MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54451
Hanato238
Official MCP server for the Perplexity API Platform, enabling AI assistants to …
54452
vicagbasi
Enables users to analyze, query, and modernize Microsoft SQL Server databases t…
54453
Runware
Enables lightning fast image and video generation using the Runware API, with t…
54454
jrejaud
op-mcp Claim
Enables interaction with 1Password vaults and items via the op CLI, supporting …
N/A N/A
54455
gorka2354
Shotik Claim
Open-source screenshot tool for Windows with a built-in MCP server that allows …
N/A N/A
54456
sanhua1
A local MCP server that extracts text-layer content from PDF files, enabling AI…
N/A N/A
54457
pmcontrols-mcp Claim 1
Project scheduling and earned value tools (CPM, PERT, crashing, EVM) for AI age…
N/A N/A 81
54458
kao273183
MCP server bridging product ideas to prioritized roadmaps + spec drafts. Hands …
54459
peroperogames
Enables SSH connection management with remote command execution and file transf…
81
54460
preludeorg
Enables searching and retrieving documentation for the Rust windows crate API t…
N/A N/A
54461
flyerhzm
An MCP server that utilizes Playwright to automate Bilibili video uploads, incl…
N/A N/A 95
54462
ScienceLiveHub
An MCP server that makes the OpenAIRE Graph more useful for replication by iden…
54463
tamil3yashni-ship-it
Enables AI agents to interact with Angel One brokerage for live market data, po…
54464
adorbistech
Enables AI assistants to access 40+ models via one API key with automatic routi…
54465
thealexauer
MCP server that enables Google Flights search via SerpApi, supporting one-way, …
N/A N/A
54466
grburgess
mindgap Claim
Exposes the mindgap knowledge graph as an MCP server over stdio, providing tool…
N/A N/A
54467
Daily-AC
A social protocol for AI agents to communicate with each other through a centra…
N/A N/A
54468
HtetOoWaiYan
A simple color utility MCP server for frontend developers. Convert, mix, adjust…
N/A N/A
54469
exasol
Provides an LLM access to the Exasol database via MCP tools, enabling reading o…
N/A N/A
54470
pavellunev99
MCP server for Yandex AppMetrica analytics, enabling Claude to access reports, …
54471
monotykamary
Provides AI-driven development tools including file system operations, multi-la…
N/A N/A
54472
mathias.steffen
oc_0815 Claim
N/A N/A 95
54473
aialchemylabs
A Model Context Protocol server that enables AI assistants to interact with Not…
N/A N/A 95
54474
wukaka
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
N/A N/A
54475
abhishek305
Enables remote access to Contentstack App MCP tools over HTTP, deployable to pl…
54476
chirikuuka
Enables LLMs to search and retrieve Japanese real estate data through unified a…
N/A N/A
54477
jakefleming
Enables AI tools to create and edit Font Proof documents for type designers, su…
N/A N/A
54478
edgarconejo
MCP server that connects Claude Desktop to Atiendo24 platform, enabling managem…
N/A N/A
54479
niknshinde
An MCP server for content creation that extracts video transcripts, scrapes web…
N/A N/A
54480
ddpie
Remote MCP server providing 200+ Feishu tools (messages, calendar, Bitable, etc…
54481
Elkhn
sap-hana-mcp Claim
An MCP server for SAP HANA that enables listing tables, columns, running SQL qu…
54482
happycastle114
An MCP server that enables natural language control of Steinberg Dorico music n…
N/A N/A
54483
wujie272
Enables AI agents to directly control Android devices via Termux, providing 120…
N/A N/A
54484
gustavonline
slack Claim
MCP Server for the Slack API, enabling Claude to interact with Slack workspaces.
N/A N/A
54485
BusyBee3333
Provides 108 tools and 15 React apps to manage ServiceTitan field service opera…
54486
yharby
Enables AI agents to discover and access 800TB+ of public geospatial data from …
54487
yrvelez
A Model Context Protocol server that provides comprehensive control over the Qu…
N/A N/A
54488
wdvipa
py-har-mcp Claim
An MCP server for parsing and analyzing HAR files, enabling AI assistants to in…
N/A N/A
54489
MikeyBeez
MCP server for Kaggle API integration that allows creating, running, and managi…
54490
tone-row
MCP server for semantic search over Google Drive documents, enabling AI tools t…
N/A N/A
54491
joelbarmettlerUZH
Vue Docs MCP Claim
Provides AI assistants with up-to-date Vue ecosystem documentation through the …
54492
grooverLab
fable Claim
MCP server over your Claude Code transcript history — full-text + semantic sear…
N/A N/A
54493
MLMecham
wyt-mcp Claim
Game master MCP server for a time-loop dungeon RPG, managing game state, dice r…
N/A N/A
54494
Mengzuqing
MCP server enabling AI agents to request user feedback during tasks, reducing w…
N/A N/A
54495
3viky
MCP Opener Claim
Enables opening files, folders, and URLs across different operating systems wit…
N/A N/A 95
54496
diegofornalha
An MCP server that integrates Turso databases with LLMs, supporting organizatio…
N/A N/A
54497
MateDort
Generates TikTok-style short videos narrated by Peter and Stewie Griffin from a…
N/A N/A
54498
demiliani
Enables AI assistants to manage Dynamics 365 Business Central environments thro…
N/A N/A
54499
bawbel
Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring a…
N/A N/A
54500
jaenster
Build MCP servers inside NestJS applications using ordinary controllers with de…
Showing 54451–54500 of 57580 servers