MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13901
RobertBauer-dev
A tutorial MCP server for learning the Model Context Protocol by building file …
C 56 5⁄4 ◉ ⏳ 60 36 N/A 21 87 65
13902
VienLi
lark-tools-mcp connects Lark and cursor. It provides cursor with the ability to…
C 56 6⁄6 ◉ ⏳ 56 57 0 51 80 97
13903
VeyraX
veyrax Claim
VeyraX MCP is the only connection you need to access all your tools in any MCP-…
C 56 6⁄4 ◉ ⏳ 68 48 0 28 100 88
13904
alphago2580
Access Korea’s G2B procurement and Nara Market data for bid notices, awards, co…
C 56 6⁄6 ◉ ⏳ 78 63 0 46 80 69
13905
akream
A FastAPI server that implements the Model Context Protocol (MCP) using Server-…
C 56 5⁄5 ◉ ⏳ 54 22 — 23 81 100
13906
stayce
icf-mcp Claim 1
WHO ICF classification codes for health and disability. Lookup, search, browse …
C 56 6⁄6 ◉ ⏳ 76 57 0 45 80 78
13907
AlexlaGuardia
Mailchimp MCP Server ⚡ Claim 1
A production-grade MCP server that integrates with the Mailchimp Marketing API …
C 56 5⁄5 ◉ ⏳ 60 0 — 45 82 99
13908
kelseyee
Calculator MCP ⚡ Claim
A numerical calculator based on Model Context Protocol (MCP) that provides simp…
C 56 5⁄4 ◉ ⏳ 42 30 N/A 20 95 88
13909
sboludaf
A Model Context Protocol server that enables programmatic querying of Azure res…
C 56 5⁄5 ◉ ⏳ 51 33 — 16 81 96
13910
grzetich
Enables querying real-time adoption metrics, trends, and comparisons for popula…
C 56 6⁄6 ◉ ⏳ 84 36 0 45 81 90
13911
xiaobenyang-com
temp-notes ⚡ Claim
A lightweight service that provides cross conversation temporary information st…
C 56 6⁄4 ◉ ⏳ 72 66 0 45 95 55
13912
takereshui
Enables video text extraction using multiple speech recognition providers inclu…
C 56 5⁄5 ◉ ⏳ 66 41 — 28 81 57
13913
Stauffacher
An example Model Context Protocol (MCP) server that provides basic mathematical…
C 56 5⁄4 ◉ ⏳ 48 16 N/A 27 94 97
13914
cjpnice
An automation server that enables interaction with Xiaohongshu platform through…
C 56 5⁄4 ◉ ⏳ 42 38 N/A 18 95 81
13915
AIGC-Hackers
mcpx ⚡ Claim
苹果 MCP 工具 ✅
C 56 6⁄6 ◉ ⏳ 90 10 0 81 82 83
13916
a-kaibu
Provides access to developer roadmap content from roadmap.sh, allowing users to…
C 56 6⁄6 ◉ ⏳ 62 56 0 36 81 100
13917
CooKey-Monster
Ebay MCP Server ⚡ Claim 1
A Model Context Protocol server that lets you fetch auctions from Ebay.com usin…
C 56 5⁄5 ◉ ⏳ 63 21 — 37 81 75
13918
joaowinderfeldbussolotto
A simple Model Context Protocol server that enables searching and retrieving re…
C 55 5⁄5 ◉ ⏳ 48 31 — 23 81 90
13919
YinTokey
mcp_hackernews ⚡ Claim
MCP server exposing a simple Hacker News search tool (top stories).
