MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22851
dingdawg
AI support agent — ticket classification, response drafting, escalation routing.
C 63 33 54 N/A N/A 53 83
22852
jahzlariosa
Enables interaction with WordPress sites through the REST API, supporting conte…
C 63 44 60 72 30 81
22853
codebyyassine
Enable your agents to interact with Discord through a selfbot interface using t…
C 63 33 54 N/A N/A 35 95
22854
pazuzu1w
A secure protocol server that allows AI assistants to safely interact with Ubun…
C 63 44 72 45 50 81
22855
vapvarun
Enables AI assistants to interact with BuddyPress sites through the REST API v2…
C 63 44 78 56 25 81
22856
teamssUTXO
Bitcoin-MCP-Server Claim
The first MCP Server dedicated to Bitcoin ecosystem
C 63 43 62 28 N/A 70 95
22857
surrealdb
surrealmcp Claim
The official MCP server for SurrealDB
C 63 43 56 46 N/A 59 90
22858
afarhadi99
Expose WordPress and WooCommerce REST API tools to enable seamless integration …
C 63 43 74 55 N/A 22 89
22859
athola
skrills Claim
Coordinate skills between Codex, Copilot, and Claude Code. Validates, analyzes,…
C 63 43 64 20 N/A 74 95
22860
Xodus-CO
hcloud-mcp Claim 1
A Model Context Protocol server for the Hetzner Cloud API that enables natural …
C 63 44 57 71 39 82
22861
edgeandnode
Amp MCP Claim
Provides developer-focused documentation and tools for building applications on…
C 63 44 66 55 46 81
22862
mattweg
YNAB MCP Claim 1
A Model Context Protocol server that enables Claude Code to interact with You N…
C 63 44 81 45 31 81
22863
Edu963
ocultar-pii Claim
Zero-egress PII redaction for Claude. Runs locally — no data leaves your infras…
C 63 33 60 N/A N/A 53 75
22864
lihongjie0209
SQLx MCP Server Claim
Provides comprehensive database management tools for PostgreSQL, MySQL, and SQL…
C 63 44 58 58 57 80
22865
agenerationforwordz-tech
strata Claim
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
C 63 33 72 N/A N/A 30 78
22866
OpsLevel
OpsLevel MCP Claim
OpsLevel MCP
C 63 44 68 36 67 80
22867
davidlandais
ovh-api-mcp Claim 2
Code Mode MCP server for the entire OVH API. Two tools (search + execute) give …
C 63 43 45 66 72 75
22868
palolxx
Integrates Google's Gemini API to provide sequential analytical thinking and pr…
C 63 44 84 47 23 81
22869
lingfan
Provides AI clients access to TdxQuant/通达信 financial data and trading capabilit…
C 63 33 54 N/A N/A 37 95
22870
Bajuzjefe
aikido-mcp Claim
Security analysis for Aiken smart contracts on Cardano. 75 vulnerability detect…
C 63 43 60 31 N/A 76 90
22871
UpstageAI
MCP-Upstage-Server Claim
Enables document processing through Upstage AI services including parsing vario…
C 63 44 90 37 29 81
22872
unlomtrois
scholar-mcp Claim 1
MCP server for local semantic retrieval over a library of ebooks, using pplx-em…
C 63 33 59 N/A N/A 27 95
22873
wxhzhwxhzh
DrissionPageMCP Claim
Provides browser automation via DrissionPage and FastMCP, enabling AI to contro…
C 63 43 66 55 N/A 36 87
22874
Fujitsu-AI
A server implementation that allows secure communication between MCP clients an…
C 63 44 80 43 42 78
22875
venikman
Enables offline AI agent automation with embedded local LLM (Qwen 2.5), sandbox…
C 63 43 62 60 N/A 25 95
22876
Immunogenic-prismspectroscope589
Blender MCP Claim 1
An MCP server that enables AI agents to control Blender through natural languag…
C 63 33 45 N/A N/A 50 95
22877
214140846
skillhub-mcp Claim
MCP server that exposes Claude-style skills to any MCP client.
C 63 43 60 32 N/A 69 95
22878
Sengtocxoen
SAST MCP Server Claim
Integrates 15+ static application security testing tools (Semgrep, Bandit, Truf…
C 63 44 90 31 43 76
22879
DynamicEndpoints
Scans MESH by Viscount systems for default credential vulnerabilities, performs…
C 63 44 84 50 24 81
22880
QustXuHao
paper-search-mcp Claim
C 63 43 76 28 N/A 47 95
22881
dream-num
univer-mcp Claim
AI-powered spreadsheet automation through Model Context Protocol (MCP) server f…
C 63 33 54 N/A N/A 34 95
22882
theYahia
MCP server for interacting with Yandex.Webmaster API to manage sites, retrieve …
C 63 33 49 58 83
22883
airmcp-com
A self-learning AI standards system that automatically detects patterns from us…
C 63 43 72 12 N/A 75 95
22884
etweisberg
MLB Stats Server Claim
Provide structured access to Major League Baseball statistics through an MCP se…
C 63 44 96 28 30 81
22885
indrasishbanerjee
AEM MCP Server Claim 1
A Model Context Protocol server for Adobe Experience Manager that provides REST…
C 63 44 69 42 59 81
22886
emeryporter
Unity MCP Claim 1
A Model Context Protocol server that integrates AI assistants like Claude and C…
C 63 33 49 N/A N/A 44 95
22887
CloakedAgent
Trustless spending accounts for AI agents on Solana with on-chain enforced limi…
C 63 43 60 42 N/A 54 95
22888
LSTM-Kirigaya
slidev-mcp Claim 1
mcp server for slidev to make web ppt quickly and elegantly
C 63 43 51 55 N/A 53 95 JI
22889 C 63 33 60 N/A N/A 24 95
22890
opslevel
opslevel-mcp Claim
Official MCP Server for [OpsLevel](https://www.opslevel.com)
C 63 44 68 38 67 80
22891
fctr-identity
Enables AI assistants to securely query and manage Okta resources for IAM and s…
C 63 44 84 43 29 81
22892 C 63 33 60 N/A N/A 24 95
22893 C 63 33 48 N/A N/A 47 95
22894
NERVsystems
cotlib Claim
cotlib is a secure, high-performance Go library for parsing, validating, and ge…
C 63 43 64 30 N/A 66 92
22895
S-Corkum
Mirdan Claim
Automatically enhances developer prompts with quality requirements, codebase co…
C 63 44 84 20 60 81
22896
Autumn-AIs
LW MCP Agents Claim
A lightweight framework for building and orchestrating AI agents through the Mo…
C 62 44 86 31 40 81
22897
panther-labs
mcp-panther Claim
MCP server that enables security professionals to interact with Panther's SIEM …
C 62 44 58 42 77 76
22898
akudo7
kudosflow Claim
Visual workflow editor for building node-based AI agent workflows with drag-and…
C 62 43 60 43 N/A 56 88
22899
tninja
Unified Emacs interface supporting OpenAI Codex, GitHub Copilot CLI, Claude Cod…
C 62 33 36 N/A N/A 61 95 EM
22900
seo-jinseok
Korean Law MCP Claim
Enables users to search and retrieve South Korean statutes, precedents, and adm…
C 62 44 60 37 76 81
Showing 22851–22900 of 67226 servers
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