MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27510
Scored
1831
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30101 N/A N/A 95
30102
HliB8113
o1table Claim
N/A N/A
30103
luisbretasjr
routekit Claim
Route optimization API for Brazil. Routes, distance matrices, and VRP solver.
30104
peec-ai
peec-ai-mcp Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
30105
SeunghoHong
Enables users to add tasks to Apple Reminders through natural language commands…
N/A N/A
30106
monte-carlo
Monte Carlo Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
30107
timrogers
formanator Claim
Submit and manage Forma (https://joinforma.com) claims from the command line an…
N/A N/A
30108
sipyourdrink-ltd
Orchestrates multiple AI coding agents declaratively to automate software devel…
N/A N/A
30109
DunkelCloud
toolmesh Claim
MCP gateway to REST APIs with authorization, credential injection, audit, and o…
30110
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries to view mer…
81
30111
lpsDevelopers
LPS MCP Claim
A minimal server that provides Claude AI with secure file system access and seq…
N/A N/A 95
30112
RushikeshYeole24
smithery-doc Claim
N/A N/A
30113 N/A N/A
30114
xch1tbllc
storm-mcp Claim
MCP server that exposes the Storm cross-venue prediction-market intelligence AP…
30115
malamutemayhem
UnClick Claim
AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, and me…
N/A N/A 83
30116
Auxin-io
Miami Friend Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
N/A N/A 95
30117
Kallind
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
30118
zfy465914233
Lore Agent Claim
A self-improving knowledge agent that provides local retrieval, web research, a…
30119
sergey
clockify-mcp Claim
N/A N/A 95
30120
irinabuht12-oss
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor,…
N/A N/A
30121
LakshmiGayathri19
A server application that integrates with Atlassian Confluence API, providing c…
81
30122 N/A N/A 95
30123
86755crj
n9n Claim
N/A N/A 95
30124
divineapi
Official MCP server for Horoscope, Tarot, Numerology & PDF Reports by Divine AP…
N/A N/A 95
30125
reidgoodbar
Squire Claim
CLI-first remote runtimes for validation and offload tasks, exposed over MCP st…
N/A N/A 83
30126
noelregis18
A full-stack web application that allows users to upload, view, edit, and delet…
N/A N/A 95
30127
p-meier
NorthData API for German company, owner, and financial data — with a built-in c…
N/A N/A
30128
AgentToolkit
altk-evolve Claim
Self improving agents through iterations
N/A N/A
30129
shr3ddersec
sh3ll Claim
N/A N/A 95
30130
Ghostkey316
Provides on-chain trust verification for AI agents through the Vaultfire Protoc…
30131
Bogeymanlicitness496
mcp-memento Claim
Provides AI coding assistants with persistent memory storage using a local SQLi…
N/A N/A
30132
jspsmart
mcp-weather Claim
A TypeScript-based MCP server that facilitates note management and weather quer…
N/A N/A
30133 N/A N/A
30134
masayukick
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
81
30135
ai-mcp-garage
Provides timezone-aware date and time information with configurable time format…
81
30136
ExpertVagabond
jupiter-mcp Claim
MCP server providing AI agents with native access to Jupiter's full DeFi stack …
30137
pipeworx-io
mercury-number MCP — wraps StupidAPIs (requires X-API-Key)
30138
SaideLeon
A Model Context Protocol server that searches educational articles from todamat…
81
30139
dhartunian
Connects to CockroachDB instances and exposes database structures as resources,…
81
30140
bknc-odoo
gmail_mcp Claim
N/A N/A 95
30141
lmsorry
ohmysmithery Claim
Generate friendly greetings on demand. Toggle pirate mode to add swashbuckling …
N/A N/A
30142
MCP-Mirror
Enables AI assistants to interact with Gmail through natural language, supporti…
81
30143
skynetcmd
M3 Memory Claim
Local-first agentic memory for MCP agents — 25 tools, hybrid search, GDPR, no c…
N/A N/A
30144 N/A N/A 95
30145
awaybreaktoday
Enables comprehensive filesystem operations across Linux, macOS, and Windows wi…
N/A N/A 95
30146
danielbodnar
A Model Context Provider server offering comprehensive access to VyOS network o…
N/A N/A 95
30147
dick571
suna Claim
N/A N/A 95
30148
ribbit-br
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
30149
edgardomunoznajar
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
N/A N/A
30150
pipeworx-io
Openaq Claim
OpenAQ MCP — wraps OpenAQ v2 API (free, no auth required)
Showing 30101–30150 of 33537 servers
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