MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3801
GongRzhe
APIWeaver Claim
Dynamically converts any REST API into MCP tools by registering web API configu…
B 75 55 88 63 46 74 94
3802
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
3803
DDguan2010
Brain-MCP Claim
Provides AI with persistent memory management including short-term memory (FIFO…
B 75 54 76 62 N/A 49 90 92
3804
gradion-ai
ipybox Claim 2
An MCP server for sandboxed Python code execution with IPython and Docker, and …
B 75 54 65 65 N/A 83 87 78
3805
vertexcover-io
linkedin-spider Claim
B 75 54 84 37 N/A 84 92 82
3806
brunoprela
QuestDB MCP Server Claim
Enables AI assistants to interact with QuestDB time-series databases through to…
B 75 55 78 100 43 81 59
3807
tonybentley
Enables AI assistants to access and analyze NOAA electronic navigational charts…
B 75 54 84 65 N/A 36 92 88
3808
mochow13
Enable seamless integration of Ticketmaster data and services into your applica…
B 75 54 96 68 N/A 12 87 91
3809
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
3810
jgordini
Provides AI assistants with access to University of Alabama at Birmingham's Res…
B 75 55 72 71 50 81 97
3811
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
3812
Dataojitori
nocturne_memory Claim
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents.…
B 75 54 66 62 N/A 70 87 92
3813
arnaldo-delisio
Readwise MCP Enhanced Claim 1
A comprehensive MCP server that unifies Readwise Reader document management wit…
B 75 55 84 100 57 81 43
3814
shibayu36
MCP server specialized in retrieving information from Slack messages and threads
B 75 54 66 51 N/A 79 95 91
3815
strowk
mcp-k8s-go Claim
Kubernetes cluster operations through MCP
B 75 55 66 56 89 80 92
3816
timohaa
Simple Jira MCP Claim
Provides Jira Cloud integration for AI agents, enabling them to search issues w…
B 75 55 84 55 52 81 97
3817
XIADENGMA
Enables real-time user intervention for MCP agents through a web UI, allowing u…
B 75 55 72 62 74 82 88
3818
tobioffice
SearXNG MCP Server Claim 1
An MCP server that integrates with the SearXNG API to provide comprehensive web…
B 75 55 79 67 48 80 94
3819
iptracej-education
A starter template for creating Model Context Protocol servers that integrate w…
B 75 55 90 56 44 81 94
3820
Ansvar-Systems
botswana-law-mcp Claim 1
Botswana legislation via MCP -- full-text search across statutes and provisions
B 75 54 69 73 N/A 34 95 93
3821
hesreallyhim
A file monitoring server that tracks filesystem events and provides real-time n…
B 75 54 80 51 N/A 45 95 99
3822
RossH121
An MCP server that enables Claude to perform web searches using Perplexity's AP…
B 75 55 85 63 49 81 91
3823
walidboulanouar
n8n-mcp Claim
B 75 55 96 43 N/A 68 76 92
3824
any4ai
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
B 75 55 69 86 38 81 91
3825
prismon
Validates URLs and checks their reputation to help identify AI hallucinations a…
B 75 55 70 82 42 81 93
3826
btn0s
Granola MCP Server Claim 1
Provides access to Granola notes, meeting transcripts, calendar events, and doc…
B 75 54 78 67 N/A 28 89 100
3827
vincentf305
Deepseek MCP Server Claim 1
A Model Control Protocol server implementation that allows Claude Desktop to us…
B 75 55 90 67 34 80 92
3828
Raphaelren
MinIO MCP Server Claim
Provides tools for interacting with MinIO and S3-compatible object storage thro…
B 75 55 78 91 27 81 86
3829
Davidkata1234
devir Claim
A command-line interface and MCP server for managing and monitoring multiple de…
B 75 54 66 61 N/A 53 94 100
3830
nkriman
Enables creating and managing Google Calendar events through OAuth 2.0 authenti…
B 75 55 94 62 23 80 99
3831
dnakov
Frida MCP Claim 1
An MCP-compliant server that enables AI systems to interact with mobile and des…
B 75 55 68 100 45 81 69
3832
circuitry-dev
Connects AI coding agents to Circuitry's visual workflow platform, enabling the…
B 75 54 84 63 N/A 31 95 92
3833
Antonytm
mcp-sitecore-server Claim 1
A Model Context Protocol server for Sitecore
B 75 54 59 66 N/A 78 87 93
3834
shinegami-2002
Provides real-time access to medical data including drug interactions, ICD-10 c…
B 75 54 72 58 N/A 48 92 100
3835
aaronsb
Provides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of T…
B 75 55 94 82 33 81 66
3836
Gammell53
clawwork Claim
AI agent project management — task boards, progress tracking, and cost reportin…
B 75 54 82 68 N/A 34 83 100
3837
luisfelipesena
Webots MCP Server Claim
Enables real-time monitoring and control of any Webots robot simulation, provid…
B 75 54 82 62 N/A 22 95 99
3838
niondigital
MoCo MCP Server Claim
Provides a Model Context Protocol interface to MoCo time tracking and project m…
B 75 55 78 83 43 81 78
3839
Skatterbrainz
MunicipalMCP Claim
Provides programmatic access to municipal codes, ordinances, and zoning regulat…
B 75 55 86 53 49 81 99
3840
ibrahimsaleem
PentestThinkingMCP Claim
Enables automated penetration testing workflow planning using Beam Search and M…
B 75 55 94 57 43 82 88
3841
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
3842
jeelidev
Provides AI assistants with persistent, graph-based memory using Neo4j, enablin…
B 75 55 60 100 50 81 78
3843
bmorphism
Enables analysis of claims, validation of sources, and detection of manipulatio…
B 75 54 90 46 N/A 48 95 89
3844
ShunsukeHayashi
Enables comprehensive management of TyranoStudio visual novel projects includin…
B 75 54 88 47 N/A 51 95 90
3845
RBKunnela
PayBot MCP Server Claim
Connects AI agents to the PayBot payment infrastructure, enabling automated USD…
B 75 55 76 68 56 80 92
3846
InDate
cdp-tools-mcp Claim 1
Enables AI agents to debug code and automate browsers using Chrome DevTools Pro…
B 75 54 100 25 N/A 65 95 88
3847
ljy9303
MapleStory MCP Server Claim 1
Provides structured access to Nexon's MapleStory Open API, allowing users to qu…
B 75 55 80 71 28 83 100
3848
konstzv
Enables Claude and other MCP clients to display native macOS notifications with…
B 75 55 78 100 N/A 27 95 54
3849
Siddhant-K-code
MCP server designed to help you search and analyze your photo library (iCloud -…
B 75 54 94 53 N/A 39 90 89
3850
overpod
mcp-telegram Claim
Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching …
B 75 55 76 58 N/A 75 76 92
Showing 3801–3850 of 45235 servers
« Prev 1 75 76 77 78 79 905 Next »