MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43051
Woodman97
Pay-per-task AI agent for writing, research, code, DeFi & blockchain. Pay in US…
43052
zbrdc
Delia Claim
Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) w…
81
43053
amcharrett-6als
qualitycoach Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
81
43054
InitechSoftware
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and tr…
43055
taka392
discord-mcp Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
43056
NacoSolutions
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
N/A N/A 95
43057
novyxlabs
novyx-mcp Claim
Persistent AI agent memory with rollback, audit trails, semantic search, and kn…
95
43058
blofin
blofin-mcp Claim
Provides 40 tools for BloFin cryptocurrency exchange, enabling market data, acc…
43059
Limex-HQ
limex-mcp Claim
Enables research queries and billing management through the Limex hosted API.
N/A N/A
43060
samihalawa
Enable seamless interaction with the Wuolah platform to post educational conten…
N/A N/A 95
43061
justpoypoy
mcp-database Claim
MCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) e…
N/A N/A
43062
kongyo2
Provides comprehensive development tools for FastMCP projects including documen…
81
43063
mtunell
A secure MCP server enabling read-only access and file search capabilities with…
N/A N/A 95
43064
cyberimaginationsi-gif
cyber-si-mcp Claim
N/A N/A 95
43065
pawankumar94
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
N/A N/A
43066
IAGeneration
Swagger MCP Claim
Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracti…
81
43067
FilippTrigub
Enables AI assistants to read, write, and manage Google Sheets spreadsheets thr…
N/A N/A
43068
emergentphysicslab
WaveGuard Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
81
43069
cybeleri
finance Claim
Financial data MCP server: stock quotes, crypto prices, portfolio tracking, mar…
N/A N/A 95
43070
kiarashedraki
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
43071
badchars
An MCP server that enables AI agents to perform comprehensive GitHub security a…
N/A N/A
43072
CSOAI-ORG
docker-helper-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43073
qinouz
qsw-mcp Claim
Smart Doc MCP Server that enables AI agents to read web pages (with or without …
N/A N/A
43074
fayamonkey
Enables AI educators to provide simple explanations, interactive demonstrations…
81
43075
ndl-systems
kevros-mcp Claim
Governance primitives for autonomous agents — verify actions against policy, re…
81
43076
sdhilip200
Provides tools to search stops, get next departures, and retrieve service alert…
43077
SteveRadich
A basic MCP server for deployment to Amazon Bedrock AgentCore Runtime, enabling…
43078
Enablement-Engineering
gobbler-mcp Claim
Converts YouTube videos, audio, documents, and web pages to clean markdown with…
N/A N/A
43079
kannandreams
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
N/A N/A
43080
jdc94
Enables security researchers to interact with Intigriti's bug bounty platform t…
43081
radiahq
Enables AI agents to manage and use prepaid virtual Visa cards with hard budget…
N/A N/A 95
43082
sjvadrevu
A custom MCP server that connects Claude to Todoist using a permanent API token…
43083
faressoft
Enables AI agents to execute SQL queries and explore Snowflake databases using …
43084
aHk-coder
finn-mcp Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
43085
CryptoGenesisSecurity
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
81
43086
Yaksh36
An MCP server that gives AI agents the ability to generate, edit, and manipulat…
N/A N/A
43087
lckx777
Provides 10 validation tools for direct response copywriting, including blind c…
N/A N/A
43088
ScrapeGraphAI
ScrapeGraph Claim
Extract structured data and clean content from websites. Convert pages to reada…
N/A N/A 95
43089
MCP-Mirror
Enables seamless interaction with Azure DevOps for managing Git repositories, b…
81
43090
rafalr100
Monitor and manage a Synology DSM 7 NAS from any MCP client — and build live da…
N/A N/A
43091
cococolanosugar
MCP server that enables natural language control of internet radio from Claude …
N/A N/A
43092
mihir-kanzariya
openowl Claim
An MCP server that gives any AI assistant eyes and hands on your desktop — scre…
N/A N/A
43093
Kolsetu-Opensource
Manage voice AI agents from Claude Code, Cursor, VS Code, or any MCP-compatible…
N/A N/A
43094
pipeworx-io
data-gov-sg Claim
Enables access to Singapore government open data and real-time environment/tran…
N/A N/A
43095
fatihberkanteren
Enables LLMs to autonomously analyze camera images for occupational safety viol…
N/A N/A
43096
claymore666
debmatic-mcp Claim
Integrates HomeMatic smart home devices (via CCU3, RaspberryMatic, or debmatic)…
43097
Scarmonit
A demonstration FastMCP server with FastAPI integration that provides basic ari…
81
43098
node2flow-th
MCP server for LINE Messaging API — send messages, manage groups, rich menus, w…
N/A N/A
43099
elchika-inc
Enables web crawling and content extraction from web pages, supporting multiple…
43100
mauryaland
Provides access to French legal databases (Judilibre and Légifrance) and a stru…
Showing 43051–43100 of 43365 servers
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