MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9151
filipecalegario
strateegia MCP Server Claim 1
An integration server that enables AI assistants like Claude or Cursor to acces…
C 68 55 80 87 25 81 47
9152
OnePieceLwc
Mind Map MCP Claim
Automatically generates mind map images from text content using Coze API workfl…
C 68 55 86 66 23 81 68
9153
ebimopondei
Provides personalized CSS learning updates by tracking known concepts in memory…
C 68 55 66 61 27 80 100
9154
izzzzzi
codewiki-mcp Claim 1
MCP server for codewiki.google. Search repos, fetch AI-generated wiki docs, and…
C 68 55 49 82 78 95 37
9155
orkuhh
Memory MCP Server Claim
Provides tools for AI agents to manage long-term memories, daily notes, and TOD…
C 68 54 86 28 N/A 30 90 100
9156
Pantagrueliste
tei-mcp Claim
Helps AI agents read and write valid TEI XML. Element lookup, attribute resolut…
C 68 55 72 28 64 84 94
9157
refined-element
lightning-enable-mcp Claim 1
Add Bitcoin Lightning payments to MCP-enabled AI agents. Pay invoices, create i…
C 68 55 90 43 49 58 94
9158
alex-gon
The Game Crafter Claim 1
Design, manage, and price tabletop games on The Game Crafter via MCP.
C 67 54 88 0 N/A 80 77 99
9159
TalissonFV
A simple user management service that enables creating new users and retrieving…
C 67 54 60 52 N/A 22 95 96
9160
edhijlu
3GPP MCP Server Claim
Enables AI assistants to access and search 3GPP telecommunications specificatio…
C 67 55 84 38 34 81 90
9161
ShenghaiWang
A Model Context Protocol server that enables building Android projects and runn…
C 67 54 63 41 N/A 39 95 92
9162
Seym0n
tiktok-mcp Claim
Interact with TikTok videos
C 67 66 90 67 0 76 80 95
9163
Blackklegend
Enables interaction with PostgreSQL databases through natural language commands…
C 67 55 66 55 24 81 100
9164
moecodeshere
Postgres MCP Pro Claim
An open source Model Context Protocol server for PostgreSQL that provides datab…
C 67 55 72 30 50 82 99
9165
luizzzvictor
mcp-comexstat
C 67 55 78 82 45 81 34
9166
dbustosjr
A production-ready browser automation server that enables AI assistants to inte…
C 67 54 66 43 N/A 24 94 100
9167
oneagentlabs
Provides real-time AI model pricing, cost estimation, and budget management too…
C 67 55 66 52 35 83 92
9168
Moe03
Provides access to Google Maps API functionality including geocoding, place sea…
C 67 55 86 83 40 80 29
9169
henrysouchien
Provides tools for interacting with Interactive Brokers Gateway to access marke…
C 67 54 76 36 N/A 33 92 92
9170
spranjal3301
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
C 67 54 66 33 N/A 44 95 96
9171
zxzinn
A remote MCP server deployable on Cloudflare Workers that provides integrated G…
C 67 55 60 67 27 81 95
9172
sunhye
Get real-time conditions and ultra-short-term forecasts across South Korea. Che…
C 67 54 64 55 N/A 44 92 77
9173
sergiuiacob1
A Flask-based reference implementation demonstrating how to build an MCP server…
C 67 54 80 30 N/A 24 94 100
9174
c-wenlong
Create personalized greetings for people or groups in seconds. Toggle a playful…
C 67 54 56 62 N/A 30 95 87
9175
consolecowboy0
Race MCP Server Claim
Enables AI-powered racing coaching and telemetry analysis for iRacing, providin…
C 67 55 84 74 N/A 22 95 41
9176
lis186
A Model Context Protocol server that provides accurate Taiwan holiday and makeu…
C 67 55 69 100 57 81 17
9177
yawlhead91
MariaDB MCP Server Claim
Enables interaction with MariaDB databases through secure read-only operations.…
C 67 55 66 74 46 81 63
9178
berrydev-ai
JSON MCP Server Claim
Provides powerful JSON manipulation tools through Model Context Protocol, enabl…
C 67 55 78 56 19 81 87
9179
Yonsn76
MyPos MCP Claim
A Model-Context-Protocol server that connects to MySQL or PostgreSQL databases,…
C 67 54 48 62 N/A 25 95 100
9180
samusilv
Growth Hacker MCP Claim
Enables creators and marketers to generate viral social media hooks, format tex…
C 67 55 72 83 N/A 24 95 43
9181
squirrelogic
Facilitates interactive feature discussions with AI guidance, maintaining conte…
C 67 55 78 83 35 81 41
9182
maplehilllabs
Enables AI assistants to interact with Slack Lists through comprehensive tools …
C 67 55 76 43 44 81 89
9183
f
A comprehensive framework for building remote MCP servers on Cloudflare Workers…
C 67 55 72 46 37 81 96
9184
hyperb1iss
django-mcp Claim
Bridges Django applications with AI assistants by implementing the Model Contex…
C 67 54 82 27 49 95 75
9185
Spathodea-Network
A Model Context Protocol server that facilitates integration with OpenCTI, allo…
C 67 55 63 66 36 81 82
9186
avahowell
offeryn Claim 1
Build tools for LLMs in Rust using Model Context Protocol
C 67 54 78 32 N/A 47 92 83
9187
tjameswilliams
AI Charts Claim 2
An MCP server that enables AI assistants to programmatically create and manage …
C 67 55 81 27 45 82 99
9188
saiprasadthalluri
Enables LLMs to search for food products and retrieve detailed nutritional info…
C 67 54 60 56 N/A 19 95 98
9189
mahdin75
gis-mcp Claim
A Model Context Protocol (MCP) server implementation that connects Large Langua…
C 67 55 64 33 N/A 74 82 87
9190
valyc0
MCP MD2PDF Server Claim
Provides tools for converting Markdown content and files into professional PDF …
C 67 55 78 51 16 81 97
9191
theYahia
HuntFlow MCP Server Claim 1
Integrates with HuntFlow ATS to manage vacancies, candidates, resumes, and recr…
C 67 44 45 58 83 87
9192
Articulated7
enfusion-mcp Claim 1
An MCP server for Arma Reforger and Enfusion engine modding that enables users …
C 67 54 75 25 N/A 62 92 84
9193
agentic-ops
real-estate-mcp Claim
A demo showcase of a comprehensive MCP Server setup using a real estate website…
C 67 55 84 20 N/A 44 83 99
9194
Dysron
Ableton MCP Claim 1
Enables AI assistants to control Ableton Live through natural language by query…
C 67 54 76 33 N/A 25 92 100
9195
JWitcoff
Enables natural voice interaction with Claude Code through speech-to-text, supp…
C 67 54 72 31 N/A 34 95 97
9196
smchase
Piazza MCP Server Claim
Enables AI agents to browse, search, and read content from Piazza course forums…
C 67 55 68 40 49 80 98
9197
koki-develop
A template repository for creating MCP servers that can be easily containerized…
C 67 54 54 27 N/A 67 95 100
9198
anishtejwanigemi-max
Figma MCP Server Claim
Enables interaction with Figma files through tools that list projects/files, fe…
C 67 55 72 82 N/A 26 95 44
9199
hemenge133
Screen View MCP Claim
Enables AI assistants to capture and analyze screenshots using Claude Vision AP…
C 67 55 76 68 28 82 69
9200
ivanbtrujillo
MCP Server Example Claim
A basic MCP server template that can be integrated with Cursor to enable AI too…
C 67 54 50 61 N/A 26 94 100
Showing 9151–9200 of 57597 servers
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