MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3901
blueprint-infrastructure
Solentic Claim
Native Solana staking infrastructure for AI agents. 18 MCP tools for staking, u…
B 75 5⁄5 ◉ ⏳ 63 80 — 49 81 100
3902
ntdef
YNAB MCP Server ⚡ Claim 1
A Model Context Protocol server that enables interaction with You Need A Budget…
B 75 5⁄5 ◉ ⏳ 77 57 — 55 82 100
3903
rogerheykoop
Enables capturing high-quality native macOS screenshots using Safari through a …
B 75 5⁄5 ◉ ⏳ 78 100 N/A 42 95 45
3904
kilkelly
Enables AI agents using the Model Context Protocol (MCP) to send Nano cryptocur…
B 75 5⁄5 ◉ ⏳ 86 63 — 52 76 91
3905
deslicer
Enables AI agents to interact seamlessly with Splunk environments through 20+ t…
B 75 5⁄5 ◉ ⏳ 86 27 — 89 81 98
3906
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
3907
sh-patterson
legiscan-mcp ⚡ Claim
Access legislative data from all 50 US states and Congress — search bills, get …
B 75 5⁄5 ◉ ⏳ 70 75 — 50 81 95
3908
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
3909
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
3910
index9-org
mcp ⚡ Claim
Up-to-date model data for AI coding assistants.
B 75 5⁄4 ◉ ⏳ 84 72 N/A 34 83 90
3911
dumyCq
Time MCP Server ⚡ Claim 1
Provides time and timezone functionality for LLMs, enabling them to get current…
B 75 5⁄4 ◉ ⏳ 78 68 N/A 23 94 97
3912
jackfioru92
MCP server for Aruba email and calendar via IMAP/SMTP/CalDAV
B 75 5⁄5 ◉ ⏳ 61 82 N/A 57 83 93
3913
any4ai
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
B 75 5⁄5 ◉ ⏳ 69 86 — 38 81 91
3914
guangxiangdebizi
Fetches YouTube video subtitles and transcripts with support for multiple langu…
B 75 5⁄5 ◉ ⏳ 90 100 — 41 81 45
3915
zym9863
A MCP server that enables Claude and other MCP-compatible assistants to generat…
B 75 5⁄5 ◉ ⏳ 75 66 — 48 81 100
3916
mmntm
weblate-mcp ⚡ Claim
Comprehensive Model Context Protocol server for Weblate translation management,…
B 75 5⁄5 ◉ ⏳ 66 67 — 69 84 93
3917
EmreKb
Enables AI assistants to perform real-time domain name availability checks and …
B 75 5⁄5 ◉ ⏳ 96 65 — 21 81 94
3918
dbsectrainer
Step-by-step observability for MCP agent workflows
B 75 4⁄4 ◉ ⏳ 58 N/A N/A 62 83 98
3919
MikelA92
Enables LLMs to interact with Metabase instances through 33 tools for querying …
B 75 5⁄5 ◉ ⏳ 92 68 — 28 81 93
3920
aaronsb
Provides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of T…
B 75 5⁄5 ◉ ⏳ 94 82 — 33 81 66
3921
talknerdytome-labs
This MCP server enables AI assistants to automatically sync Google Sheets data …
B 75 5⁄5 ◉ ⏳ 90 66 — 37 80 91
3922
Augmented-Nature
A comprehensive Model Context Protocol server for accessing Gene Ontology (GO) …
B 75 5⁄5 ◉ ⏳ 94 61 — 32 83 94
3923
wolffcatskyy
A Model Context Protocol server for home infrastructure management that provide…
B 75 5⁄5 ◉ ⏳ 63 68 — 68 80 100
3924
my-mcp-hub
mcp-kit ⚡ Claim
A CLI tool to create MCP (Model Context Protocol) applications with ease.
