MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62151
sena-labs
OzBridge Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
— ○ ⏳ — — — — — —
62152
fxmacrodata
Provides access to macroeconomic indicators, FX rates, COT data, commodities, a…
— ○ ⏳ — — — — — —
62153
JoseCortezz25
cor-mcp Claim
Enables AI assistants to manage COR project management platform resources like …
— ○ ⏳ — — — — — —
62154
stables-money
Enables AI agents to manage stablecoin payments including customer management, …
— ○ ⏳ — — — — — —
62155
Casius999
A sovereign Google marketing-agency control plane over the Model Context Protoc…
— ○ ⏳ — — — — — —
62156
arkapatra31
MCP server enabling real-time weather queries via Tavily API and internet usage…
— ○ ⏳ — — — — — —
62157
kamath
Provide interactive graphing calculator capabilities to your agents, enabling t…
— ○ ⏳ — N/A N/A — 95 —
62158
arsenkylyshbek
ContextVault Claim
Shared context storage for AI agents. Enables any MCP-compatible model to store…
— ○ ⏳ — N/A N/A — — —
62159
ampulex-23
KommoMCP Claim
AI-powered CRM assistant for Kommo/amoCRM that provides natural language manage…
— ○ ⏳ — — — — — —
62160
guptaprakhariitr
Enables macro/geopolitical event detection by wrapping the GDELT 2.0 API, provi…
— ○ ⏳ — — — — — —
62161
luminarylane
Enables Claude Desktop and MCP clients to access Fathom meeting intelligence, i…
— ○ ⏳ — — — — — —
62162
phuocnguyen1308-creator
vn-luat-mcp Claim
MCP server to query Vietnamese law (legal code and case law) with full-text sea…
— ○ ⏳ — — — — — —
62163
NewsSpectator
Plith Rigor Claim
Structured multi-step workflows that produce production-quality deliverables. P…
— ○ ⏳ — — — — — —
62164
cmmvio
cmmv-mcp Claim
Enables standardized interactions between LLMs and CMMV applications using the …
— ○ ⏳ — — — — — —
62165
CSOAI-ORG
pdf-merge-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
62166
Jensimogit
mcp-recall Claim
A self-hosted MCP memory server that gives AI assistants persistent, semantic m…
— ○ ⏳ — — — — — —
62167
shawnho1018
Enables generating GCP architecture, sequence, flow, and class diagrams using n…
— ○ ⏳ — N/A N/A — — —
62168
nikmaniatis
Enables natural language control of Pure Data patches through Claude AI, allowi…
— ○ ⏳ — N/A N/A — — —
62169
nickyroot
MCP Router Claim
Enables AI clients to manage multiple accounts per provider (e.g., Notion works…
— ○ ⏳ — N/A N/A — — —
62170
italoseara
mcc-fleet Claim
Spawns and manages multiple Minecraft Console Client bots, enabling an MCP clie…
— ○ ⏳ — N/A N/A — — —
62171
sebastianfoerste
eu-reg-mcp Claim
An MCP server that gives AI agents cited, review-gated grounding in EU regulati…
— ○ ⏳ — — — — — —
62172
jsztdu
An MCP server that integrates the SearXNG API to provide web search with pagina…
— ○ ⏳ — — — — — —
62173
danield137
Portable, provider-agnostic memory for AI agents using Azure Data Explorer (Kus…
— ○ ⏳ — — — — — —
62174
dvieira-neptune
MCP server for SAP Physical Inventory Counting, enabling materials retrieval, s…
— ○ ⏳ — — — — — —
62175
getnahook
nahook-mcp Claim
"The official MCP server for the Nahook webhook platform — trigger webhooks, in…
— ○ ⏳ — — — — 81 —
62176
wulfitect
A Model Context Protocol server that provides comprehensive GitHub integration …
— ○ ⏳ — — — — 81 —
62177
NARAVINDR321
Enables LLMs to retrieve, analyze, and visualize stock prices and financial rep…
— ○ ⏳ — — — — 81 —
62178
Gemus-AI
Gemus Claim
Node-based AI design workflows on the Gemus canvas: generate images, video, 3D,…
— ○ ⏳ — — — — — —
62179
jqlts1
Wraps TheBrain knowledge graph as an MCP server, enabling AI assistants to sear…
— ○ ⏳ — — — — — —
62180
zarelli1
Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiL…
— ○ ⏳ — — — — 81 —
62181
xiaobenyang-com
Track real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent,…
— ○ ⏳ — N/A N/A — 95 —
62182
storypixel
An AI-native Taskwarrior bridge that provides natural language task management …
— ○ ⏳ — N/A N/A — — —
62183
masonicgit
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
— ○ ⏳ — — — — 81 —
62184
ocbenji
Lightning-paid (L402) Bitcoin mempool intelligence + sovereign on-prem AI infer…
— ○ ⏳ — — — — — —
62185
shabaraba
A specialized MCP server focused on process management, development server cont…
— ○ ⏳ — N/A N/A — — —
62186
githits-com
GitHits Claim
Search public open-source code, documentation, metadata, vulnerabilities, chang…
— ○ ⏳ — — — — — —
62187
nahdd123uosackr
nahdd123 Claim
— ○ ⏳ — N/A N/A — 95 —
62188
mcpassistant
Provides programmatic access to MCP server testing, debugging, and validation c…
— ○ ⏳ — N/A N/A — 95 —
62189
kongyo2
Provides comprehensive development tools for FastMCP projects including documen…
— ○ ⏳ — — — — 81 —
62190
alchiebinan21
MCP server that connects to a Laravel Tasks API, enabling AI assistants to perf…
— ○ ⏳ — N/A N/A — — —
62191
hugobiais
Integrates Wordware deployed flows as tools usable within Claude conversations …
— ○ ⏳ — — — — — —
62192
mikezio
agent-drop Claim
Enables local file exchange between users and CLI agents via a web UI and MCP s…
— ○ ⏳ — N/A N/A — — —
62193
tathagat22
undo Claim
Provides checkpoint and rollback capabilities for AI agents, reversing file sys…
— ○ ⏳ — N/A N/A — — —
62194
Loop-XXI
Enables AI agents to pay for MCP tool calls using either Bitcoin/Lightning (L40…
— ○ ⏳ — — — — — —
62195
kalleeh
MCP server for generating and editing images using Amazon Nova Canvas, Stable D…
— ○ ⏳ — — — — 81 —
62196
ArbenDemajXai
MCP server and SDK for AI agents to interact with NoFOMO News, enabling reading…
— ○ ⏳ — — — — — —
62197
dwin-gharibi
ramzinex-mcp Claim
Self-hostable MCP server for the Ramzinex cryptocurrency exchange, providing to…
— ○ ⏳ — — — — — —
62198
mauurda
mcp Claim
Manage discussion topics, gather votes and video rationale, and read AI insight…
— ○ ⏳ — N/A N/A — — —
62199
llamakko
Enables searching, reading, and listing pages from the official chezmoi documen…
— ○ ⏳ — N/A N/A — — —
62200
shr3ddersec
sh3ll Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 62151–62200 of 69052 servers