MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6251
hrishi0102
A server that provides easy access to Payman AI's APIs, allowing users to creat…
B 72 5⁄5 ◉ ⏳ 76 67 — 23 81 100
6252
Remix-Design
RemixIcon MCP ⚡ Claim 1
An MCP server that enables users to search the Remix Icon catalog by mapping ke…
B 72 5⁄5 ◉ ⏳ 51 63 — 80 83 91
6253
zhengyun1008
Enables secure access to Oracle databases with fine-grained access control, sup…
B 72 5⁄5 ◉ ⏳ 78 58 — 45 81 90
6254
kongyo2
An MCP (Model Context Protocol) server that provides OSINT (Open Source Intelli…
B 72 5⁄5 ◉ ⏳ 72 61 — 43 81 100
6255
zilliztech
Claude Context ⚡ Claim
Claude Context is an MCP plugin that adds semantic code search to Claude Code a…
B 72 5⁄5 ◉ ⏳ 76 42 — 72 80 91
6256
katsuhirohonda
Integrates Backlog project management with Claude via Model Context Protocol, e…
B 72 5⁄5 ◉ ⏳ 78 68 — 19 81 99
6257
westsideori
Cursor A11y MCP Claim 1
Provides accessibility testing capabilities through CLI, helping identify acces…
B 72 5⁄4 ◉ ⏳ 78 57 N/A 38 90 91
6258
wastrilith2k
Zep MCP Server ⚡ Claim
Enables Claude to store, search, and retrieve persistent memories using Zep Clo…
B 72 5⁄5 ◉ ⏳ 78 65 — 27 81 100
6259
MyunghoBae
Provides secure and efficient tools for codebase analysis, including file manag…
B 72 5⁄5 ◉ ⏳ 60 60 — 70 81 93
6260
mcp-use
mcp-use-ts Claim
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP…
B 72 5⁄4 ◉ ⏳ 94 27 N/A 53 90 91
6261
GongRzhe
Enables LLMs to perform travel-related tasks by interacting with Google Maps an…
B 72 5⁄5 ◉ ⏳ 84 100 — 42 82 37
6262
iris-alights
reddit-mcp ⚡ Claim 2
An MCP server that provides both read-only and authenticated access to Reddit c…
B 72 5⁄5 ◉ ⏳ 69 66 — 48 80 93
6263
stevenvo
Slack MCP Server ⚡ Claim 1
Enables AI assistants to read messages, threads, channel info, user profiles, s…
B 72 5⁄5 ◉ ⏳ 78 65 — 50 64 100
6264
awee1453
RSS-MCP ⚡ Claim
Professional RSS/Atom feed management system with AI-powered analytics includin…
B 72 5⁄5 ◉ ⏳ 66 60 — 64 81 88
6265
galangw
Enables web searching via Google Search and AI Mode, plus advanced web scraping…
B 72 5⁄5 ◉ ⏳ 72 100 — 29 81 60
6266
mondweep
An MCP server that allows AI models to control YouTube Music playback through G…
B 72 5⁄4 ◉ ⏳ 75 58 N/A 34 95 90
6267
Bizuayeu
Enables Claude Web to interact with Google Docs through a remote HTTP-based MCP…
B 72 5⁄5 ◉ ⏳ 84 68 — 29 74 95
6268
OnePieceLwc
Converts Markdown documents into beautifully styled knowledge cards with 18 dif…
B 72 5⁄4 ◉ ⏳ 80 61 N/A 24 95 85
6269
rafapra3008
Verify AI agent communication protocols using session types. Formal specificati…
B 72 5⁄5 ◉ ⏳ 72 35 N/A 83 82 94
6270
jackedney
A bridge that provides AI assistants with access to WaniKani user data and func…
B 72 5⁄5 ◉ ⏳ 86 91 N/A 25 95 41
6271
marlenezw
publish-mcp-server ⚡ Claim 1
An MCP server that helps developers publish their MCP servers to the registry
B 72 5⁄5 ◉ ⏳ 41 87 N/A 49 95 88
6272
rishipradeep-think41
This MCP server integrates with Google Drive to allow listing, reading, and sea…
B 72 5⁄5 ◉ ⏳ 78 66 — 36 80 92
6273
semioz
bluesky-mcp ⚡ Claim 1
A Model Context Protocol (MCP) server for Bluesky that can post on your behalf …
B 72 5⁄4 ◉ ⏳ 69 71 — 25 90 97
6274
mimo-3
mcp-imagenate ⚡ Claim 2
An MCP server for image generation using multiple providers including Google Ge…
B 72 4⁄4 ◉ ⏳ 51 — — 50 95 93
6275
cliffhall
Puzzlebox Claim 1
An MCP server that enables coordination of agents through shared finite state m…
B 72 5⁄5 ◉ ⏳ 63 58 — 63 82 98
6276
punkpeye
Connects AI assistants (Claude, Cursor, etc.) directly to HiveFlow automation p…
