MCP Server Quality Scores

Independent quality analysis of 33641 public MCP servers

33641
Discovered
28827
Scored
2086
Verified
16950
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10801
dinek-k
A Model Context Protocol server providing tools for SQLite database operations …
C 64 55 71 91 21 81 40
10802
KanvaBhatia-Alaan
slack-indexed Claim 1
An MCP server for semantic search and retrieval of indexed Slack messages store…
C 64 55 45 66 30 81 96
10803
joesaby
doctree-mcp Claim
BM25 search + tree navigation over markdown docs for AI agents. No embeddings, …
C 64 54 60 18 N/A 66 95 90
10804
bensinclair
Weather MCP Server Claim 1
A Model Context Protocol server that retrieves current weather information for …
C 64 55 59 100 20 81 41
10805
leila-huang
NEI MCP Server Claim
Enables interaction with the NEI platform to query project resources such as in…
C 64 55 54 60 34 82 86
10806
p-poss
DJ Claude Claim
Agents can now live code music for you, themselves, and each other while they w…
C 64 64 96 46 0 50 95 93
10807
d4nshields
Integrates I Ching divination with AI responses, allowing users to receive guid…
C 64 55 66 74 41 82 45
10808
adhinugroho1711
A collection of Model Context Protocol servers for cryptocurrency APIs (CoinGec…
C 64 54 66 40 N/A 18 95 90
10809
kenjihikmatullah
Integrates Productboard API into agentic workflows, allowing interaction with c…
C 64 66 96 62 0 40 81 98
10810
y-nihat
Math MCP Server Claim
Provides mathematical operations through MCP, enabling addition and multiplicat…
C 64 55 60 38 36 82 100
10811
devroopsaha744
TexMCP Claim 1
An MCP server that converts LaTeX into high-quality PDF documents. It provides …
C 64 54 57 33 N/A 44 95 93
10812
OkYongChoi
Bridges Confluence Wiki with Large Language Models, allowing them to search, re…
C 64 55 66 43 24 80 100
10813
Symfomany
Enables management of culinary recipes through web scraping from sites like Mar…
C 64 55 60 45 30 81 98
10814
Wildebeest
MCP PDF Forms Claim
A server providing PDF form manipulation tools via MCP's API, allowing users to…
C 64 55 72 33 28 80 99
10815
floodfx
MCP Server Linear Claim 2
An MCP server that provides tools for interacting with Linear issue tracking sy…
C 64 55 45 70 31 78 92
10816
akiojin
PlayFab MCP Server Claim
A server that enables LLMs (like Claude and VSCode Copilot) to interact with Az…
C 64 55 56 53 79 83 54
10817
luiox
openocd-mcp Claim
An OpenOCD debug MCP server that manages debugging targets and sessions by reus…
C 64 54 62 33 N/A 49 90 89
10818
franccesco
Bloomy MCP Claim 2
A Model Context Protocol server that connects AI assistants to Bloom Growth's G…
C 64 55 39 82 22 81 92
10819 C 64 64 72 72 0 45 95 99
10820
broerjuang
MCP Weather Server Claim
A containerized server that provides weather tools for AI assistants, allowing …
C 64 55 54 100 N/A 21 95 35
10821
leosebben
mcp-meupc Claim 2
An MCP server for searching PC components and comparing prices across Brazilian…
C 64 55 51 52 74 82 66
10822
EmilyThaHuman
A Model Context Protocol server deployed on Cloudflare Workers that enables int…
C 64 55 49 57 32 80 100
10823
Oanakiaja
A chrome extension bridge that allows you to connect to a mcp server to use glo…
C 64 54 64 22 N/A 49 95 90
10824
EmjayAhn
Enables conversation history sharing between ChatGPT and Claude with secure mul…
C 64 55 78 62 26 81 57
10825
RapidoCloud
MCP Force Claim
Enables AI agents to interact with Salesforce organizations through natural lan…
