MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28857
Scored
2088
Verified
16951
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12201
Abhi5h3k
MCP-URL2SNAP Claim
A lightweight Model Context Protocol (MCP) server that enables your LLM to capt…
C 61 54 56 40 N/A 23 87 94
12202
QuentinCody
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process…
C 61 54 60 47 N/A 26 84 83
12203
nabossha
Provides Swiss weather forecast data, allowing users to search for Swiss locati…
C 61 55 66 82 46 80 21
12204
abuttoncc
A tool server that enables large language models to directly access and utilize…
C 61 54 60 33 N/A 42 95 75
12205
kwanGDss
Bizinfo MCP Server Claim
Enables users to search and query Korean business announcements from 기업마당 (Bizi…
C 61 55 66 82 26 81 37
12206
rokith
A deployable Cloudflare Workers service that implements Model Context Protocol …
C 61 55 48 68 26 84 71
12207
carlosedp
Redfish MCP Server Claim
Enables AI agents and LLMs to control and monitor Redfish-enabled hardware thro…
C 61 66 84 73 0 23 81 98
12208
miguelyad26
Alpaca MCP Server Claim 1
A Model Context Protocol server that enables LLMs like Claude to interact with …
C 61 55 51 43 36 76 100
12209
mamorett
GeoIP MCP Server Claim 1
An MCP server that provides IP geolocation services using MaxMind's GeoIP2 data…
C 61 55 51 82 45 81 42
12210
ghchen99
A Model Context Protocol server that provides programmatic control over MuseSco…
C 61 54 51 22 N/A 50 94 91
12211
Sneezry
Provides traditional Chinese XiaoLiuRen divination analysis with accurate lunar…
C 61 55 72 95 22 81 16
12212
JackKuo666
🔍 Enable AI assistants to search and access Google Scholar papers through a sim…
C 61 55 70 27 24 83 96
12213
infinitimeless
An MCP server that allows Claude to interact with local LLMs running in LM Stud…
C 61 54 57 28 N/A 21 95 100
12214
kukapay
tornado-cash-mcp Claim 1
An MCP server that tracks Tornado Cash deposits and withdrawals to reveal hidde…
C 61 55 45 42 40 80 100
12215
eugenregehr
octoboost Claim
Analyze multiple URLs with categorized SEO / GEO checks and scored results.
C 61 64 84 65 0 32 83 94
12216
KO-Good-code
YApi MCP Server Claim
Enables reading and searching API documentation from YApi instances, allowing A…
C 61 55 72 37 27 81 80
12217
offerland-cc
A template for deploying a remote MCP server on Cloudflare Workers without auth…
C 61 55 48 66 24 83 78
12218
bithou
A tool that allows deployment of a Model Context Protocol server on Cloudflare …
C 61 55 48 66 21 81 82
12219
ahmedmustahid
PostgreSQL MCP Server Claim 1
A Model Context Protocol server providing dual transport (HTTP and Stdio) acces…
C 61 55 57 43 33 78 91
12220
dieselpro1111
TradesPro Claim
TradesPro is an open source MCP server that gives AI assistants structured know…
C 61 55 72 0 60 82 96
12221
sargioboys51
A deployable Model Context Protocol server that runs on Cloudflare Workers with…
C 61 55 48 68 21 81 82
12222
arjunkmrm
Search the web, images, videos, news, and local businesses with robust filters,…
C 61 66 78 68 0 53 81 90
12223
mehmetakinn
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
C 61 55 45 37 45 81 99
12224
febriansyahnr
MCP Alchemy Server Claim
Provides access to financial transaction data from XB database, enabling lookup…
C 61 55 54 50 29 80 89
12225
joeguo911
MCP Demo Server Claim
A demonstration server based on Model Context Protocol (MCP) that showcases how…
C 61 55 72 75 23 81 37
12226
zig-wasm
zig-mcp Claim
Model Context Protocol (MCP) server that provides up-to-date documentation for …
C 61 64 84 31 0 69 88 100
12227
DRITI2906
A lightweight MCP server that provides real-time hardware statistics including …
C 61 54 54 26 N/A 27 95 100
12228
benjaminr
mcp-koii Claim 1
MCP Server for Teenage Engineering EP-133 KO-II
C 61 54 53 33 N/A 28 95 94
12229
RespCodeAI
Enables multi-architecture code generation and execution across platforms inclu…
C 61 66 90 70 0 24 81 91
12230
jar285
Docker Explorer Claim 1
A Model Context Protocol server that provides tools for interacting with Docker…
C 61 55 45 50 39 74 100
12231
jezweb
Provides comprehensive management of OpenAI Vector Stores, allowing AI assistan…
C 61 66 84 72 0 29 81 91
12232
JesseEikeland
Provides access to 30+ Kali Linux penetration testing tools including Nmap, SQL…
C 61 54 66 33 N/A 25 88 87
12233
jarvismaximum-hue
ProfitPlay MCP Server Claim 1
Enables AI agents to interact with the ProfitPlay prediction market to trade sh…
C 61 66 90 62 0 30 76 99
12234
k-lordbodin7
Enables real-time tracking of newly created liquidity pools on PancakeSwap DEX.…
C 61 55 48 41 46 82 93
12235
sagacious-satadru
A server that enables Claude to search and access documentation from popular li…
C 61 55 60 41 22 81 94
12236
pl974
Enables interaction with the Internet Archive's Wayback Machine to save web pag…
C 61 66 78 66 0 47 81 97
12237
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
12238
ahtishamdilawar
Connects AI assistants to the FAST-NUCES Flex Student Portal, enabling students…
C 61 54 54 38 N/A 24 91 96
12239
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
12240
will-garrett
debugpy-mcp Claim 1
An MCP server that enables agents to attach debugpy to running Python processes…
C 61 54 45 62 N/A 30 87 75
12241
miadisabelle
Facilitates structured creative thinking through sequential thought processing,…
C 61 55 60 26 48 82 93
12242
foolsec
A FastMCP-based interface for Metasploit Framework, enabling AI agents to inter…
C 61 54 60 25 N/A 43 82 96
12243
philipp-eisen
Modal MCP Toolbox Claim 1
Facilitates running Python code in a sandbox and generating images using the FL…
C 61 55 72 60 60 78 31
12244
mcpcentral-io
mcp-time Claim
Time MCP server via HTTP
C 61 66 78 72 0 33 81 99
12245
intentos-labs
beeper-mcp Claim
Beeper provides transactions on BSC, including balance/token transfers, token s…
C 61 54 66 32 N/A 27 77 97
12246
Omkar4141
Enables natural language expense management with SQLite storage, allowing users…
C 61 54 56 25 N/A 27 95 98
12247
conacts
A deployable Model Context Protocol server for Cloudflare Workers that enables …
C 61 55 48 66 21 81 83
12248
leaveanest
Enables access to SORACOM IoT platform data including Harvest sensor data, file…
C 61 55 54 42 47 81 81
12249
mohamedaadhil96
Fetches real-time official documentation for LangChain, LlamaIndex, and OpenAI …
C 61 55 60 40 27 81 94
12250
Villarley
A serverless implementation that allows deploying a remote Model Context Protoc…
C 61 55 48 68 21 81 80
Showing 12201–12250 of 33745 servers
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