MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29569
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6801
simplelocalize
Enables interaction with the SimpleLocalize API to manage translation keys, lan…
B 71 55 60 62 59 80 94
6802
google-gemini
gemini-cli Claim
An open-source AI agent that brings the power of Gemini directly into your term…
B 71 54 96 25 N/A 88 95 51
6803
anselmwang
Automatically configures email notification functionality for Cline through SMT…
B 71 54 80 56 N/A 21 95 91
6804
7gugu
ZIP-MCP Claim 1
An MCP tool that provides AI with the ability to compress and decompress local …
B 71 55 78 82 N/A 49 90 44
6805
bitscorp-mcp
A Node.js server that enables video manipulation through natural language reque…
B 71 54 54 68 N/A 34 95 100
6806
peximo
Drupal MCP Server Claim
Enables AI models to interact with Drupal 10+ sites via JSON:API for querying, …
B 71 55 78 67 24 81 93
6807
oscal-compass
Trestle MCP Claim 2
MCP server to easily use compliance-trestle for OSCAL compliance workflows from…
B 71 54 57 61 N/A 52 92 91
6808
ganhammar
A Home Assistant Custom Component that provides an MCP server using HTTP transp…
B 71 54 86 26 54 95 91
6809
NFTGo
NFTGo MCP Server Claim
Provides access to NFTGo's Developer API for retrieving NFT collection details,…
B 71 55 84 65 27 78 90
6810
OpenTorah-ai
Enables Large Language Models to retrieve Jewish texts and commentaries from th…
B 71 55 78 53 34 82 98
6811
ajitpratap0
GoSQLX Claim
7 SQL tools (validate, format, parse, lint, security scan, metadata extraction,…
B 71 66 60 35 72 92 84 96
6812
rezo8
Enables searching and retrieving Datadog logs through the Model Context Protoco…
B 71 55 84 68 27 74 87
6813
TheoEwzZer
winsight Claim
Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.
B 71 54 66 32 N/A 69 95 100
6814
TykTechnologies
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger s…
B 71 55 92 82 64 81 23
6815
tumf
grafana-loki-mcp Claim 1
An MCP server that allows querying Loki logs through the Grafana API.
B 71 54 65 41 N/A 65 89 98
6816
samihalawa
Enables AI assistants to automate Next.js development including project scaffol…
B 71 54 54 62 N/A 41 95 100
6817
Alok114
open-meteo-mcp Claim
B 71 55 100 57 N/A 45 95 45
6818
kshern
mcp-tavily Claim 1
B 71 55 68 68 40 82 90
6819
karayaman
Interact with the Lichess chess platform using natural language. Manage your ac…
B 71 55 85 65 N/A 43 81 68
6820
BACH-AI-Tools
Postgres MCP Pro Claim
Enables comprehensive PostgreSQL database management including index tuning, qu…
B 71 55 88 30 53 82 98
6821
vlad-ds
Maccy Clipboard MCP Claim 1
An MCP server that gives Claude and other AI assistants access to your Maccy cl…
B 71 54 79 56 N/A 20 95 94
6822
knight0zh
MSSQL MCP Server Claim 2
A Model Context Protocol server that enables executing SQL queries and managing…
B 71 55 69 100 52 81 44
6823
Maharshi2708
Stocks MCP Server Claim
Provides real-time access to financial market data including stock quotes, comp…
B 71 55 78 65 24 80 98
6824
th3w1zard1
Implements CEDARScript, a SQL-like language for code manipulation.
B 71 55 90 100 N/A 19 87 35
6825
Angeluis001
Playwright MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
B 71 55 57 66 54 81 96
6826
liuchongchong1995
Allows seamless integration of DeepSeek's language models with MCP-compatible a…
B 71 55 72 75 41 81 75
6827
EvansLR
Spotify MCP Server Claim
Enables control of Spotify playback through OAuth authentication, including pla…
B 71 55 72 68 24 81 100
6828
git-scarrow
Oracle MCP Server Claim
Provides flexible access to Oracle databases for AI assistants like Claude, sup…
B 71 55 96 75 39 81 49
6829
Elkhn
A Streamlit-based chat app for LLMs with plug-and-play tool support via Model C…
B 71 54 84 41 N/A 27 95 99
6830
spencerf2
Enables comprehensive management of Anki decks and notes through the Model Cont…
B 71 54 72 58 N/A 30 90 97
6831
CupOfOwls
Kroger MCP Server Claim
A FastMCP server that provides AI assistants like Claude with seamless access t…
B 71 55 88 41 50 81 92
6832
Zaptimist
Enables AI assistants to execute commands on a Proxmox host via SSH with built-…
B 71 55 78 91 N/A 31 90 46
6833
Euraxluo
Browser-MCP Server Claim
A session-based MCP server that provides advanced browser automation capabiliti…
B 71 55 72 57 43 80 100
6834
packetracer
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
B 71 55 78 68 26 81 89
6835
madhukarkumar
Interact with SingleStore databases using a standardized protocol. Execute quer…
B 71 55 92 82 N/A 25 88 48
6836
shashwatgtm
impact-mcp Claim 1
Hypothesis-Driven B2B Positioning Engine - 8 strategic positioning tools
B 71 55 84 91 N/A 29 95 35
6837
nickzer0
MCP Debug Server Claim 3
An MCP server for debugging Windows processes using WinDbg and CDB. It enables …
B 71 55 81 91 N/A 21 90 54
6838
jhalsey87
Provides programmatic access to the NIH Reporter API for searching and retrievi…
B 71 55 94 52 19 82 92
6839
dmegabyte
Enables Claude to read, write, append, and clear data in Google Sheets directly…
B 71 55 78 100 32 81 46
6840
sensuslab
ByteBot MCP Server Claim
Enables autonomous task execution and direct desktop computer control through B…
B 71 55 78 100 25 81 55
6841
ssv445
A Model Context Protocol server that enables image generation and retrieval fro…
B 71 55 71 100 N/A 31 95 41
6842
saturngod
A server that connects to The Movie Database API, enabling clients to fetch pop…
B 71 54 86 38 N/A 28 95 97
6843
cds-id
A ready-to-use starter implementation of the Model Context Protocol (MCP) serve…
B 71 55 68 70 26 81 100
6844
cloakllm
Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and r…
B 71 54 72 33 N/A 74 90 92
6845
AkM-2018
Enables querying Amazon Neptune databases and analytics graphs using openCypher…
B 71 55 66 82 44 82 75
6846
bhubbb
Fetches web pages and converts them to clean, readable markdown format by extra…
B 71 55 78 100 18 81 57
6847
m-yoshiro
Storybook MCP Server Claim 1
A Model Context Protocol server that integrates with Storybook to help AI tools…
B 71 55 69 62 41 81 96
6848
Dagudelot
Enables automatic weather information retrieval through a custom MCP server int…
B 71 55 78 61 23 81 100
6849
erinlkolp
Discord MCP Server Claim
Enables direct interaction with Discord servers to send messages, read channel …
B 71 55 72 72 27 80 95
6850
lucygoodchild
An MCP server for UK National Rail trains service, providing train schedules an…
B 71 55 79 63 23 80 100
Showing 6801–6850 of 47066 servers
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