MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66101
goosefly99
A self-contained Claude Code plugin that profiles a project by running a fixed …
N/A N/A
66102
abdiaden-debug
Extracts structured commitments (who promised what, by when, under conditions) …
66103
unipds-engenharia-de-ia-aplicada
A curated list of original projects built by students of the UNIPDS Software en…
N/A N/A
66104
tszaks
Enables AI assistants to manage multiple Gmail accounts simultaneously with bui…
66105
jshsakura
An MCP server for ServiceNow that supports multi-factor authentication via real…
66106
guptaprakhariitr
Validates Indian GSTIN numbers with structural checks, embedded PAN extraction,…
66107
linegeek
Prototype of a Model Context Protocol (MCP) server that provides access to X-ra…
N/A N/A
66108
shadowmodder
A working MCP server template for notes management (add, get, search, delete) w…
66109
tumourlove
Indexes Unreal Engine source code into a local database, providing AI coding as…
N/A N/A
66110
rriesco
Enables local git operations including commit, branch, push, pull, status, and …
N/A N/A
66111
NautilusOSS
DorkFiMCP Claim
Enables interaction with the DorkFi lending protocol on Voi and Algorand, suppo…
N/A N/A
66112
Bandwidth
Official MCP server for interacting with Bandwidth APIs (messaging, voice, numb…
66113
nikolay-grudanov
mcp-simple Claim
A simple MCP server in Python, configurable via environment variables and datab…
N/A N/A
66114
clemsai
Give AI agents their own email inboxes. Create, send, receive, and manage email…
66115
stephen37
Enables LLMs to interact with Milvus vector database for search, query, and col…
66116
SachieWang
A high-performance MCP server that bridges AI agents with Java codebases, provi…
N/A N/A
66117 N/A N/A 95
66118
fastmcp-me
Connects AI agents and MCP clients to Keboola, enabling storage queries, SQL tr…
66119
Destiner
faucet-mcp Claim
Enables a coding agent to request small dev funds (ETH/WETH/USDC/USDT) from a p…
N/A N/A
66120
yongxiaodong
A secure SSH-based MCP server for diagnosing remote servers. It allows AI agent…
66121
rushit-simform
Integrates Zoho Projects, Git, and SonarQube to automate task management, branc…
66122
MCP-Mirror
Enables interaction with AWS Amplify Gen2 application data through natural lang…
81
66123
tamimbinhakim
ctxpeek Claim
MCP server that fetches documentation from public git repositories at specific …
N/A N/A
66124
jaglanumangdeep
Allows deploying a remote MCP server on Cloudflare Workers without authenticati…
66125
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
N/A N/A 95
66126
SarthakS97
An MCP server that enables Claude to interact with Google Sheets via the Sheets…
N/A N/A
66127
AlexisMarasigan
DB2ST MCP Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
66128 N/A N/A 95
66129
lindoai
mcp-lindoai Claim
MCP (Model Context Protocol) server for Lindo AI — create websites, pages, and …
66130
outsiderrr
zh-dict-mcp Claim
Provides Chinese figurative language lookup backed by CC-CEDICT, helping to ver…
N/A N/A
66131
yazcaleb
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
66132
DColl
A full-featured MCP server for the Etsy Open API v3 that enables managing an Et…
66133
adityasasidhar
MCP server for vision-first browser automation that annotates interactive eleme…
N/A N/A
66134
linhnv4dev
Enables users to manage a personal todo list with CRUD operations, keyword sear…
N/A N/A
66135
devinoldenburg
MCP server for Shannon Lite security workflows, enabling configuration, scan or…
N/A N/A
66136
tarundattagondi
mcp-curate Claim
Converts OpenAPI specs into curated MCP servers with drastically fewer, clearer…
N/A N/A
66137
Skye412
Provides AI tools for chat, code review, idea evaluation, explanation, summariz…
N/A N/A
66138
Attilio81
MCP server for SQL Server database inspection and querying, with connection poo…
N/A N/A
66139 N/A N/A 95
66140
lexsocket
Enables search and analysis of European public procurement tenders, including E…
66141
esurovtsev
KnowFlow MCP Claim
A unified knowledge retrieval tool for MCP-compatible LLMs, enabling structured…
N/A N/A
66142
sjgant80-hub
MCP server for sovereign AES-256-GCM backup encryption and decryption. Enables …
N/A N/A
66143
EYamanS
chisel Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
N/A N/A
66144
Sreya2911
GuardrailAI Claim
An MCP server that evaluates file write requests for sensitive data and complia…
N/A N/A
66145
new-village
note-mcp Claim
Unofficial MCP server for note.com using cookie-based authentication to manage …
66146
MrLesk
The simplest way to bridge and collaborate across AI Agent sessions like Claude…
N/A N/A
66147
ahmedbhl
HTTP-based MCP server for GitLab API, enabling project management, issue tracki…
66148
sKuangster
A general-purpose Google Maps MCP server that provides geocoding, place search,…
66149
mrmos
Enables LLMs to control Ableton Live via OSC and the Model Context Protocol, su…
N/A N/A
66150
volsch
md24de-mcp Claim
Unofficial MCP server for the messdienst24.de utility portal, providing tools t…
Showing 66101–66150 of 66394 servers