MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12451
abenke
Enables LLMs like Claude to manage Google Tasks by listing, creating, updating,…
C 61 55 62 22 43 81 98
12452
dennismartis
An MCP server that provides tools and resources for managing a coding project's…
C 61 54 39 58 N/A 12 95 96
12453
qingfeng
Provides AI assistants with access to real-time DeFi lending rates and yield da…
C 61 66 94 56 0 39 82 92
12454
GizAI
Arche Browser Claim 1
An MCP server for comprehensive browser automation and full local PC control vi…
C 61 55 57 38 42 81 84
12455
guillelagoria
Enables users to search and access DOOR support documentation and knowledge bas…
C 61 66 88 72 0 22 81 93
12456
dravidsajinraj-iex
Code Runner Claim
Execute JavaScript and Python code securely in isolated environments with compr…
C 61 64 80 67 0 29 90 92
12457
anpy-j
MCP Oracle Server Claim 1
A Model Context Protocol server that enables Claude to access and interact with…
C 61 54 45 30 N/A 38 95 98
12458
cjmontgom
Enables local task management through the Model Context Protocol with tools for…
C 61 54 78 0 N/A 30 94 99
12459
manojk0303
Enables AI agents to send transactional emails programmatically through the Lem…
C 61 66 84 66 0 46 81 87
12460
Wildcard-Official
DeepContext Claim 1
Adds symbol-aware semantic search to coding agents like Codex CLI and Claude Co…
C 61 64 94 65 0 55 88 61
12461
ag2-mcp-servers
HPSSC MCP Server Claim
This server enables communication with the Himachal Pradesh Staff Selection Com…
C 61 55 60 57 21 81 78
12462
yuezheng2006
Personal JIRA MCP Claim 1
An MCP server that enables AI assistants to interact with JIRA, allowing for qu…
C 61 55 47 43 46 81 93
12463
benjaminr
mcp-koii Claim 1
Enables controlling a Teenage Engineering EP-133 K.O. II sampler via MIDI throu…
C 61 54 53 33 N/A 28 95 94
12464
lukeylias
A Model Context Protocol server that provides AI assistants access to Mesh Desi…
C 61 55 57 48 19 81 94
12465
thuong204
A deployable MCP server on Cloudflare Workers that allows you to create and exp…
C 61 55 48 65 21 81 84
12466
highlight-ing
Extracts diffs from GitHub Pull Requests, allowing users to retrieve and analyz…
C 61 55 72 33 13 81 94
12467
jabberjabberjabber
Enables interaction with qBittorrent through its Web API to search for torrents…
C 61 55 54 51 24 80 93
12468
lorrylockie
Lark MCP Server Claim 1
A server that enables LLMs to interact with Lark/Feishu services, currently sup…
C 61 55 54 55 22 80 88
12469
aptos-labs
Aptos NPM MCP Claim 1
Enables users to manage API keys and perform Aptos Build actions through MCP-co…
C 61 55 56 82 31 81 45
12470
smhajimirzaei
An intelligent continuous integration server that provides automated Python cod…
C 61 55 60 31 37 81 93
12471
kami2k1
MCP MySQL Server Claim
Enables full control database operations on MySQL through natural language comm…
C 61 55 66 33 16 81 100
12472
leogue
StockMCP Claim
Provides real-time stock market data and financial analysis through Yahoo Finan…
C 61 66 94 62 0 23 81 96
12473
rocket-connect
mcpconnect Claim
Inspect and debug Model Context Protocol servers directly in your browser.
C 61 66 96 38 0 68 78 90
12474
swonixs
Provides current weather and air quality data for any city using WeatherAPI, ea…
C 61 55 54 55 22 81 87
12475
mehmetakinn
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
C 61 55 45 37 45 81 99
12476
avxxoo
A powerful interface for extending AI capabilities through remote control, calc…
C 61 55 60 43 23 81 91
12477
RuoJi6
An MCP-based Java decompilation tool that uses the CFR decompiler to convert .c…
C 61 54 42 37 N/A 49 92 87
12478
PuneetChandel
Enables secure interaction with billing systems through comprehensive PII/PCI r…
C 61 55 60 46 16 81 92
12479
leaveanest
Enables access to SORACOM IoT platform data including Harvest sensor data, file…
C 61 55 54 42 47 81 81
12480
kikumoto
A Model Context Protocol server that enables secure remote tool connections via…
C 61 54 45 62 N/A 26 90 75
12481
elblanco2
DevDocs MCP Server Claim
Provides access to 600+ documentation libraries from DevDocs.io including Pytho…
C 61 66 94 57 0 30 81 98
12482
somacaru
Echo MCP Server Claim
A simple demonstration MCP server that provides an echo tool and resource for l…
C 61 54 54 41 N/A 25 88 93
12483
simonliu-moltbot
Enables AI agents to create and interact with ASCII-based Zen gardens through t…
C 61 55 54 50 27 81 90
12484
bamada
nestjs-mcp Claim
NestJS module for seamless Model Context Protocol (MCP) server integration usin…
C 61 54 78 33 N/A 71 92 28
12485
sinanuozdemir
An introduction to the world of AI Agents
C 61 54 68 17 N/A 32 87 97 JU
12486
caiovicentino
A bridge between AI assistants and cryptocurrency payment services that enables…
C 61 55 78 22 25 81 93
12487
iportilla
A cloud-deployable math tool server that provides calculator capabilities to lo…
C 61 55 56 30 43 82 94
12488
armand0e
Enables AI-powered searches through a local Perplexica instance with multiple f…
C 61 64 78 52 0 59 95 88
12489
AmritanshuPrashar
An automated trading bot that interfaces with Zerodha to execute stock trades, …
C 61 54 54 50 N/A 21 95 76
12490
SongT-50
Korean stock market data - prices, dividends, short selling, financial disclosu…
C 61 66 72 66 53 20 82 57
12491
HarishGangula
A TypeScript implementation of a Model Context Protocol server and client that …
C 61 54 36 62 N/A 6 94 100
12492
revomkg
BMKG MCP Server Claim
An unofficial MCP server that provides access to Indonesia's BMKG data, includi…
C 61 55 54 31 42 80 100
12493
zhaoxin34
MCP Server for MySQL Claim 2
A Model Context Protocol server providing read-only access to MySQL databases, …
C 61 55 57 51 43 69 81
12494
Villarley
A serverless implementation that allows deploying a remote Model Context Protoc…
C 61 55 48 68 21 81 80
12495
Wolfe-Jam
gemini-faf-mcp Claim
Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .…
C 61 64 72 46 0 63 95 100
12496
docker-hackerxbt68
Enables Bitcoin Lightning wallet integration with LLMs through Nostr Wallet Con…
C 61 66 72 68 0 53 81 93
12497
nathan-bw
UniFi MCP Server Claim
Enables managing UniFi networks through natural language, allowing users to mon…
C 61 66 84 67 0 35 76 98
12498
hhw67865
This MCP server provides access to TripAdvisor data for planning vacations, ena…
C 61 55 60 35 38 81 89
12499
DaanTheoden
Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.…
C 61 66 94 50 0 49 81 88
12500
Sunwood-ai-labs
A Model Context Protocol server that analyzes and evaluates GitHub README docum…
C 61 55 57 100 N/A 19 95 16
Showing 12451–12500 of 66495 servers
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