B 75 5⁄4 ◉ ⏳ 88 50 N/A 76 91 67 HA
3925
ergrato-dev
A comprehensive free bootcamp that teaches the creation of Model Context Protoc…
B 75 5⁄4 ◉ ⏳ 72 63 N/A 40 95 100
3926
dd-dent
Enables AI consciousness continuity and self-knowledge preservation across sess…
B 75 5⁄5 ◉ ⏳ 84 61 — 54 82 90
3927
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
3928
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
3929
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
3930
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
3931
spences10
🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This…
B 75 5⁄4 ◉ ⏳ 72 60 N/A 67 92 82
3932
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
3933
kylestratis
Enables creating and managing Spotify playlists using natural language with adv…
B 75 5⁄5 ◉ ⏳ 86 71 — 41 81 86
3934
kapilduraphe
Webflow MCP Server ⚡ Claim 1
Enables Claude to interact with Webflow's APIs for managing sites, retrieving i…
B 75 5⁄5 ◉ ⏳ 78 68 — 40 82 100
3935
mikeysrecipes
interactive-mcp ⚡ Claim 1
A Node.js/TypeScript MCP server that facilitates interactive communication betw…
B 75 5⁄4 ◉ ⏳ 78 58 N/A 45 95 94
3936
Aguantar
vibescan-mcp-server ⚡ Claim 2
MCP server for VibeScan — scan projects for leaked secrets and security issues
B 75 4⁄4 ◉ ⏳ 57 N/A N/A 47 95 97
3937
mc-mario
Tandoor MCP Server ⚡ Claim 1
Enables interaction with Tandoor recipe management system to create, manage, an…
B 75 5⁄5 ◉ ⏳ 100 63 — 25 80 92
3938
ZASRD
A basic example of a serverless Model Context Protocol (MCP) implementation usi…
B 75 6⁄6 ◉ ⏳ 78 75 85 21 81 96
3939
tw3lveparsecs
Provides an interactive dashboard within VS Code Copilot to manage Azure Storag…
B 75 5⁄5 ◉ ⏳ 94 58 — 35 80 95
3940
jonnybottles
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
B 75 5⁄5 ◉ ⏳ 54 70 — 68 95 91
3941
neverinfamous
A MCP server built for developers enabling Git based project management with pr…
B 75 5⁄4 ◉ ⏳ 88 22 — 86 95 91
3942
mkummer225
Google Sheets MCP ⚡ Claim
A Model Context Protocol (MCP) connector that allows AI agents to directly inte…
B 75 5⁄5 ◉ ⏳ 86 57 — 47 81 100
3943
brunoprela
QuestDB MCP Server ⚡ Claim
Enables AI assistants to interact with QuestDB time-series databases through to…
B 75 5⁄5 ◉ ⏳ 78 100 — 43 81 59
3944
markolive1501
Provides tools to monitor host system health including CPU load, disk usage, an…
B 75 5⁄4 ◉ ⏳ 94 56 N/A 27 87 99
3945
noahjohannessen
Canvas MCP ⚡ Claim
Enables AI agents to interact with Canvas LMS and Gradescope, allowing users to…
B 75 5⁄5 ◉ ⏳ 76 68 — 45 81 97
3946
alxspiker
Enables AI models to dynamically create and execute their own custom tools thro…
B 75 5⁄5 ◉ ⏳ 88 100 — 42 81 49
3947
oghenetejiriorukpegmail
GitHub MCP Server ⚡ Claim
Provides tools for interacting with GitHub's API through the MCP protocol, allo…
B 75 5⁄5 ◉ ⏳ 90 70 — 21 81 100
3948
pskill9
web-search ⚡ Claim 3
An MCP server that enables free web searching using Google search results, with…
B 75 5⁄4 ◉ ⏳ 79 70 N/A 25 90 100
3949
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
3950
a-bonus
A Model Context Protocol server that enables AI assistants like Claude to read …
B 75 5⁄5 ◉ ⏳ 79 41 — 81 81 99
Showing 3901–3950 of 69007 servers
« Prev 1 … 77 78 79 80 81 … 1381 Next »