 99
15162
timeplus-io
mcp-timeplus Claim 1 2
Integration with Timeplus, a database for streaming data, such as Apache Kafka/…
F 30 55 82 43 63 77 88
15163
situ2001
unplugin-mcp Claim 1
A unified plugin for developers integrating MCP servers into modern JavaScript …
F 30 54 72 40 N/A 59 89 88
15164
bsmi021
Node Omnibus MCP Server Claim 1 2
A comprehensive Model Context Protocol server that provides advanced Node.js de…
F 30 55 90 58 40 74 99
15165
dvcrn
MCP for calling Siri Shorcuts from LLMs
F 30 54 86 60 N/A 70 82 97
15166
ferrislucas
iterm-mcp Claim 1 3
A Model Context Protocol server that provides access to iTerm. You can run comm…
F 30 54 75 47 N/A 68 87 98
15167
nmontoro44
Enables Claude to collect and search for product feedback directly from Slack w…
F 30 55 78 56 27 82 93
15168
Jeff-Emmett
Gemini MCP Server Claim 1 2
Integrates Google Gemini API capabilities into Claude Code, supporting text gen…
F 30 55 90 47 27 77 91
15169
mustafa-can
Node.js MCP Server Claim 1 2
A basic MCP server that provides arithmetic calculation tools and system inform…
F 30 54 84 55 N/A 29 84 83
15170
ezbiz-services
AI-powered business intelligence tools via MCP, enabling competitors analysis, …
F 30 66 100 86 95 67 80 90
15171
juhemcp
A Model Context Protocol server that provides real-time global currency exchang…
F 30 55 45 62 36 76 42
15172
alexbakers
mcp-ipfs Claim 1
upload and manipulation of IPFS storage
F 30 55 60 71 52 77 81
15173
abhishekbhakat
mcp-server-code-assist Claim 1 4
A Model Context Protocol server that provides tools for code modification and g…
F 30 55 63 82 38 78 47
15174
karthikingithub
Enables interaction with the Pagila sample PostgreSQL database through natural …
F 30 55 68 32 28 76 100
15175
runbookai
Runbook Claim 1
Run your own runbooks from Claude Desktop. You can create your runbooks and ex…
F 30 55 48 22 49 74 83
15176
AlvaroRamirezCastillo
greeting-mcp-server Claim 1 2
An MCP server greeting
F 30 54 15 63 N/A 26 94 100
15177
crawlab-team
Crawlab MCP Server Claim 1 2
A Model Context Protocol server that allows AI applications to interact with Cr…
F 30 55 69 43 20 78 97
15178
tom-wahl
Codex MCP Server Claim 1 2
An MCP server for the OpenAI Codex CLI that provides coding assistance with mul…
F 30 54 77 62 N/A 43 87 98
15179
sayll
dev-prompt-mcp Claim 1 3
An MCP server that registers customizable prompt templates as tools for natural…
F 30 55 57 87 N/A 54 90 44
15180
anaisbetts
mcp-youtube Claim 1 2
Fetch YouTube subtitles
F 30 55 68 52 65 80 94
15181
pinkpixel-dev
MCPollinations Claim 1 3
A Model Context Protocol (MCP) server that enables AI assistants to generate im…
F 30 55 55 82 N/A 79 78 59
15182
youzhajun
An MCP server that parses Douyin share links and performs intelligent content a…
F 30 55 57 71 53 78 88
15183
baryhuang
A MCP server that enables Claude to discover and call any API endpoint through …
F 30 55 100 66 N/A 63 77 93
15184
teolex2020
AuraSDK Claim 1 2
F 30 54 90 70 N/A 74 90 87
15185
LokiMCPUniverse
Salesforce MCP Server Claim 1 3
A customizable MCP server for integrating Salesforce APIs with GenAI applicatio…
F 30 54 75 68 N/A 34 87 92
15186
chromewillow
MCP Forge Claim 1
A tool that generates MCP servers for Smithery with Cursor IDE integration, all…
F 30 54 60 66 N/A 33 87 95
15187
2black0
Provides advanced iTerm2 terminal automation using Python API integration, enab…
F 30 54 78 53 N/A 38 80 97
15188
dogfoodlab-io
StashDog MCP Server Claim 1 2
Enables AI assistants to manage StashDog inventory through natural language com…
F 30 55 88 67 30 77 92
15189
OtterBub
Enables searching for files based on creation or modification timestamps within…
F 30 55 54 82 N/A 37 92 16
15190
alayonyo
Enables AI assistants to read, search, and analyze local file systems with tool…
F 30 54 80 70 N/A 35 87 100
15191
kmaneesh
BioPython MCP Server Claim 1 3
Provides comprehensive BioPython capabilities for biological sequence analysis,…
F 30 55 62 82 79 77 89
15192
ZebraRoy
read-docs-mcp Claim 1 2
A Model Context Protocol server that enables AI agents to access, search, and u…
F 30 55 53 57 48 76 96
15193
josemartinrodriguezmortaloni
WebSearch Claim 1 2
Built as a Model Context Protocol (MCP) server that provides advanced web searc…
F 30 55 64 25 17 76 84
15194
chohi22
A Python Flask-based Model Context Protocol server that provides basic tools in…
F 30 55 72 33 19 80 100
15195
tuannvm
slack-mcp-client Claim 1
A Slack bot and MCP client acts as a bridge between Slack and Model Context Pro…
F 30 54 94 35 N/A 64 88 100
15196
MantisWare
PeepIt MCP Claim 1
Enables AI agents to capture and analyze screenshots of macOS applications, win…
F 30 54 96 62 N/A 51 91 88
15197
jhgaylor
HireBase MCP Server Claim 1
Provides tools to interact with the HireBase Job API, enabling users to search …
F 30 55 68 41 57 78 92
15198
dannwaneri
Vectorize MCP Server Claim 1 3
Provides semantic search capabilities by connecting Claude Desktop to a Cloudfl…
F 30 55 78 100 25 80 43
15199
malyalavenu
A TypeScript implementation of the Model Context Protocol server that enables s…
F 30 55 86 62 28 78 98
15200
carlosdania
Social media automation with AI — publish, schedule, campaigns, DMs, analytics …
F 30 55 76 68 32 80 94
Showing 15151–15200 of 66502 servers
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