C 55 5⁄4 ◉ ⏳ 24 30 N/A 28 95 100
13920
DynamicEndpoints
Execute PowerShell commands securely with controlled timeouts and input validat…
C 55 6⁄6 ◉ ⏳ 86 30 0 46 81 87
13921
fino-oss
Scans Base L2 smart contracts for security risks. Risk score 0-100, detects bac…
C 55 5⁄4 ◉ ⏳ 66 0 N/A 29 82 95
13922
YuHuanHsu
A Cloudflare Workers-based service that enables intelligent searching, automati…
C 55 6⁄6 ◉ ⏳ 84 46 0 18 81 92
13923
JuanPQ26
Enables LLMs and AI applications to interact with Azure DevOps Work Items, supp…
C 55 5⁄5 ◉ ⏳ 54 17 — 23 81 99
13924
elleys
Enables automated collection and downloading of multimedia content (images, GIF…
C 55 5⁄4 ◉ ⏳ 42 36 N/A 23 95 77
13925
kakimochi
ROS2 MCP Server ⚡ Claim
A Python-based server that enables AI assistants to control robots by integrati…
C 55 5⁄4 ◉ ⏳ 48 30 N/A 21 94 80
13926
regenrek
Deepwiki MCP Server ⚡ Claim 1
An MCP server that fetches and converts Deepwiki documentation into Markdown, a…
C 55 6⁄6 ◉ ⏳ 45 58 0 69 81 90
13927
mamprimauto
Enables executing terminal commands and managing files across different context…
C 55 5⁄5 ◉ ⏳ 48 82 — 23 81 30
13928
pdichone
Enables exploration of geographical data including countries, cities, states/pr…
C 55 5⁄4 ◉ ⏳ 40 22 N/A 25 95 94
13929
Aas-ee
OpenWebSearch ⚡ Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
C 55 6⁄6 ◉ ⏳ 76 10 0 79 82 99
13930
blackboxprojects
A Cloudflare Worker that provides a Model Context Protocol (MCP) interface for …
C 55 5⁄5 ◉ ⏳ 48 28 — 21 81 96
13931
aiopinions
A production-ready Model Context Protocol server implementation that connects A…
C 55 5⁄5 ◉ ⏳ 48 25 — 37 82 85
13932
hunter-io
Hunter MCP Server ⚡ Claim
Provides integration between Hunter API and LLM providers supporting the MCP pr…
C 55 6⁄6 ◉ ⏳ 78 35 0 40 81 100
13933
kcbabo
my-mcp-server ⚡ Claim 1
A Model Context Protocol server built with FastMCP that enables dynamic tool lo…
C 55 5⁄5 ◉ ⏳ 45 25 — 24 82 100
13934
skerishKang
Enables comprehensive control of Hangul (HWP) documents through an MCP server, …
C 55 5⁄4 ◉ ⏳ 56 28 N/A 17 89 77
13935
danpeig
Enables water and wastewater treatment system design by accessing Plutocalc Des…
C 55 6⁄6 ◉ ⏳ 80 35 0 35 82 99
13936
jk7g14
Gemini Image MCP ⚡ Claim 1
Enables image generation and multi-turn editing sessions using the Gemini API w…
C 55 5⁄5 ◉ ⏳ 48 57 — 32 80 54
13937
Liu-creators
MySQL MCP ⚡ Claim
A tool that provides simple API to execute SQL queries and manage MySQL databas…
C 55 5⁄5 ◉ ⏳ 54 33 — 20 81 79
13938
doffpett
EvHenter MCP Claim 1
An event aggregation platform that enables users to search, retrieve, and creat…
C 55 6⁄6 ◉ ⏳ 62 63 0 27 80 93
13939
rioriost
AGE-MCP-Server ⚡ Claim 1
An MCP server that provides natural language interaction with Apache AGE graph …
C 55 6⁄6 ◉ ⏳ 71 26 0 66 81 95
13940
Narasimhakatta
JMeter MCP Server ⚡ Claim 1
A Model Context Protocol server that enables executing and interacting with JMe…
C 55 5⁄4 ◉ ⏳ 33 38 N/A 19 91 92
13941
Lykhoyda
ask-ollama ⚡ Claim 2
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no AP…
C 55 5⁄4 ◉ ⏳ 75 0 N/A 75 89 39
13942
vishal84
A secure MCP server example that demonstrates how to deploy to Google Cloud Run…
C 55 5⁄5 ◉ ⏳ 60 15 — 24 81 92
13943
hatimitu76
mcp-shoten-url ⚡ Claim
Enables creation of shortened URLs using the x.gd URL shortening service throug…
C 55 6⁄6 ◉ ⏳ 54 63 0 42 81 94
13944
McKhanster
Enables semantic search and retrieval of MCP (Model Context Protocol) documenta…
C 55 5⁄5 ◉ ⏳ 48 25 — 19 81 98
13945
owayo
Analyzes source code dependencies across multiple programming languages in the …
C 55 5⁄4 ◉ ⏳ 42 18 N/A 37 94 88
13946
meanands
A natural language interface that allows Claude to execute SQL queries on your …
C 55 5⁄4 ◉ ⏳ 48 36 N/A 12 77 94
13947
BowenXU0126
Send personalized greetings with optional pirate flair. Compose friendly saluta…
C 55 6⁄6 ◉ ⏳ 64 57 0 29 82 95
13948
iamsumit-git
Implements a Multi-Channel Platform Server that integrates with existing Enterp…
C 55 5⁄5 ◉ ⏳ 54 35 — 21 71 89
13949
stayce
shortcut-mcp Claim
Shortcut project management. Create, update, search stories and manage workflow…
C 55 6⁄6 ◉ ⏳ 72 65 0 45 81 64
13950
kjozsa
Git MCP ⚡ Claim 2
MCP server for managing Git operations on local repositories, allowing users to…
C 55 5⁄4 ◉ ⏳ 47 23 N/A 13 95 92
Showing 13901–13950 of 69135 servers
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