MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13151
molavec
MCP YAML API Claim 2
A Model Context Protocol server that creates tools from API configurations defi…
C 59 55 69 65 25 81 42
13152
VlaadislavKr
Enables seamless interaction with MySQL, PostgreSQL, and SQLite databases throu…
C 59 55 54 53 26 71 86
13153
chrisvin-jabamani
Lotus MCP Claim
Enables creation of reusable browser automation skills through demonstration by…
C 59 66 80 63 0 29 81 95
13154
mircorudolph
Toy MCP Server Claim
A simple reference implementation demonstrating MCP server basics with two toy …
C 59 54 48 27 N/A 24 95 100
13155
vishalmysore
An MCP server that integrates Arduino-based robotics (ESP32 or Arduino Nano) wi…
C 59 55 51 46 44 81 71
13156
twolven
A Model Context Protocol server that enables LLMs to analyze options chains, ca…
C 59 55 75 23 33 81 77
13157
Financier-Nuri
MiniMax MCP Server Claim 1
Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agen…
C 59 55 84 0 27 81 98
13158
Lumif-ai
Provides technical analysis tools for cryptocurrency trading data, calculating …
C 59 55 66 31 17 78 94
13159
ZaharGusyatin
An MCP server designed for React Native and Expo development that provides spec…
C 59 64 57 68 0 42 92 96
13160
rsyuzyov
Enables semantic search through 1C codebase exports using local CPU-based RAG w…
C 59 55 72 30 40 80 70
13161
kwonsw812
kiwoom-mcp Claim 2
An MCP server that enables natural language control of Kiwoom Securities accoun…
C 59 54 33 75 41 87 59
13162
sanketshinde3001
MCP Server Claim 1
A Model Context Protocol server that provides greeting tools, resources, and pr…
C 59 55 29 100 N/A 23 95 37
13163
ampcome-mcps
Allows AI assistants to interact with Square's connect API, providing access to…
C 59 66 78 66 0 41 81 87
13164
GitDzreal93
A FastMCP framework-based server providing Android device automation control ca…
C 59 54 62 28 N/A 19 88 90
13165
ag2-mcp-servers
An MCP server that provides access to the New York Times Newswire API, allowing…
C 59 55 45 57 21 81 84
13166
mmarqueti
An MCP server that enables AI tools to interact with ActiveCampaign API, allowi…
C 59 66 69 61 0 46 81 97
13167
velosovictor
Graforest MCP Claim 1
Enables AI agents to build, populate, and search knowledge graphs by providing …
C 59 66 78 68 0 33 76 92
13168
greedy52
teleport-docs-mcp Claim
Enables AI assistants to search and retrieve information from Teleport document…
C 59 55 56 22 44 81 94
13169
HuggingAGI
MCP server based on baostock, providing access and analysis capabilities for Ch…
C 59 55 54 33 27 82 98
13170
Anarcyst
YouTube MCP Server Claim
A zero-config server that enables searching YouTube videos, retrieving transcri…
C 59 55 70 0 51 81 99
13171
tachote
Enables out-of-band interaction testing by integrating ProjectDiscovery's inter…
C 59 66 66 68 0 44 81 98
13172
tarakomasu
Accurately counts Japanese text characters using grapheme clusters, properly ha…
C 59 66 66 71 0 54 81 88
13173
xiaomayisjh
Enables scientific computing, mathematical problem solving, and step-by-step ma…
C 59 55 62 32 22 81 93
13174
Eivs
Enables Google search queries and webpage content extraction through an MCP ser…
C 59 66 72 72 0 28 82 96
13175
Beyond-Network-AI
An extensible Model Context Protocol server that provides standardized access t…
C 59 66 74 73 0 48 82 73
13176
apito-io
Apito MCP Server Claim 1
Enables LLMs to interact with Apito's system GraphQL API to build and manage he…
C 59 66 80 65 0 29 80 92
13177
dmarsters
Provides a catalog of curated author writing styles and tools to blend or analy…
C 59 55 60 25 27 83 99
13178
mfang0126
A Model Context Protocol (MCP) Server that provides unified access to multiple …
C 59 55 78 65 16 81 35
13179
QAInsights
k6-mcp-server Claim
Grafana k6 MCP Server for performance testing
C 59 54 48 32 N/A 42 87 90
13180
Omkar4141
Test MCP Server Claim
A demonstration MCP server project showcasing both local and remote server setu…
C 59 55 62 31 30 80 86
13181
zhangzhongnan928
A Model Context Protocol server that allows Claude to interact with Warpcast ac…
C 59 55 47 40 36 81 92
13182
quanticsoul4772
Enables formal logical reasoning, mathematical problem-solving, and proof const…
C 59 66 96 32 0 57 80 91
13183
Sauravmehto
Provides comprehensive stock intelligence workflows by integrating data from mu…
C 59 55 60 82 25 77 35
13184
klauern
MCP YNAB Server Claim 1
An MCP server that allows users to interact with YNAB data, enabling access to …
C 59 55 45 42 31 80 96
13185
bakhruhk
Automatically generates Anki flashcards from Notion pages by extracting questio…
C 59 55 48 36 34 81 96
13186
kukapay
pumpswap-mcp Claim
Enabling AI agents to interact with PumpSwap for real-time token swaps and auto…
C 59 55 60 31 39 74 92
13187
sirusb
samtools_mcp Claim
A Model Control Protocol implementation for SAMtools, providing a standardized …
C 59 55 72 28 23 76 90
13188
PhungXuanAnh
selenium-mcp-server Claim 1
A Model Context Protocol server providing web automation capabilities through S…
C 59 54 45 33 N/A 39 87 93
13189
edgeedgehq
coverageunlocked Claim
AI-powered insurance denial appeals. Win probabilities, payer intelligence & re…
C 59 55 72 0 N/A 55 81 92
13190
cuongpo
cuongpo-coti-mcp-1 Claim
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
C 59 66 72 61 0 47 76 100
13191
luochang212
Card Magic MCP Claim 1
Implements the Chico & Dico card magic trick by encoding a hidden fifth card wi…
C 59 55 56 41 50 83 62
13192
Anilinfo2015
An MCP server that retrieves jokes from three different sources: Chuck Norris j…
C 59 55 53 17 49 83 100
13193
chronis10
Enables users to manage Gmail by fetching recent emails with pagination and cre…
C 59 54 50 38 N/A 21 90 93
13194
iceener
Enables management of Google Calendar events across multiple calendars with nat…
C 59 66 96 46 0 35 82 91
13195
aqara-docs
MySQL MCP Server Claim 1
Enables AI applications to interact with MySQL databases through a secure inter…
C 59 55 72 50 41 71 53
13196
dekstop
MCP-dev Claim
Custom MCP tools for local development that enable file system access, shell co…
C 59 54 60 18 N/A 21 95 99
13197
KairosMobius
nexus-memory-mcp Claim
Persistent semantic memory for AI agents with knowledge graphs and Intelligence…
C 59 64 76 58 0 52 83 90
13198
guangxiangdebizi
QMT-MCP Claim
QMT-MCP 模块化量化交易助手
C 59 54 54 36 N/A 21 90 86
13199
liuyazui
Base64 MCP Server Claim
A simple and efficient MCP server that provides Base64 encoding and decoding fu…
C 59 55 60 36 22 81 89
13200
DXC-Lab-Linkage
A continuous integration server that automates Python code analysis, providing …
C 59 55 68 31 19 81 88
Showing 13151–13200 of 54421 servers
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