MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40151
altrsoftware
MCP server for ALTR data security: databases, tags, policies, classification, a…
N/A N/A
40152
marchev
claudit Claim
Enables searching over 20,000+ smart contract audit findings from Solodit, with…
81
40153
chrisbusbin-pixel
debtfree Claim
Debt payoff calculator: snowball vs avalanche, minimum payment trap, extra-paym…
N/A N/A
40154
CiscoDevNet
Exposes Cisco Catalyst SD-WAN Manager (vManage) REST API as MCP tools, enabling…
N/A N/A
40155
withsivram
Enables reading and searching handwritten notes from GoodNotes on macOS, provid…
N/A N/A
40156
kinmeic
MCP server for creating, listing, updating, deleting memos, and managing attach…
N/A N/A
40157
Camden Tools Claim 1
UK tool shop: search, prices ex/inc VAT, stock, delivery, order tracking and ba…
67
40158
easydocforms
EasyDocForms Claim
Healthcare intake for agents: import blank PDFs, create patient fill links, fet…
N/A N/A
40159
chaandannn
nable Claim
Local-first FinOps copilot: ask AWS, Azure, GCP and SaaS cost questions in your…
N/A N/A
40160
gattaa
uniboh Claim
MCP server for University of Bologna services, enabling access to Virtuale, tim…
40161
edgeedgehq
denialbot Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
N/A N/A 95
40162
danntking
A Model Context Protocol (MCP) server that enables AI assistants to perform com…
N/A N/A
40163
cooldk
Let your AI agent run a real store: checkout, orders, refunds, shipping and sup…
N/A N/A
40164
connectimtiazh
Gives AI agents persistent memory with bi-temporal tracking, automatically extr…
81
40165
trypeggy
Enables searching and analyzing Facebook's public ads library to see what compa…
81
40166
flaltangyi
cy-excel-mcp Claim
Parses WeChat order messages, merges follow-up updates, and writes structured o…
40167
chrischall
gemini-mcp Claim
Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) ima…
N/A N/A
40168
justfortytwo
A semantic-memory MCP server that stores text 'memories' with provenance and en…
N/A N/A
40169
Africa-Data-Bank
Trusted African data, provenance, citations, and catalog search for AI agents.
N/A N/A
40170
AgenticAI-Ind
MCP server for personal finance management and investment tracking with real-ti…
N/A N/A
40171
jherard-fr
Read-only bridge between Claude Code and Cursor on Windows. Exposes Cursor's lo…
N/A N/A
40172
rudraneel93
mcp-guardian Claim
Security and governance proxy for MCP infrastructure. Enforces YAML-configurabl…
N/A N/A 95
40173
cygkichi
MCP server for accessing Japanese government statistics portal 'e-Stat' API, en…
40174
gannonh
AgentPM Claim
A planning and orchestration system for AI-driven software development that int…
N/A N/A
40175
AlanOgic
Enables AI assistants to interact with Odoo ERP systems through XML-RPC integra…
81
40176
foxter-io
Full-featured MCP server that exposes 36 tools for interacting with PostgreSQL …
40177
ssql2014
An MCP server that enables Claude Code CLI to interact with Cloud Desktop, Chat…
N/A N/A
40178
Buer2333
A read-only MCP server that provides comprehensive access to the TikTok Busines…
N/A N/A
40179
cyanheads
Screen names against OFAC, EU, UK, UN sanctions lists; resolve entities via GLE…
40180
MaximilianoRodrigoSoria
Exposes database and external API tools via the Model Context Protocol, enablin…
40181
jmendozaperez-godaddy
An MCP server implementation that enables generation of Google Ads content thro…
81
40182
FranciscoPereira474
An AI-powered inventory management system with a natural language interface, en…
N/A N/A
40183
limitless235
Athena Claim
A project-aware, capability-driven advisory framework for AI coding assistants,…
N/A N/A
40184
kevinten-ai
Enables AI image generation, editing, and upscaling via Google Gemini and Image…
81
40185
2shin0
yt-mcp Claim
N/A N/A 95
40186
TadFuji
Kirok Claim
Provides persistent, searchable memory for AI agents, enabling them to retain, …
N/A N/A
40187
seven-io
seven-mcp Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
40188
darkClaw921
MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on …
40189
az-coder-123
An MCP server that connects AI assistants to Microsoft SQL Server databases, en…
40190
alyiox
MCP server for downloading Jira and Confluence Cloud attachments by attachment …
N/A N/A
40191
golproductions
Exnos Claim
Live browser-state verification for AI coding agents. Provides real-time state …
N/A N/A
40192
nirholas
Explore the Claude Code CLI source — browse tools, commands, search code, and m…
N/A N/A 95
40193
clauxel
A paid remote MCP for AI SDK MCP gateway registry, built to return verdicts, re…
40194
unifapi-agent
UnifAPI Claim
Hosted MCP server for live public-data APIs and Skills for AI agents.
40195
RicardoSantos
mcp-fsolar Claim
MCP server that connects to Felicity Solar cloud battery data, allowing natural…
40196
ganyu123456
MCP server that enables LLMs to search, play, and manage music from multiple pl…
40197
SalZaki
Hand-drawn explainer illustrations in your AI host, via an MCP App with an inte…
N/A N/A
40198
pwno-io
An MCP server and CLI that uses Tree-sitter to parse and analyze code.
N/A N/A
40199
jmsaavedra
RenderMark Claim
Markdown to styled HTML, PDF, DOCX, and slides with themes, diagrams, and math.
N/A N/A 95
40200
nathanbarrett
A Model Context Protocol (MCP) server that injects 'Just-in-Time' context into …
N/A N/A
Showing 40151–40200 of 67181 servers
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