MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5051
erayguner
Enterprise-grade MCP server for Google Cloud BigQuery with keyless Workload Ide…
B 74 55 78 77 45 81 82
5052
Alurith
Umami MCP Server Claim
MCP server exposing Umami analytics (Cloud + self-hosted)
B 74 54 66 67 N/A 57 94 85
5053
danielefavi
Connects LLMs to GitHub and GitLab to analyze pull and merge requests for logic…
B 74 55 78 57 50 81 100
5054
kajirita2002
esa MCP Server Claim 1
An interface that enables Claude AI to interact with the esa API for searching,…
B 74 55 86 61 39 82 92
5055
lightpanda-io
gomcp Claim 1
An MCP server in Go for Lightpanda, the ultra fast headless browser designed fo…
B 74 55 77 48 67 80 100
5056
kbhuw
MCP Template Claim
A template for building Model Context Protocol servers that allow AI assistants…
B 74 55 78 65 47 81 92
5057
lars-hagen
Enable interaction with Slack workspaces as a user.
B 74 55 78 66 N/A 39 82 95
5058
jithinjosejacob
Xray MCP Server Claim
Enables AI assistants to interact with Xray Test Management for both Cloud and …
B 74 55 84 68 33 81 93
5059
apridachin
Kagi MCP Server Claim 1
Allows the use of Kagi's API for web searching and content enrichment through m…
B 74 55 90 66 40 80 85
5060
Handwriting-OCR
Handwriting OCR Claim 2
Integrate your applications with the Handwriting OCR service to effortlessly up…
B 74 54 90 61 N/A 21 90 95
5061
Jij-Inc
Jij MCP Server Claim
A server that provides tools and utilities to support the implementation of Jij…
B 74 54 80 58 N/A 26 95 98
5062
mario-andreschak
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
B 74 55 78 62 44 80 98
5063
PWalaGov
Enables comprehensive directory analysis and file management operations includi…
B 74 55 90 100 N/A 22 95 42
5064
edemal
Enables interaction with Overseerr media request management through natural lan…
B 74 55 86 66 24 81 100
5065
aiconnect-cloud
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
B 74 55 94 100 30 81 42
5066
rmrfslashbin
MCP Server - Images Claim 1
A Model Context Protocol server that enables AI-powered image generation throug…
B 74 55 81 100 N/A 41 95 36
5067
hiveflowai
Connects AI assistants (Claude, Cursor, etc.) directly to the HiveFlow automati…
B 74 55 78 68 45 76 95
5068
meshpop
vault Claim
Secret and credential management MCP — securely store, retrieve, manage API key…
B 74 54 94 41 N/A 47 90 93
5069
shashwatgtm
8 content tools: Case Studies, Newsletters, Webinars, Repurposing, Thought Lead…
B 74 55 84 91 N/A 45 95 41
5070
AnEntrypoint
Playread Claim
Enables Google search automation and web content extraction using Playwright. P…
B 74 55 94 60 24 81 98
5071
sunu-py-jp
Qiita MCP Server Claim
A comprehensive MCP server that enables AI to interact with all 68 functions of…
B 74 55 60 72 56 82 100
5072
zcaceres
gtasks-mcp Claim 2
An MCP server to Manage Google Tasks
B 74 55 75 62 48 80 99
5073
MediocreTriumph
Tmux MCP Server Claim
Enables programmatic control over tmux terminal sessions for SSH access, comman…
B 74 54 90 58 N/A 30 84 94
5074
phildougherty
Enables Claude to interact with Infracost for Terraform cost estimation and clo…
B 74 55 78 100 52 81 45
5075
urbushey
instant-db Claim 1
An MCP server that enables AI assistants to create and manage persistent SQLite…
B 74 54 61 61 52 94 100
5076
michelebergo
Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, ne…
B 74 54 84 60 N/A 27 90 96
5077
engineers-hub-ltd-in-house-project
Minimal MCP Claim
A basic educational MCP server that provides simple tools for mathematical calc…
B 74 54 90 50 N/A 23 95 100
5078
tayler-id
Connects to multiple social media platforms (Twitter/X, Mastodon, LinkedIn), al…
B 74 55 94 68 26 74 91
5079
Cyreslab-AI
Check if your accounts or passwords have been compromised in data breaches. Uti…
B 74 55 78 100 N/A 36 81 58
5080
Ademscodeisnotsobad
Provides real-time options analytics, pricing with Greeks, Monte Carlo simulati…
B 73 55 84 65 29 81 93
5081
jankowtf
A template for creating custom tools for Cursor IDE using Model Context Protoco…
B 73 55 78 56 46 80 100
5082
sac916
Enables AI assistants to automate web browsers through Playwright, providing ca…
B 73 55 96 56 19 81 97
5083
markswendsen-code
Coursera MCP Server Claim 2
Enables users to search for courses, view detailed syllabus information, and ma…
B 73 55 90 63 30 74 93
5084 B 73 54 78 66 N/A 21 95 92
5085
pdv
Explore the Billboard Hot 100 by week, artist, or track to see who’s charting. …
B 73 54 68 63 N/A 30 95 100
5086
pab1it0
adx-mcp-server Claim
Query and analyze Azure Data Explorer databases
B 73 55 76 43 73 82 94
5087
aindreyway
mcp-neurolora Claim 1
Provides tools for collecting and documenting code from directories.
B 73 55 90 66 39 81 79
5088
Magenta91
Enables automated dataset processing and onboarding using Google Drive integrat…
B 73 55 84 58 34 81 100
5089
bobbyyng
Weather MCP Server Claim
A TypeScript-based MCP server that provides simulated weather data including cu…
B 73 55 86 53 36 81 100
5090
Wayazi
A server implementing the Model Context Protocol that provides filesystem opera…
B 73 54 54 62 N/A 75 84 99
5091
Pythonando
Enables AI assistants to manage Facebook and Instagram advertising data through…
B 73 55 72 72 N/A 40 82 94
5092
terhechte
A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and…
B 73 54 61 57 N/A 50 95 99
5093
OrderlyNetwork
orderly-mcp Claim
MCP Server for Orderly Network - Documentation and SDK patterns
B 73 54 84 37 N/A 53 90 99
5094
rt96-hub
MCP Prompt Tester Claim 2
An MCP server that allows agents to test and compare LLM prompts across OpenAI …
B 73 55 81 66 42 76 92
5095
donway19
MCPlanManager Claim 1
An AI agent task management system that provides structure and visualization fo…
B 73 55 62 82 46 81 87
5096
dmarsters
Analyzes pommel horse gymnastics routines using a categorical aesthetics framew…
B 73 55 72 74 N/A 22 95 90
5097
Fabien-desablens
An MCP server that provides Google Search functionality with automatic API key …
B 73 55 73 73 37 81 91
5098
ncukondo
PubMed MCP Server Claim
Enables searching and retrieving scientific articles from PubMed using NCBI E-u…
B 73 55 78 68 36 81 91
5099
pubnub
PubNub MCP Server Claim 1
PubNub Model Context Protocol MCP Server for Cursor and Claude
B 73 55 66 82 N/A 58 75 81
5100
gzpaitch
An API that exposes Unsplash image search, listing, and random photo capabiliti…
B 73 55 74 65 37 80 100
Showing 5051–5100 of 30006 servers
« Prev 1 100 101 102 103 104 601 Next »