MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4001
burtthecoder
Shodan Server ⚡ Claim 1
A Model Context Protocol server for querying the Shodan API and Shodan CVEDB, p…
B 75 5⁄4 ◉ ⏳ 73 53 N/A 61 95 93
4002
mrjoshuak
godoc-mcp ⚡ Claim
Token-efficient Go documentation server that provides AI assistants with smart …
B 75 5⁄4 ◉ ⏳ 60 61 N/A 74 94 90
4003
GaloisHLee
Enables execution of SageMath mathematical computations through a local SageMat…
B 75 5⁄5 ◉ ⏳ 60 82 N/A 46 95 85
4004
sanyambassi
MCP server for Thales CipherTrust Manager RestFul Data Protection service.
B 75 5⁄5 ◉ ⏳ 81 73 — 41 82 91
4005
DatSciX-CEO
MCP server that enables intelligent analysis of legal spend data across multipl…
B 75 5⁄5 ◉ ⏳ 78 66 — 55 81 92
4006
WhenMoon-afk
Save conversation state, resume work across sessions, and organize multiple sna…
B 75 5⁄4 ◉ ⏳ 78 53 N/A 56 95 92
4007
hesreallyhim
A file monitoring server that tracks filesystem events and provides real-time n…
B 75 5⁄4 ◉ ⏳ 80 51 N/A 45 95 99
4008
Jonathan97480
Enables AI agents to control and monitor Home Assistant smart home devices thro…
B 75 5⁄5 ◉ ⏳ 84 67 — 48 81 90
4009
rchanllc
joltsms-mcp-server ⚡ Claim 1
Provision dedicated real-SIM US phone numbers, receive inbound SMS, poll for me…
B 75 5⁄4 ◉ ⏳ 72 72 — 69 83 76
4010
yihaoWang
Notion MCP Server ⚡ Claim
Enables AI assistants to interact with Notion workspaces through the Notion API…
B 75 5⁄5 ◉ ⏳ 86 63 — 39 81 98
4011
GitHub30
note-mcp-server Claim 1
MCP server for note.com: create, edit and retrieve posts.
B 75 6⁄6 ◉ ⏳ 73 76 90 36 74 88
4012
arnaldo-delisio
Readwise MCP Enhanced ⚡ Claim 1
A comprehensive MCP server that unifies Readwise Reader document management wit…
B 75 5⁄5 ◉ ⏳ 84 100 — 57 81 43
4013
420247jake
Session Forge ⚡ Claim
Persistent memory and session intelligence for AI coding assistants. Zero confi…
B 75 5⁄4 ◉ ⏳ 78 55 N/A 50 95 93
4014
visus-mcp
visus-mcp ⚡ Claim
Security-first web access for Claude. Sanitizes pages, blocks injection, redact…
B 75 4⁄4 ◉ ⏳ 71 N/A N/A 28 95 96
4015
ngc-shj
SearXNG MCP Server ⚡ Claim
Enables web search, image search, and news search through a self-hosted SearXNG…
B 75 5⁄5 ◉ ⏳ 90 60 — 47 81 91
4016
aringad
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
B 75 5⁄4 ◉ ⏳ 62 75 N/A 45 95 96
4017
BatchLion
Enables text-to-speech conversion with smart language detection (using Google T…
B 75 5⁄4 ◉ ⏳ 96 38 N/A 44 92 98
4018
JustinBeckwith
linkinator-mcp ⚡ Claim 1
MCP server for link checking using linkinator
B 75 5⁄5 ◉ ⏳ 59 100 N/A 78 95 40
4019
liadgez
TickTick MCP Server ⚡ Claim 1
A comprehensive Model Context Protocol server providing complete TickTick task …
B 75 5⁄5 ◉ ⏳ 94 82 — 46 80 59
4020
dyneth02
Enables AI tools to query context from a local JSON data source via stdio, demo…
B 75 5⁄5 ◉ ⏳ 94 82 N/A 48 95 38
4021
dzulstellar
airtable-mcp Claim
B 75 5⁄4 ◉ ⏳ 84 45 N/A 60 88 99
4022
jamubc
gemini-mcp-tool ⚡ Claim 3
MCP server that enables AI assistants to interact with Google Gemini CLI, lever…
B 75 5⁄5 ◉ ⏳ 81 100 N/A 60 81 41
4023
tw3lveparsecs
Provides an interactive dashboard within VS Code Copilot to manage Azure Storag…
B 75 5⁄5 ◉ ⏳ 94 58 — 35 80 95
4024
Siddhant-K-code
MCP server designed to help you search and analyze your photo library (iCloud -…
B 75 5⁄4 ◉ ⏳ 94 53 N/A 39 90 89
4025
LeeSinLiang
Godot MCP ⚡ Claim 1
Enables AI assistants to interact with the Godot game engine by launching the e…
