MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12201
aadarshjain
Enables exploration and querying of PostgreSQL databases through natural langua…
C 61 55 68 33 34 81 83
12202
Ansvar-Systems
hungarian-law-mcp Claim
Hungarian legislation via MCP — full-text search across statutes and provisions
C 61 66 90 36 0 71 82 93
12203 C 61 54 30 57 N/A 21 95 98
12204
kukapay
aster-info-mcp Claim 1
An MCP server that provides structured access to Aster DEX market data—covering…
C 61 55 61 30 39 81 95
12205
DHKim327
Cyphers MCP Server Claim 3
An MCP server that integrates the Neople Cyphers Open API with AI assistants fo…
C 61 55 57 71 27 82 57
12206
craigsdennis
A server that implements the Model Context Protocol (MCP) on Cloudflare Workers…
C 61 55 54 57 N/A 26 80 79
12207
jackmichaud
A modular and extensible tool server built on FastMCP that supports multiple to…
C 61 55 72 33 21 81 87
12208
WaiYanNyeinNaing
A minimal example server implementing the Model Context Protocol, providing add…
C 61 55 60 40 19 81 100
12209
angrysky56
Project Synapse Claim 1
An MCP server that transforms text into knowledge graphs and autonomously gener…
C 61 55 61 30 40 81 95
12210
Edwin1719
A FastMCP-based server that provides data analysis tools for processing, analyz…
C 61 55 62 41 34 80 84
12211
curtis-d-williams
A deterministic, network-free MCP server for validating repository release hygi…
C 61 54 54 22 N/A 50 95 90
12212
arjunkmrm
Facilitates real-time access to Singapore's Land Transport Authority (LTA) tran…
C 61 66 96 67 0 19 81 89
12213
rexfelix
Enables reading and extracting content from PDF documents including text (as Ma…
C 61 54 48 41 N/A 27 95 91
12214
zpankz
logseq-mcp-tools Claim 1
C 61 55 68 82 N/A 29 95 16
12215
osulivan
MCP Server for skill4agent - Search, view, and install AI skills in AI conversa…
C 61 66 94 63 0 25 80 93
12216
choi20201101
Provide access to Naver DataLab data through an MCP server interface, enabling …
C 61 54 32 67 N/A 39 92 77
12217
RuoJi6
An MCP-based Java decompilation tool that uses the CFR decompiler to convert .c…
C 61 54 42 37 N/A 49 92 87
12218
Pevansh
Tracks learning progress and generates personalized daily learning insights usi…
C 61 55 76 25 26 81 90
12219
jacob-dietle
A tool that allows deployment of a remote MCP (Model Context Protocol) server o…
C 61 55 48 67 22 81 82
12220
rbctmz
mcp-server-strava Claim
Integration Strava API с Model Context Protocol SDK
C 61 55 66 33 51 81 73
12221
sudomock
SudoMock Claim
Product mockup rendering API for e-commerce and print-on-demand. Upload Photosh…
C 61 55 76 10 57 69 98
12222
0xHashy
fathom-fyi Claim
Financial intelligence for AI agents. 31 tools across 8 data sources — regime, …
C 61 55 84 0 42 81 98
12223
swoiow
Database MCP Claim
Enables interaction with MySQL and PostgreSQL databases through separate plugga…
C 61 55 54 55 16 81 91
12224
ahtishamdilawar
Connects AI assistants to the FAST-NUCES Flex Student Portal, enabling students…
C 61 54 54 38 N/A 24 91 96
12225
etruong42
Prometheus MCP Claim
A proof-of-concept Prometheus MCP server, which likely enables Claude AI to int…
C 61 54 58 32 N/A 38 87 89
12226
thinkitpossible
Provides advanced mathematical calculation capabilities including symbolic alge…
C 61 55 94 33 42 81 45
12227
0xCarbon
qt-mcp Claim 2
An MCP server for inspecting, debugging, and interacting with PySide6 desktop a…
C 61 54 45 26 N/A 58 92 89
12228
mcp-ag2
Giphy MCP Server Claim
This is an auto-generated Multi-Agent Conversation Protocol server that enables…
C 61 55 60 45 21 81 91
12229
DaanTheoden
Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.…
C 61 66 94 50 0 49 81 88
12230
KronosWasTaken
Enables secure integration between GitHub and Jira with permission controls, al…
C 61 55 72 82 21 81 31
12231
revomkg
BMKG MCP Server Claim
An unofficial MCP server that provides access to Indonesia's BMKG data, includi…
C 61 55 54 31 42 80 100
12232
arben-adm
Facilitates integration of Brave Search functionalities with AI assistants thro…
C 61 55 48 41 42 82 93
12233
caiovicentino
A bridge between AI assistants and cryptocurrency payment services that enables…
C 61 55 78 22 25 81 93
12234
s2d01
Enables Claude AI to generate professional, production-ready MIDI files (chord …
C 61 64 88 47 0 37 94 100
12235
MessengerFlow
Enables AI assistants to manage marketing campaigns, Facebook accounts, and lea…
C 61 66 76 68 0 55 80 92
12236
ashley-ha
MCP Browser Agent Claim
A browser automation agent that enables Claude to interact with web browsers th…
C 61 54 54 31 N/A 42 87 90
12237
kukapay
modbus-mcp Claim 1
An MCP server that standardizes and contextualizes industrial Modbus data.
C 61 54 45 35 N/A 43 95 91
12238
honeybluesky
Unipile MCP Server Claim 1
Enables AI models to interact with messages from various messaging platforms (M…
C 61 66 84 65 0 36 81 97
12239
ag2-mcp-servers
HPSSC MCP Server Claim
This server enables communication with the Himachal Pradesh Staff Selection Com…
C 61 55 60 57 21 81 78
12240
rainbowgore
Spot pre-launch products before they trend. Search the web and tech sites, extr…
C 61 66 78 70 0 48 81 89
12241
bharathvaj-ganesan
whois-mcp Claim 1
MCP Server for whois lookups.
C 61 55 47 82 N/A 46 81 42
12242
abenke
Enables LLMs like Claude to manage Google Tasks by listing, creating, updating,…
C 61 55 62 22 43 81 98
12243
derekdong-star
Enables interaction with the Boss直聘 recruitment platform to search for jobs and…
C 61 54 54 42 N/A 43 87 76
12244
MokshadaRaibagkar
A lightweight AI agent that fetches real-time weather alerts for any U.S. state…
C 61 54 60 26 N/A 21 95 100
12245
ghchen99
A Model Context Protocol server that provides programmatic control over MuseSco…
C 61 54 51 22 N/A 50 94 91
12246
zig-wasm
Zig Docs MCP Claim
Provides up-to-date Zig standard library and builtin function documentation via…
C 61 64 84 31 0 69 88 100
12247
highlight-ing
Extracts diffs from GitHub Pull Requests, allowing users to retrieve and analyz…
C 61 55 72 33 13 81 94
12248
bamada
nestjs-mcp Claim
NestJS module for seamless Model Context Protocol (MCP) server integration usin…
C 61 54 78 33 N/A 71 92 28
12249
sathwikabbaraju
MCP Server Claim
Manages query validation, database connection, and security for a system that t…
C 61 55 66 33 18 81 99
12250
Ayoub-etoullali
An MCP server that provides AI applications with a toolset for an Artificial Vi…
C 61 54 27 50 N/A 44 95 96
Showing 12201–12250 of 57160 servers
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