MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5601
veithly
Enables language models to fetch and parse standard RSS/Atom feeds and RSSHub c…
B 73 55 72 62 46 81 100
5602
angheljf
nyt Claim 2
Search articles using the NYTimes API
B 73 55 78 57 40 82 100
5603
dyeoman2
A production-ready template for building Model Context Protocol servers with Cl…
B 73 55 66 67 48 80 100
5604
kohasummons
ChainGPT MCP Claim
Enables AI agents to access crypto-related information including latest news, p…
B 73 55 66 70 58 81 89
5605
Amirmahdi-Kaheh
CanIUse MCP Claim
Provides intelligent CSS/JS feature compatibility checking with configurable br…
B 73 55 80 100 54 81 37
5606
VictoriaMetrics
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API a…
B 73 55 72 46 N/A 79 82 93
5607
blueman82
Recall Claim
Provides long-term memory storage for AI assistants with semantic search, enabl…
B 73 54 88 35 N/A 50 95 93
5608
a157034816
Memory MCP Claim 1
A Rust-based MCP server that provides long-term memory capabilities for AI agen…
B 73 54 72 68 N/A 47 92 77
5609
Sivan22
mcp-otzaria-server Claim 1
An MCP server that provides powerful search capabilities for Jewish texts and l…
B 73 54 79 60 N/A 40 95 84
5610
rmaher001
hass-mcp-plus Claim
Enhanced Home Assistant MCP server with 22 context efficient tools for smart ho…
B 73 55 74 52 66 82 94
5611
lansespirit
GPT Image MCP Server Claim 1
An MCP server that enables text-to-image generation and editing using OpenAI's …
B 73 55 69 70 45 81 97
5612
hyennnnnnn
Enables deep probabilistic analysis of single-cell omics data using scvi-tools …
B 73 54 72 58 N/A 42 95 91
5613
stefanjwojcik
Enables Claude to access and manage a travel company's customer data, trip hist…
B 73 54 78 58 N/A 21 95 100
5614
Ramsi-K
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
B 73 54 78 56 N/A 24 95 100
5615
ImDPS
Implements a Model Control Protocol server integrated with Google Gemini LLM, p…
B 73 55 84 72 19 81 96
5616
JuanCF
scrcpy-mcp Claim 3
MCP server for Android device control via ADB and scrcpy
B 73 55 69 100 N/A 65 76 49
5617
JamesANZ
bitcoin-mcp Claim 1
An MCP server that enables AI models to query the Bitcoin blockchain.
B 73 54 51 68 N/A 51 94 100
5618
isdaniel
An MCP server that provides current and historical gold/precious metal prices (…
B 73 55 75 60 42 81 100
5619
microcmsio
microCMS MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
B 73 55 57 68 72 81 93
5620
SirTenzin
An unofficial MCP server that provides an interface to access the Autumn pricin…
B 73 55 68 70 38 81 100
5621
chirayupatel9
A Python-based Model Context Protocol server that integrates local AI models fo…
B 73 54 78 61 N/A 16 95 100
5622
sawyer-shi
Generates beautiful mind map images from Markdown text with multiple layout opt…
B 73 55 96 56 25 81 91
5623
call518
⚡ Control Apache Airflow with natural language via MCP. Chat with your workflow…
B 73 55 88 42 N/A 60 81 91
5624
Milofax
xert-mcp Claim 1
MCP server for XERT cycling analytics — access fitness signature (FTP, HIE, PP)…
B 73 55 73 60 51 80 98
5625
ThinkBeDo
Connects GoHighLevel sub-accounts to AI models with over 260 tools for managing…
B 73 55 84 68 27 81 91
5626
vessel-api
vesselapi-mcp Claim 1
Maritime vessel tracking via VesselAPI. Search vessels, get real-time positions…
B 73 54 55 55 73 95 93
5627
murphy360
Integrates Google Calendar with the Model Context Protocol to manage events, se…
B 73 55 78 68 27 82 100
5628
maxturazzini
Claude Viewer Claim
Enables querying and analyzing Claude Desktop/Code conversation history across …
B 73 54 66 58 N/A 53 88 100
5629
nickjlucker
greynoise Claim 1
MCP server for GreyNoise API - Check if IPs are internet background noise or ta…
B 73 55 63 100 N/A 66 83 48
5630
VIKAS9793
AndroJack MCP Claim
Android engineering MCP server with verified documentation grounding and AI val…
B 73 55 84 42 N/A 56 82 99
5631
OgumaruSuisan
ExcelReadMCP Claim
Enables reading and searching Excel files through MCP-compatible clients. Provi…
B 73 54 72 57 N/A 37 94 100
5632
cni-locates-rumen
t-pane MCP Server Claim 2
Enables Claude to execute commands and manage directory-aware panes within tmux…
B 73 54 94 57 N/A 23 87 91
5633
GlassTape
Converts natural language security requirements into validated Cerbos YAML poli…
B 73 55 84 74 N/A 53 95 49
5634
markmhendrickson
Minted MCP Server Claim
Enables interaction with Minted.com to retrieve address book contacts, order hi…
B 73 54 80 63 N/A 25 87 100
5635
n24q02m
wet-mcp Claim 1
Web search (embedded SearXNG), content extraction, and library docs indexing wi…
B 73 54 73 58 84 77 79
5636
Dedcode14
Enables file management operations on the desktop including creating, reading, …
B 73 55 80 100 N/A 24 95 48
5637
itcomgroup
Vision MCP Server Claim
Provides free and unlimited vision capabilities for AI coding assistants using …
B 73 55 90 61 24 81 93
5638
For-Sunny
Galaxy Brain Claim
Combines structured sequential thinking with batch operation execution, enablin…
B 73 55 96 55 30 81 91
5639
hnethery
Connects AI coding assistants (Cursor, Claude Desktop) to DaVinci Resolve, enab…
B 73 54 86 33 N/A 56 95 95
5640
ExpertVagabond
solana Claim
Solana MCP server for wallet, transactions & programs
B 73 54 94 28 N/A 46 95 94
5641
gzpaitch
An API that exposes Unsplash image search, listing, and random photo capabiliti…
B 73 55 74 65 37 80 100
5642
openpharma-org
Enables comprehensive access to SEC EDGAR filings, allowing users to search com…
B 73 55 96 83 47 81 43
5643
resilientbeast
Enables AI agents to access and analyze professional esports data for League of…
B 73 55 78 91 N/A 29 95 53
5644
jshmllr
Sketch Context MCP Claim
MCP server to provide Sketch layout information to AI coding agents like Cursor
B 73 55 90 46 54 80 91
5645
itshare4u
Agent Knowledge MCP Claim 2
A comprehensive Model Context Protocol server that integrates Elasticsearch sea…
B 73 55 78 100 56 80 37
5646
thehesiod
psquare Claim 1
MCP server for ParentSquare school-parent communication platform
B 73 55 39 82 N/A 50 95 100
5647
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
5648
minimind-org
A TypeScript template for creating Model Context Protocol servers that enable A…
B 73 54 80 63 N/A 22 95 94
5649
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
5650
kcodes0
inked Claim 1
inked
B 73 55 86 65 30 82 90
Showing 5601–5650 of 46347 servers
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