B 75 5⁄5 ◉ ⏳ 96 100 N/A 26 95 36
4026
guangxiangdebizi
Fetches YouTube video subtitles and transcripts with support for multiple langu…
B 75 5⁄5 ◉ ⏳ 90 100 — 41 81 45
4027
any4ai
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
B 75 5⁄5 ◉ ⏳ 69 86 — 38 81 91
4028
drewsungg
Provides Pokemon Showdown competitive battle data to AI assistants, enabling lo…
B 75 5⁄5 ◉ ⏳ 90 50 — 51 80 100
4029
walidboulanouar
n8n-mcp ⚡ Claim
B 75 5⁄5 ◉ ⏳ 96 43 N/A 68 76 92
4030
za2keep
MySQL MCP Server ⚡ Claim 1
Enables AI assistants to securely interact with MySQL databases through tools f…
B 75 5⁄5 ◉ ⏳ 78 62 — 54 82 96
4031
marwaniiwael18
Enables AI assistants to access and analyze GitHub profile data, providing insi…
B 75 5⁄5 ◉ ⏳ 88 61 — 45 81 91
4032
jackfioru92
MCP server for Aruba email and calendar via IMAP/SMTP/CalDAV
B 75 5⁄5 ◉ ⏳ 61 82 N/A 57 83 93
4033
mochow13
Enable seamless integration of Ticketmaster data and services into your applica…
B 75 5⁄4 ◉ ⏳ 96 68 N/A 12 87 91
4034
guido-marinho
MySQL MCP Server ⚡ Claim
Provides read-only access to MySQL databases with automatic schema discovery an…
B 75 5⁄5 ◉ ⏳ 94 53 — 42 81 94
4035
manasp21
PsiAnimator-MCP ⚡ Claim
Enables quantum physics simulations and visualizations by integrating QuTip for…
B 75 5⁄4 ◉ ⏳ 96 36 N/A 61 95 83
4036
dbsectrainer
Step-by-step observability for MCP agent workflows
B 75 4⁄4 ◉ ⏳ 58 N/A N/A 62 83 98
4037
aaronsb
Provides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of T…
B 75 5⁄5 ◉ ⏳ 94 82 — 33 81 66
4038
shibayu36
MCP server specialized in retrieving information from Slack messages and threads
B 75 5⁄4 ◉ ⏳ 66 51 N/A 79 95 91
4039
danbugs
Enables Claude to manage Google Drive files and folders through natural languag…
B 75 5⁄5 ◉ ⏳ 94 65 — 19 81 100
4040
kylestratis
Enables creating and managing Spotify playlists using natural language with adv…
B 75 5⁄5 ◉ ⏳ 86 71 — 41 81 86
4041
XIADENGMA
Enables real-time user intervention for MCP agents through a web UI, allowing u…
B 75 5⁄5 ◉ ⏳ 72 62 — 74 82 88
4042
bitbond
token-tool ⚡ Claim
Deploy compliant ERC-20 tokens from any AI agent. 17 tools, 10 networks, CertiK…
B 75 5⁄4 ◉ ⏳ 70 71 N/A 60 74 100
4043
Cappybara12
OpenXAI MCP Server ⚡ Claim 1
Provides tools for evaluating and benchmarking AI explanation methods through a…
B 75 5⁄5 ◉ ⏳ 84 75 N/A 40 95 70
4044
kilkelly
Enables AI agents using the Model Context Protocol (MCP) to send Nano cryptocur…
B 75 5⁄5 ◉ ⏳ 86 63 — 52 76 91
4045
sophotechlabs
kube-lint-mcp ⚡ Claim
MCP server to lint and validate Kubernetes-related manifests(Helm, FluxCD, Argo…
B 75 5⁄5 ◉ ⏳ 90 28 — 81 83 96
4046
tuannvm
A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, lever…
B 75 5⁄4 ◉ ⏳ 84 38 N/A 62 95 95
4047
cyanheads
toolkit-mcp-server ⚡ Claim 1
A Model Context Protocol server providing LLM Agents with system utilities and …
B 75 5⁄5 ◉ ⏳ 79 83 N/A 51 95 54
4048
selvatuple
revibe-mcp ⚡ Claim
Enables analysis of any GitHub repository to get architecture, file roles, exec…
B 75 5⁄4 ◉ ⏳ 72 68 — 55 81 99
4049
sage-hq
AgentCortex MCP ⚡ Claim
An AI memory system that creates isolated, persistent memory banks for each cod…
B 75 5⁄5 ◉ ⏳ 66 72 — 62 81 92
4050
strowk
mcp-k8s-go ⚡ Claim
Kubernetes cluster operations through MCP
B 75 5⁄5 ◉ ⏳ 66 56 — 89 80 92
Showing 4001–4050 of 69007 servers
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