MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8901
miekxd
Provides LLMs with full PostgreSQL database access, including tools for query e…
C 68 55 72 42 40 81 100
8902
benpeke
Provides tools to create, update, delete, and search catalog items through the …
C 68 55 72 68 22 78 90
8903
xinmu-wyb
Enables AI assistants to intelligently fetch, parse, search, and rank resumes f…
C 68 55 72 56 25 81 94
8904
andrianthan
Enables AI-powered media manipulation including face swapping for videos and ph…
C 68 55 60 72 30 81 92
8905
yincongcyincong
An MCP server for interacting with VictoriaMetrics database.
C 68 54 71 50 N/A 27 89 95
8906
ishuru
Open MCP Server Claim
A modular productivity automation server providing reusable prompt templates, c…
C 68 55 96 82 30 81 30
8907 C 68 55 80 75 N/A 24 95 49
8908
surferdot
MCP SVG Converter Claim 1
A Model Context Protocol server that provides tools for converting SVG code to …
C 68 54 39 65 N/A 52 90 100
8909
azer
Analyze React code locally, generate docs / llm.txt for whole project at once
C 68 54 84 50 N/A 25 84 87
8910
Stackbilt-dev
Image generation, Cloudflare Worker scaffolding, C-level agent reasoning, and b…
C 68 55 96 10 56 82 94
8911
agenthotspot
Enables AI agents to search and discover over 6,000 curated MCP connectors from…
C 68 55 64 43 54 82 98
8912
chu2bard
termlink Claim 1
MCP server for shell and terminal operations
C 68 54 67 48 N/A 46 80 99
8913
singularitybridge
Bridges Cline to an AI agent system through the Model Context Protocol, enablin…
C 68 55 60 68 50 81 79
8914
tositon
OpenDeepSearch Claim
A research tool that performs comprehensive, in-depth research on complex topic…
C 68 55 84 46 38 81 84
8915
MelaLitho
Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaini…
C 68 55 84 53 23 76 90
8916
RmMargt
A bridge between AI assistants and search services that implements A2A protocol…
C 68 55 90 46 37 81 74
8917
ALGeek01
Java Testing Agent Claim
Automates Java Maven testing workflows with decision table-based test generatio…
C 68 54 84 31 N/A 21 95 96
8918
Origin-Digital-LLC
acme-mcp Claim
A nested MCP system that demonstrates server composition by using an orchestrat…
C 68 55 78 53 30 76 94
8919
raskolnikovdd
Enables persistent, intelligent memory across sessions using a weighted, interc…
C 68 54 66 41 N/A 47 92 93
8920
ringostat
Fider MCP Server Claim
Enables interaction with Fider customer feedback platforms, supporting post man…
C 68 55 78 42 36 82 98
8921
piekstra
Enables AI assistants to interact with New Relic monitoring and observability d…
C 68 55 60 38 66 81 100
8922
MadeByNando
MCP Postgres Server Claim 1
A server implementing the Model Context Protocol (MCP) for Cursor that allows u…
C 68 55 72 62 20 81 96
8923
mikah13
mcp-clickup Claim 2
MCP Server for the ClickUp API,
C 68 55 51 65 60 78 88
8924
stephenballot-ai
legacy-shield Claim 1
Zero-knowledge encrypted vault for AI agents. EU-hosted persistent storage.
C 68 54 66 72 N/A 35 81 80
8925
AlexAI-MCP
Provides comprehensive Korean Beauty information through real-time web search, …
C 68 55 78 51 29 81 92
8926
Y1L1N10
XMind Generator MCP Claim 1
An MCP server that enables users to generate structured XMind mind maps with hi…
C 68 54 51 62 N/A 58 89 83
8927
gkzhb
Connect to your Crawl4AI docker API server.
C 68 55 62 63 46 81 84
8928
demomagic
LI.FI MCP Server Claim
Enables AI assistants to interact with LI.FI's cross-chain infrastructure, prov…
C 68 55 66 67 21 81 96
8929
StudentOfJS
Provides tools for frontend testing including code analysis, test generation, t…
C 68 55 76 60 43 81 71
8930
402-md
@402md/mcp Claim 1
An MCP server that transforms SKILL.md files into executable tools for AI agent…
C 68 55 63 61 35 82 93
8931
WHUT-News
Enables storing and retrieving weather forecasts with text and audio in Google …
C 68 55 78 52 26 81 95
8932
alexandrebagio
SWAPI Server Claim
Provide seamless access to Star Wars API data for your applications. Fetch, man…
C 68 54 56 57 N/A 29 92 100
8933
mylxsw
Enables text-to-speech conversion using Minimax AI's voice synthesis API with a…
C 68 55 76 46 39 80 91
8934
erikhoward
A Model Context Protocol server that enables standardized interaction with Azur…
C 68 55 77 43 47 81 88
8935
axiomhq
Axiom Claim 1
A Model Context Protocol server implementation for Axiom that enables AI agents…
C 68 55 71 35 65 81 92
8936
ttpears
MySQL Explorer Claim
An intelligent MySQL MCP Server with expert data analytics capabilities and com…
C 68 55 84 75 N/A 41 81 46
8937
MR901
mcp-plots Claim 1
MCP server for data visualization with Mermaid charts.
C 68 54 69 38 N/A 55 95 84
8938
jilio
An MCP server that enables AI agents to retrieve and analyze error reports from…
C 68 55 39 71 50 83 98
8939
samhavens
A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Co…
C 68 55 66 82 N/A 25 95 58
8940
lharries
whatsapp-mcp Claim 1
An MCP server for searching your personal WhatsApp messages, contacts and sendi…
C 68 54 51 50 N/A 56 87 98
8941
ebhattad
nfl-mcp Claim 2
An MCP server that provides access to over 12 years of NFL play-by-play data th…
C 68 54 63 30 N/A 65 92 94
8942
YeomYuJun
Manages knowledge graph data synchronized with GitHub repositories, enabling re…
C 68 55 86 63 45 81 56
8943
AdirD
Hilanet MCP Claim
A satirical MCP server providing HR-related tools that simulate actions in a co…
C 68 54 74 58 N/A 20 90 87
8944
openreview
Exposes the structure and documentation of the openreview-py library, enabling …
C 68 55 86 36 29 81 97
8945
abhinavnatarajan
sqlite-reader-mcp Claim
A lightweight MCP server that provides read-only access to SQLite databases, al…
C 68 54 74 35 N/A 37 95 96
8946
ResakaGit
mcp-glassbox Claim 1
An MCP server that enables running tests and retrieving filtered telemetry summ…
C 68 54 51 65 N/A 40 90 89
8947
giovannicocco
An MCP server that generates AI agent tools from Postman collections and reques…
C 68 55 69 57 40 81 86
8948
FactrueSolin
api-test-mcp Claim
api-test-mcp
C 68 55 74 62 39 81 75
8949
parikshitBoxtalk
An MCP server for interacting with SQL Server databases that enables schema ins…
C 68 55 77 58 27 77 93
8950
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
Showing 8901–8950 of 67197 servers
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