B 72 5⁄5 ◉ ⏳ 78 65 — 44 74 93
6277
matsjfunke
Enables authenticated interaction with Salesforce through OAuth Bearer token fo…
B 72 5⁄5 ◉ ⏳ 72 70 — 26 81 100
6278
dnnyngyen
A lightweight MCP server that enables AI agents to perform deep codebase analys…
B 72 5⁄5 ◉ ⏳ 84 83 — 48 81 50
6279
andradehenrique
Dokploy MCP Server ⚡ Claim
Exposes Dokploy functionalities as tools consumable via the Model Context Proto…
B 72 5⁄5 ◉ ⏳ 60 68 — 53 82 99
6280
Scofieldkoh
AI Memory MCP Server ⚡ Claim 1
A cross-platform MCP server providing persistent storage for AI assistants to s…
B 72 5⁄4 ◉ ⏳ 78 57 N/A 21 92 99
6281
serranom
My MCP Server ⚡ Claim 1
An extensible TypeScript-based MCP server designed for Claude Code with a modul…
B 72 5⁄4 ◉ ⏳ 78 66 N/A 29 87 86
6282
bpamiri
SQL Server MCP ⚡ Claim
Enables AI assistants to interact with Microsoft SQL Server databases through q…
B 72 5⁄5 ◉ ⏳ 72 43 — 77 82 94
6283
biocross
displaybuddy-mcp ⚡ Claim 2
MCP server for controlling Mac monitors via DisplayBuddy — adjust brightness an…
B 72 5⁄4 ◉ ⏳ 61 62 N/A 50 87 99
6284
pipethedev
Enables LLMs to automate web browsing through BrowserCat's cloud browser servic…
B 72 5⁄5 ◉ ⏳ 78 66 — 23 81 99
6285
widjis
SSH MCP Server ⚡ Claim
Enables SSH operations including connecting to remote servers, executing comman…
B 72 5⁄5 ◉ ⏳ 84 100 — 33 81 43
6286
mwg2016
Shopify MCP Server ⚡ Claim 1
Provides integration with Shopify to list and search for products via the Shopi…
B 72 5⁄4 ◉ ⏳ 72 67 N/A 30 87 96
6287
LeonNonnast
A lightweight server that provides curated, high-quality prompts for common dev…
B 72 5⁄5 ◉ ⏳ 86 91 — 43 81 46
6288
lintyourcode
Perception-MCP ⚡ Claim
Enables asking questions about image, audio, or video files using state-of-the-…
B 72 5⁄5 ◉ ⏳ 62 82 — 24 81 100
6289
lilyuppi
RoboDK MCP Server ⚡ Claim
Enables AI agents to control RoboDK robotics simulation software, allowing them…
B 72 5⁄4 ◉ ⏳ 78 51 N/A 32 92 97
6290
benedictdebrah
The Materials Project MCP Server is server that provides programmatic access to…
B 72 5⁄5 ◉ ⏳ 72 66 — 49 81 90
6291
1broseidon
mcp-jira-server ⚡ Claim
Provides integration with Jira's REST API, allowing AI assistants to manage Jir…
B 72 5⁄5 ◉ ⏳ 78 66 — 43 81 83
6292
talknerdytome-labs
This MCP server lets you search Facebook's Ad Library, retrieve brand ads, and …
B 72 5⁄4 ◉ ⏳ 72 51 N/A 49 95 89
6293
paragdesai1
Implements a Model Context Protocol integration between Cursor AI and Figma, al…
B 72 5⁄5 ◉ ⏳ 78 56 — 40 81 98
6294
ShubhanshuSondhiya
TMDB MCP Server ⚡ Claim 1
Enables AI assistants like Claude to interact with The Movie Database (TMDB) AP…
B 72 5⁄5 ◉ ⏳ 94 100 — 20 80 39
6295
IAcademico
Weather MCP Server ⚡ Claim
Enables real-time weather information retrieval and local search history manage…
B 72 5⁄4 ◉ ⏳ 74 58 N/A 24 95 96
6296
kornbed
A TypeScript-based server that enables Cursor editor to interact with Jira tick…
B 72 5⁄5 ◉ ⏳ 72 70 — 42 81 90
6297
samihalawa
Enables email management through SMTP and IMAP protocols with support for sendi…
B 72 5⁄4 ◉ ⏳ 78 45 N/A 53 95 86
6298
kentaroh7777
MCP Todoist Claim 1
A Model Context Protocol server implementation compatible with Todoist API, all…
B 72 5⁄5 ◉ ⏳ 63 70 — 51 81 95
6299
eragonht1
Simple Memory MCP ⚡ Claim
Enables AI assistants to store and retrieve persistent memories with a web mana…
B 72 5⁄4 ◉ ⏳ 90 33 N/A 48 90 94
6300
tanob
A Model Context Protocol server that provides desktop automation capabilities u…
B 72 5⁄4 ◉ ⏳ 51 56 N/A 66 95 97
Showing 6251–6300 of 69027 servers
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