MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4101
mrkevindam
mcp-server-gsc Claim 1
B 75 54 88 60 N/A 24 89 99
4102
ngc-shj
SearXNG MCP Server Claim
Enables web search, image search, and news search through a self-hosted SearXNG…
B 75 55 90 60 47 81 91
4103
mkummer225
Google Sheets MCP Claim
A Model Context Protocol (MCP) connector that allows AI agents to directly inte…
B 75 55 86 57 47 81 100
4104
yigitkonur
example-mcp-server-sse
B 75 55 78 71 40 81 97
4105
tldv-public
lets you interact with your meeting data (to list, ask, summarize, extract - vi…
B 75 55 78 75 33 81 98
4106
st3v3nmw
MCP for semantic code search & navigation that reduces token waste
B 75 55 82 57 62 82 92
4107
nirholas
A comprehensive MCP server for interacting with the BNB Chain ecosystem, includ…
B 75 55 66 70 66 81 92
4108
dd-dent
Enables AI consciousness continuity and self-knowledge preservation across sess…
B 75 55 84 61 54 82 90
4109
JustinBeckwith
linkinator-mcp Claim 1
MCP server for link checking using linkinator
B 75 55 59 100 N/A 78 95 40
4110
holocode-ai
Rembg MCP Server Claim 1
Enables AI-powered background removal from images using multiple specialized mo…
B 75 54 84 56 N/A 40 92 95
4111
SonAIengine
ku-portal-mcp Claim 2
Enables Korea University students to query their KUPID portal and Canvas LMS us…
B 75 55 63 82 52 95 78
4112
sdlbp
swagger-mcp-tool Claim
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
B 75 55 88 52 50 81 100
4113
deslicer
Enables AI agents to interact seamlessly with Splunk environments through 20+ t…
B 75 55 86 27 89 81 98
4114
sethclawd-prog
schemaguard Claim
API Schema Drift Monitor — detect breaking changes in OpenAPI specs
B 75 54 76 58 N/A 50 95 91
4115
jchambless
Provides AI-powered tools for MonoGame development, including API documentation…
B 75 54 84 62 N/A 38 92 89
4116
Touchpoint-Labs
Touchpoint Claim
Give your AI agent eyes and hands on any desktop — cross-platform accessibility…
B 75 44 57 N/A N/A 49 95 98
4117
crosstraffic
HCM-LLM MCP Server Claim
A FastAPI-based server that enables AI assistants to perform Highway Capacity M…
B 75 55 80 58 67 80 90
4118
balajidommeti
mcp-flyin Claim
A server that handles messaging or commands over a custom protocol
B 75 54 84 67 N/A 28 92 92
4119
GongRzhe
APIWeaver Claim
Dynamically converts any REST API into MCP tools by registering web API configu…
B 75 55 88 63 46 74 94
4120
JMitac
MCP Security Scanner Claim 1
Enables comprehensive security scanning of code projects, detecting vulnerabili…
B 75 55 84 100 N/A 26 95 50
4121
angrysky56
Enables philosophical reasoning and concept analysis through NARS non-axiomatic…
B 75 54 96 53 N/A 31 89 93
4122
vertexcover-io
linkedin-spider Claim
B 75 54 84 37 N/A 84 92 82
4123
sanjanaspanda
Enables AI assistants to perform comprehensive GitHub pull request code reviews…
B 75 55 82 72 42 78 93
4124
dbsectrainer
Universal data connector for CSV, Postgres, and REST APIs via DuckDB
B 75 44 63 N/A N/A 62 83 92
4125
danielenricocahall
Lorcana MCP Claim 1
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
B 75 44 53 N/A N/A 55 95 96
4126
bitrefill
bitrefill Claim 1
A Model Context Protocol Server connector for Bitrefill public API, to enable A…
B 75 55 67 72 52 83 97
4127
a-bonus
A Model Context Protocol server that enables AI assistants like Claude to read …
B 75 55 79 41 81 81 99
4128
BACH-AI-Tools
CEDAR MCP Server Claim
Enables interaction with the CEDAR (Center for Expanded Data Annotation and Ret…
B 75 55 78 68 42 81 100
4129
el-el-san
Model Context Protocol server that enables generating videos from text prompts …
B 75 55 84 68 39 80 93
4130
baixianger
camoufox-mcp Claim
Anti-detection browser automation with Camoufox - stealth Firefox for web scrap…
B 75 55 78 82 N/A 33 95 76
4131
HelloGGX
Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instan…
B 75 55 84 58 53 81 94
4132
34892002
bilibili-mcp-js Claim 1
A MCP server that supports searching for Bilibili content. Provides LangChain i…
B 75 54 73 61 N/A 58 90 92
4133
Aceek
Provides observability for multi-agent workflows by tracking hierarchical task …
B 75 55 90 65 30 83 92
4134
ergrato-dev
A comprehensive free bootcamp that teaches the creation of Model Context Protoc…
B 75 54 72 63 N/A 40 95 100
4135
GitHub30
note-mcp-server Claim 1
MCP server for note.com: create, edit and retrieve posts.
B 75 66 73 76 90 36 74 88
4136
nocoo
MCP Make Sound Claim 2
A Model Context Protocol server for macOS that enables AI assistants to play sy…
B 75 55 75 100 N/A 43 95 50
4137
Njengah
Smart Docs MCP Server Claim 1
Enables intelligent analysis of codebases to generate comprehensive documentati…
B 75 55 80 100 N/A 45 95 40
4138
aringad
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
B 75 54 62 75 N/A 45 95 96
4139
Salen-Project
ticktick-mcp Claim 1
[TickTick](https://ticktick.com/) MCP server using the official OAuth 2.0 API. …
B 75 55 61 75 63 78 100
4140
semanticintent
Enables AI assistants to save, load, and search conversation context with AI-po…
B 75 55 90 48 65 81 89
4141
nyxn-ai
NyxDocs Claim
Specialized MCP server for cryptocurrency project documentation management with…
B 75 55 88 62 41 82 94
4142
any4ai
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
B 75 55 69 86 38 81 91
4143
imaginpro
ImaginePro MCP Server Claim 1
Enables AI assistants to generate images and videos through natural language us…
B 75 55 72 72 48 82 96
4144
fwextensions
Form.io MCP Server Claim
Enables AI assistants to interact with Form.io's API to create, read, update, a…
B 75 55 84 71 29 81 97
4145
boecht
Enables access to BitSight security rating data through company search and rati…
B 75 55 88 37 84 81 91
4146
Sivan22
Provides access to Jewish texts from the Sefaria library. This server enables L…
B 75 55 96 56 42 81 92
4147
ImRieul
MySQL MCP Server Claim
A lightweight MySQL MCP server that enables LLMs to interact with databases thr…
B 75 55 66 60 74 82 100
4148
phuc-nt
mcp-atlassian-server Claim 1
MCP server connecting AI assistants with Jira & Confluence for smart project ma…
B 75 54 79 37 N/A 71 95 96
4149
ofershap
Search, extract sections, list headings, and find code blocks across markdown f…
B 75 54 70 53 N/A 55 95 99
4150
RegiByte
Todo List MCP Server Claim 1
A Model Context Protocol (MCP) server that provides tools for managing todo ite…
B 75 55 76 65 48 83 98
Showing 4101–4150 of 45732 servers
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