MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31796
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62351
md-riaz
Enables querying Google Search Console and Google Analytics 4 through natural l…
62352
NautilusOSS
DorkFiMCP Claim
Enables interaction with the DorkFi lending protocol on Voi and Algorand, suppo…
N/A N/A
62353
fastmcp-me
Provides web, image, and news search capabilities via the 4get meta search engi…
62354
nikolay-grudanov
mcp-simple Claim
A simple MCP server in Python, configurable via environment variables and datab…
N/A N/A
62355
tamimbinhakim
ctxpeek Claim
MCP server that fetches documentation from public git repositories at specific …
N/A N/A
62356
rushit-simform
Integrates Zoho Projects, Git, and SonarQube to automate task management, branc…
62357
gonzalo-cordova-pou
Enables users to search restaurants, view menus, place orders, and check order …
62358
toddschilling
Helps AI agents answer XCS221 course logistics questions (e.g., deadlines, paci…
62359
vgiri2015
An MCP server that optimizes Apache Spark code using Claude AI, providing intel…
62360
superyw123
teste Claim
N/A N/A 95
62361
SachieWang
A high-performance MCP server that bridges AI agents with Java codebases, provi…
N/A N/A
62362
cyxg66au
Enables eBay sellers to manage inventory, view orders, handle messages, and bro…
81
62363
jaglanumangdeep
Allows deploying a remote MCP server on Cloudflare Workers without authenticati…
62364
itsbigdill
Converts X (Twitter) posts into JSON, PDF, PNG, Markdown, or Slack/Discord mess…
N/A N/A
62365
pdarche
Binary Banya Claim
An MCP server offering 'treatments' for AI agents like context cleaning, critiq…
N/A N/A
62366
toruproject
Generate styled map images (PNG/SVG) for any location, with customizable color …
N/A N/A
62367
AlexisMarasigan
DB2ST MCP Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
62368
outsiderrr
zh-dict-mcp Claim
Provides Chinese figurative language lookup backed by CC-CEDICT, helping to ver…
N/A N/A
62369
yazcaleb
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
62370
donbungle
Provides a Docker-based development environment with Python and Node.js MCP ser…
62371
adityasasidhar
MCP server for vision-first browser automation that annotates interactive eleme…
N/A N/A
62372
jinhyunan
MCP server providing deterministic, standards-traceable engineering calculation…
62373
DColl
A full-featured MCP server for the Etsy Open API v3 that enables managing an Et…
62374
neka-nat
mycobot-mcp Claim
Enables sending pick-and-place instructions to myCobot using object detection v…
N/A N/A
62375
Jobicy
Official Jobicy MCP server to search, filter, and retrieve live remote job list…
62376
linhnv4dev
Enables users to manage a personal todo list with CRUD operations, keyword sear…
N/A N/A
62377
devinoldenburg
MCP server for Shannon Lite security workflows, enabling configuration, scan or…
N/A N/A
62378
tarundattagondi
mcp-curate Claim
Converts OpenAPI specs into curated MCP servers with drastically fewer, clearer…
N/A N/A
62379
GongRzhe
Enables to create and edit Microsoft Visio diagrams programmatically via a stan…
N/A N/A
62380
tooyipjee
TS version of yahoo finance mcp.
81
62381
Skye412
Provides AI tools for chat, code review, idea evaluation, explanation, summariz…
N/A N/A
62382
Attilio81
MCP server for SQL Server database inspection and querying, with connection poo…
N/A N/A
62383
sjgant80-hub
MCP server for sovereign AES-256-GCM backup encryption and decryption. Enables …
N/A N/A
62384
lexsocket
Enables search and analysis of European public procurement tenders, including E…
62385
esurovtsev
KnowFlow MCP Claim
A unified knowledge retrieval tool for MCP-compatible LLMs, enabling structured…
N/A N/A
62386
lonniev
cypher-mcp Claim
Monetized graph answers over Bitcoin Lightning. Sells priced answers from a gra…
62387
shawnwun
Enables access to PolyAI Agent Studio Cursor rules via MCP tools for listing, r…
62388
vinothbhc1986
Enables browser automation using Playwright, allowing LLMs to interact with web…
62389
pipeworx-io
Enables querying and searching City of McKinney GIS open geospatial datasets (p…
62390
pipeworx-io
Provides access to City of Salem GIS open geospatial data (ArcGIS), enabling se…
62391
ericchansen
aifmt Claim
An MCP server that fixes, validates, and generates visual text content for AI c…
N/A N/A
62392
Sherevv
Provides tools for time operations including current time, timestamp conversion…
62393
decksaga
SilentFail Claim
Diagnose MCP servers — health checks, tool testing, token cost audits, conflict…
N/A N/A
62394
antonydp
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
62395
agentphone
AgentPhone Claim
Give AI agents phone numbers with messaging and voice calling capabilities.
81
62396
ThibautMelen
An MCP server that provides comprehensive localization data for 174 locales, en…
N/A N/A
62397
kubegrind
Enables reading, searching, sending, and managing AOL Mail emails and folders v…
62398
ruvnet
Dynamo MCP Claim
Exposes cookiecutter templates through MCP, enabling discovery, registration, m…
62399
DataTalesByAgos
Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get str…
N/A N/A
62400
CSOAI-ORG
Auction house analytics, market intelligence, crafting optimization, inventory …
Showing 62351–62400 of 66455 servers