C 64 55 96 53 49 81 27
10826
shenyimings
DocNav-MCP Claim
DocNav is a Model Context Protocol (MCP) server which empowers LLM Agents to re…
C 64 55 66 31 43 81 99
10827
aserper
Enables interaction with Jellyseerr media request systems through natural langu…
C 64 55 68 41 28 81 96
10828
argia-andreas
Linear MCP Server Claim 1
A server that allows AI assistants to access and retrieve Linear ticket data th…
C 64 55 68 70 25 81 66
10829
sfc-gh-tgordonjr
Integrates Snowflake Cortex AI features like Cortex Search and Analyst into the…
C 64 55 78 41 41 77 78
10830
ohare93
MCP SSH SRE Claim 1
Provides read-only server monitoring and diagnostic tools for AI assistants to …
C 64 55 60 41 55 81 86
10831
minhalvp
Android MCP Server Claim 1
A server enabling programmatic control over Android devices through ADB, provid…
C 64 54 72 22 N/A 49 82 98
10832
1ch1n
mychatarchive Claim
Local-first AI memory archive. Import ChatGPT, Claude, and Grok exports, genera…
C 64 55 64 26 N/A 57 82 93
10833
huntkil
A server that provides HTTP API access to manage Obsidian Vaults and Markdown f…
C 64 54 80 31 N/A 28 89 85
10834
benzsevern
DevPilot Claim
Dev server supervisor for AI coders. Manages dev server lifecycles, detects rel…
C 64 55 70 10 66 81 98
10835
tedfytw1209
mcp-server-EVEfleet Claim 1
An MCP server that provides tools for EVE Online players to manage their fleets
C 64 54 57 43 N/A 54 80 89
10836
james116blue
Incident forensic with log files analyzing
C 64 54 62 38 N/A 31 95 91
10837
kokevidaurre
Looker Admin MCP Claim
Provides over 60 administrative tools for managing users, groups, roles, schedu…
C 64 55 78 41 27 80 84
10838
SAhmadUmass
Notion MCP Server Claim 2
A Model Context Protocol server that enables Claude and other LLMs to interact …
C 64 55 69 68 24 76 73
10839
gcorroto
A Model Context Protocol server that allows AI assistants to save structured in…
C 64 55 33 70 43 81 93
10840
BrianCusack
Provides access to organizational Sharepoint documents through the Microsoft Gr…
C 64 55 76 41 25 81 88
10841
nitvob
Weather MCP Server Claim
Provides real-time weather forecasts and alerts for US locations using the Nati…
C 64 55 72 28 30 83 100
10842
b0ttle-neck
mcp-steampipe Claim
This is an MCP written for steampipe. This Steampipe MCP tool allows Claude to …
C 64 54 54 35 N/A 44 95 94
10843
Abysswalkr
PortHunter MCP Claim
Analyzes PCAP/PCAPNG network capture files to detect port scanning techniques (…
C 64 54 42 53 N/A 44 95 85
10844
JdotX
An MCP server that provides jokes to Microsoft Copilot Studio, demonstrating ho…
C 64 55 41 55 46 82 100
10845
reklis
Enables AI agents to interact with Google Analytics 4 data, providing tools for…
C 64 55 68 22 50 82 100
10846
cryppadotta
Wizzypedia MCP Server Claim 2
A Model Context Protocol server that enables searching, reading, and editing wi…
C 64 55 69 91 28 78 40
10847
pholex
Enables interaction with Qinglong Panel (青龙面板) to query, execute, and monitor s…
C 64 55 72 43 39 81 80
10848
yangkyeongmo
Enables integration with OpenMetadata by wrapping its REST API for standardized…
C 64 55 60 35 63 78 90
10849
robcerda
Connects Claude to the SportRadar MLB API to access real-time baseball data inc…
C 64 55 74 35 23 82 98
10850
oraichain
RAGFlow MCP Claim
A simple temporary MCP server for RAGFlow that bridges the gap until an officia…
C 64 54 66 35 N/A 43 88 88
Showing 10801–10850 of 33641 servers
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