MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6551
MartinSchlott
A redesigned Model Context Protocol server that enables AI models to access fil…
B 72 55 72 65 41 80 96
6552
MayssenBHA
Provides tools for fetching real-time news and performing AI-powered sentiment …
B 72 55 90 60 21 81 93
6553
yty-build
Enables interaction with PostgreSQL databases through a production-ready MCP se…
B 72 55 100 31 42 81 100
6554
hyhfish
Playwright MCP Claim
Provides browser automation capabilities for LLMs using Playwright, leveraging …
B 72 55 80 52 51 81 90
6555
oculairmedia
A Model Context Protocol server that enables management of Ghost blog content (…
B 72 55 81 68 23 81 93
6556
LyuboslavLyubenov
Solodit MCP Server Claim
A server that allows searching and retrieving Solodit vulnerability reports thr…
B 72 55 82 57 28 81 100
6557
Huan-zhaojun
mcp-safe-proxy Claim
A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …
B 72 54 84 30 N/A 54 89 100
6558
dumko2001
Enables AI agents to search for cabs, view prices, and book rides through the o…
B 72 55 78 66 24 81 100
6559
op7418
Generative UI MCP Claim
Provides AI models with structured design guidelines and system prompts for cre…
B 72 55 76 60 37 83 96
6560
54yyyu
School MCP Claim 1
A Model Context Protocol server that helps students manage academic workflows b…
B 72 55 57 82 N/A 20 95 98
6561
proofofwork-agency
Reporecall Claim
Zero-tool-call codebase intelligence for Claude Code and MCP clients. Automatic…
B 72 54 94 0 N/A 81 91 98
6562
dmitryglhf
url-download-mcp Claim
A Model Context Protocol (MCP) server that enables AI assistants to download fi…
B 72 55 78 100 43 81 42
6563
AnalyticAce
Binance MCP Server Claim
Enables AI agents to interact with Binance cryptocurrency exchange for trading …
B 72 55 78 45 58 81 100
6564
mastrophot
near-wallet-manager Claim 1
MCP server for NEAR wallet creation, balance checks, and transaction signing.
B 72 54 63 61 N/A 58 87 89
6565
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 55 84 66 22 80 96
6566
dubuqingfeng
gitlab-mcp-server Claim 1
GitLab MCP (Model Context Protocol) server for AI agents
B 72 54 66 71 N/A 47 75 96
6567
alamedaim-apps
Provides read-only access to Authorize.net transaction reporting APIs, enabling…
B 72 55 90 62 24 81 88
6568
chazmaniandinkle
A Model Context Protocol server that transforms video downloading into a tool-b…
B 72 55 75 60 40 80 98
6569
pipethedev
Talk to Figma MCP Claim
Allows Cursor AI to communicate with Figma for reading designs and modifying th…
B 72 55 78 57 39 78 99
6570
jinzcdev
markmap-mcp-server Claim 1
An MCP server built on [markmap](https://github.com/markmap/markmap) that conve…
B 72 55 51 100 N/A 70 95 40
6571
Shawn5cents
agentskin Claim 2
The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-effic…
B 72 54 84 67 N/A 37 68 94
6572
mattzcarey
Hono MCP Server Claim
Exposes Hono API endpoints as Model Context Protocol tools, allowing LLMs to in…
B 72 55 72 58 58 76 93
6573
marlenezw
publish-mcp-server Claim 1
An MCP server that helps developers publish their MCP servers to the registry
B 72 55 41 87 N/A 49 95 88
6574
IAcademico
Weather MCP Server Claim
Enables real-time weather information retrieval and local search history manage…
B 72 54 74 58 N/A 24 95 96
6575
tspspi
mcpXL30 Claim
Enables LLM agents to control a Philips XL30 ESEM microscope by exposing tools …
B 72 55 72 67 65 80 75
6576
Bathinanna
CodePilot MCP Claim 1
Enables automation of workflows across GitHub, Notion, and Google Calendar with…
B 71 55 78 67 24 78 95
6577
anggakawa
A read-only MCP server that provides AI assistants with structured access to So…
B 71 55 80 55 30 83 100
6578
isagasi
CodeGuard MCP Server Claim 1
Provides centralized security instructions for AI-assisted code generation by m…
B 71 55 78 50 48 82 92
6579
ganhammar
A Home Assistant Custom Component that provides an MCP (Model Context Protocol)…
B 71 54 86 26 N/A 54 95 91
6580
el95149
Enables AI assistants to search for files and content across the file system us…
B 71 54 76 58 N/A 49 95 68
6581
marouanemkm
Provides AI agents with unified access to Gmail for email management (send, rea…
B 71 55 84 58 24 81 94
6582
yanmxa
OCM MCP Server Claim
A gateway that enables Generative AI systems to interact with and manage multip…
B 71 54 70 68 N/A 23 95 89
6583
fredriksknese
Provides AI assistants with unified access to on-prem Active Directory via LDAP…
B 71 55 76 62 38 78 92
6584
realugbun
AgentExecMPC Claim
A FastMCP server that enables AI agents to safely execute shell commands, run c…
B 71 55 78 67 27 81 91
6585
meefer33
A TypeScript MCP server implementation using Express.js that provides basic too…
B 71 55 78 61 27 81 98
6586
joshuadanpeterson
An intelligent server that transforms local Dash documentation into a context-a…
B 71 55 94 74 N/A 33 95 38
6587
WilcoKruijer
Bunq MCP Claim 1
A Model Context Protocol server for Bunq that enables interaction with the Bunq…
B 71 55 65 67 46 77 96
6588
lbeatu
Slack MCP Server Claim
Enables interaction with Slack workspaces through comprehensive integration cap…
B 71 55 72 68 29 81 93
6589
drivenrajat
F1 Data Server Claim 2
Access Formula 1 race data, telemetry, lap times, standings, and analytics powe…
B 71 55 66 82 N/A 62 95 42
6590
weidwonder
An MCP server that allows AI models to execute system commands on local machine…
B 71 55 90 91 30 84 39
6591
meimingqi222
Enables LLM agents to perform CRUD operations across multiple databases includi…
B 71 55 72 100 27 81 58
6592
rasdaman
Enables natural language interaction with rasdaman multidimensional databases b…
B 71 55 82 35 63 80 98
6593
jamesbrink
mcp-coroot Claim 1
MCP server for Coroot observability platform - integrate monitoring, troublesho…
B 71 55 73 45 N/A 61 80 99
6594
Khowabunga
Enables research of federal contract awards, market opportunities, and competit…
B 71 55 72 57 49 81 92
6595
praveenc
MCP Server Builder Claim
Provides searchable access to official MCP protocol specification and FastMCP f…
B 71 55 60 60 65 81 92
6596
mattreya
Playwright MCP Claim 1
Enables LLMs to perform browser automation and web page interactions using Play…
B 71 55 62 100 52 81 52
6597
Rohitkumar0056
A web application for securely managing GitHub tokens and providing centralized…
B 71 55 96 71 21 81 69
6598
SK-DEV-AI
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 71 54 80 38 N/A 47 88 99
6599
jjsteffen23
Enables verification of natural language claims against CME prediction market d…
B 71 55 84 67 27 80 84
6600
maxtheman
mcpManager Claim
A desktop app and local MCP gateway that centralizes management of Claude/Codex…
B 71 54 86 40 N/A 29 95 96
Showing 6551–6600 of 30006 servers
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