MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3101
jem-computer
Provides seamless integration with Capacities knowledge management system, allo…
B 76 55 72 75 47 81 100
3102
SolonaBot
Gmail MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to search, read, and…
B 76 55 77 77 52 80 89
3103
riker-t
Enables AI assistants to access Ramp's developer documentation and API schemas …
B 76 54 92 58 N/A 23 95 97
3104
Hawstein
MCP Server Reddit Claim 1
A server allowing interaction with Reddit via the public API, enabling browsing…
B 76 55 90 100 48 81 46
3105
savri-io
Enables users to access and manage Savri analytics data, including visitor stat…
B 76 55 90 66 42 80 90
3106
GongRzhe
A Model Context Protocol server that enables AI assistants to create, read, edi…
B 76 55 63 82 74 80 83
3107
treza-labs
treza Claim
Manage secure enclaves (TEEs) with attestation, payments, and signing for AI ag…
B 76 55 68 73 N/A 65 82 95
3108
mjbeatty89
mcp_code_executor Claim 1
B 76 54 90 56 N/A 42 88 93
3109
donnel666
UART MCP Server Claim 1
Enables AI assistants to communicate with serial port devices, supporting port …
B 76 54 88 65 N/A 66 95 61
3110
peakmojo
A MCP server for accessing Zoom recordings and transcripts without requiring di…
B 76 55 85 71 40 80 94
3111
gitskyflux
An interface for interacting with Google Firestore databases directly through C…
B 76 55 90 60 44 80 99
3112
spences10
Enables efficient web search integration with Jina.ai's Search API, offering cl…
B 76 55 78 70 56 80 91
3113
sanggggg
Enables storing and managing dynamic review records with custom schemas for any…
B 76 55 78 100 24 81 80
3114
Mazchoo
Enables semantic search across documents and code repositories using RAG (Retri…
B 76 54 96 52 N/A 25 95 96
3115
creating-cat
gemini-image-mcp Claim
gemini-image-mcp
B 76 55 72 75 56 81 94
3116
0xrdan
MCP RAG Server Claim
Enables AI assistants to search and retrieve information from your knowledge ba…
B 76 55 90 56 57 81 92
3117
Tommertom
awesome-ionic-mcp Claim
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
B 76 54 84 60 N/A 41 89 96
3118
pl974
Enables AI image generation using Freepik's Seedream 4.0, image editing with na…
B 76 55 90 66 32 81 99
3119
zerodustxyz
zerodust Claim
Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.
B 76 54 78 71 N/A 41 83 100
3120
jackyckma
Medium MCP Server Claim 1
A browser-based solution that enables programmatic interaction with Medium's co…
B 76 54 76 62 N/A 55 90 94
3121
ahonn
A server that provides access to Google Search Console data through the Model C…
B 76 55 88 70 35 81 94
3122
mcollina
MCP Ripgrep Server Claim
Provides ripgrep search capabilities to MCP clients like Claude, allowing high-…
B 76 55 86 91 N/A 48 95 47
3123
RemoteMCP
Remote-MCP Claim
A type-safe solution that enables remote access to Model Context Protocol (MCP)…
B 76 55 94 58 44 81 94
3124 B 76 54 74 70 N/A 31 95 99
3125
YannBrrd
Simple Snowflake MCP server that works behind a corporate proxy. Read and write…
B 76 55 78 62 59 78 100
3126
arben-adm
This server facilitates structured problem-solving by breaking down complex iss…
B 76 55 60 82 61 81 95
3127
rog0x
log Claim
Log parse, filter, analyze for AI agents
B 76 44 70 N/A N/A 40 95 91
3128
xiaobenyang-com
smart-search Claim 1
Smart Search MCP is an intelligent search toolkit focused on the technology fie…
B 76 64 78 66 84 45 95 81
3129
kitao
pyxel-mcp Claim 1
MCP server for [Pyxel](https://github.com/kitao/pyxel) retro game engine, enabl…
B 76 55 57 82 N/A 55 95 91
3130
bcharleson
Plays sound effects when Cursor AI completes code generation, providing audio f…
B 76 55 66 87 N/A 20 95 100
3131
CopilotKit
Interact with all three types of generative UI, all in one interface
B 76 54 78 63 N/A 34 95 100 HT
3132
SongT-50
Korean Public Data Claim
Korean government open data - weather, population, law search via data.go.kr
B 76 66 90 66 84 45 80 82
3133
raykuonz
Slidev MCP Server Claim
Enables AI agents to create professional Slidev presentations and export them t…
B 76 54 78 65 N/A 38 95 97
3134
skeptomai
KiCad MCP Server Claim
Enables natural language search and exploration of KiCad component symbol libra…
B 76 54 78 56 N/A 43 95 100
3135
SayreBlades
MCP Web Tools Claim
Provides local web search and content fetching capabilities for AI assistants, …
B 76 54 94 56 N/A 24 95 97
3136
Lumenore-Platform
Provides AI assistants with access to Lumenore's analytics capabilities, enabli…
B 76 55 82 72 43 81 94
3137
IzumiSy
MCP Memory Server with DuckDB backend
B 76 54 62 56 N/A 86 94 89
3138
nietus
anki-mcp Claim
MCP server for anki
B 76 55 84 82 N/A 30 95 74
3139
openpharma-org
Provides comprehensive access to CMS Medicare data including physician services…
B 76 55 96 100 51 81 35
3140
dceluis
tasker-mcp Claim 2
An MCP server for Android's Tasker automation app.
B 76 54 75 65 N/A 38 95 100
3141
Vonage-Community
MCP Server that integrates various Vonage APIs as MCP tools, to make it easier …
B 76 55 90 82 57 81 59
3142
prosdevlab
Doc Agent Claim
Enables extraction of structured data from documents like invoices, receipts, a…
B 76 55 82 67 57 81 91
3143
prefrontal-systems
Sub-Agents MCP Claim 1
Enables the creation and execution of task-specific AI sub-agents defined in ma…
B 76 54 84 58 N/A 51 92 91
3144
hoyoun86
MCP Python SDK Claim
A Python implementation of the Model Context Protocol that enables applications…
B 76 55 78 66 60 81 90
3145
culpur
cstrike Claim 1
CStrike v2.6 — Offensive Security Platform. 35+ tools, 9-container Docker stack…
B 76 55 72 82 N/A 63 95 62
3146
KeyID-AI
agent-kit Claim
Give Claude/Cursor email powers. 27 MCP tools — inbox, send, reply, contacts, s…
B 76 55 94 57 N/A 50 80 91
3147
spences10
Enables integration with DuckDuckGo search capabilities for LLMs, supporting co…
B 76 55 78 71 49 81 94
3148
M-Pineapple
Msty Admin MCP Claim 1
Comprehensive MCP server for administering Msty Studio Desktop with 36 tools ac…
B 76 54 90 46 71 84 87
3149
geneontology
Noctua MCP Server Claim
Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) …
B 76 55 84 40 81 80 98
3150
sengokudaikon
Provides access to Perplexity AI models through two tools: ask\_perplexity for …
B 76 55 78 68 53 81 98
Showing 3101–3150 of 66402 servers
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