MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24101
foxitsoftware
MCP server that exposes Foxit PDF API capabilities via stdio.
D 54 4⁄3 ◐ ⏳ 60 40 N/A 24 83 —
24102
frankkinuthian
mastra-mcp-agent ⚡ Claim
D 54 3⁄3 ◐ ⏳ 42 N/A N/A 21 95 —
24103
mcp-bridge
LocalFS MCP Server ⚡ Claim
Provides sandboxed access to local filesystem operations including directory an…
D 54 4⁄3 ◐ ⏳ 60 27 N/A 27 95 —
24104
rccyx
S3 MCP Server ⚡ Claim
Enables interaction with AWS S3 through MCP, supporting bucket and object manag…
D 54 4⁄4 ◐ ⏳ 60 25 — 49 81 —
24105
yubraaj11
ffmpeg-mcp ⚡ Claim
Enables comprehensive video and audio processing using FFmpeg, supporting tasks…
D 54 4⁄3 ◐ ⏳ 54 36 N/A 30 90 —
24106 D 54 4⁄3 ◐ ⏳ 58 32 N/A 24 95 —
24107
yanjunz
mcp_search_images ⚡ Claim
A search service based on multiple image APIs and icon generation capabilities,…
D 54 4⁄4 ◐ ⏳ 54 36 — 48 78 —
24108
chaindead
TOONer ⚡ Claim
MCP proxy that wraps any MCP server and transparently converts JSON responses i…
D 54 4⁄4 ◐ ⏳ 60 17 — 69 74 —
24109
blacktop
mcp-tts Claim 1
MCP Server for Text to Speech
D 54 4⁄3 ◐ ⏳ 41 10 N/A 80 96 —
24110
Burnsedia
Enables username enumeration across 400+ social media platforms using the Sherl…
D 54 4⁄4 ◐ ⏳ 64 30 — 32 81 —
24111
RealYoungk
Provides natural language access to South Korean corporate disclosure data, fin…
D 54 4⁄4 ◐ ⏳ 54 32 — 48 80 —
24112
randomm
Files-DB-MCP ⚡ Claim
A local vector database system that provides LLM coding agents with fast, effic…
D 54 4⁄3 ◐ ⏳ 48 27 N/A 43 95 —
24113
dwrtz
mcpterm Claim 1
An MCP tool server that provides stateful, TUI-compatible terminal sessions.
D 54 4⁄3 ◐ ⏳ 60 32 N/A 24 90 —
24114
pomazanbohdan
UUIDv7 Generator ⚡ Claim
Generates UUIDv7 strings either individually or in batches, providing time-sort…
D 54 4⁄4 ◐ ⏳ 60 40 — 24 83 —
24115
RobThePCGuy
An MCP server that enables patent creation and analysis, including regulation s…
D 54 4⁄3 ◐ ⏳ 64 0 N/A 62 90 —
24116
mastercode-io
An MCP server for Zoho Creator's Scaflog application that provides note managem…
D 54 4⁄3 ◐ ⏳ 41 63 N/A 17 90 —
24117
marcelmarais
Obsidian MCP Server ⚡ Claim 1
A lightweight server that enables AI assistants like Cursor & Claude to read fr…
D 54 4⁄3 ◐ ⏳ 60 27 N/A 25 95 —
24118
debajoycs98
Enables comprehensive personal task management through specialized MCP servers …
D 54 4⁄3 ◐ ⏳ 60 27 N/A 26 95 —
24119
Beaulewis1977
A Windows-optimized server providing universal data analytics for JSON and CSV …
D 54 4⁄3 ◐ ⏳ 60 12 N/A 47 95 —
24120
huazhengwang
A Multi-Agent Conversation Protocol server that enables interaction with the Cl…
D 54 4⁄4 ◐ ⏳ 60 47 — 21 80 —
24121
RMRanjit
Enables AI assistants to create, validate, and visualize ArchiMate 3.2 enterpri…
D 54 4⁄4 ◐ ⏳ 64 15 — 48 84 —
24122
tim-smart
effect-mcp ⚡ Claim
Tools and resources for writing Effect code in Typescript.
D 54 4⁄4 ◐ ⏳ 44 17 — 78 86 —
24123
MightyDillah
Apple Doc MCP ⚡ Claim 1
A Model Context Protocol server that provides AI coding assistants with direct …
D 54 4⁄4 ◐ ⏳ 49 31 — 54 82 —
24124
gitkraken
GitKraken MCP ⚡ Claim
The GitKraken MCP Server turns your AI assistant into a context-aware developme…
D 54 3⁄3 ◐ ⏳ 42 N/A N/A 21 95 —
24125
dev-muhammad
Enables AI agents to manage personal expenses through natural language conversa…
D 54 4⁄4 ◐ ⏳ 54 35 — 44 81 —
24126
Agience
Agience Claim
MCP-native workspace for turning live work into durable knowledge.
D 54 4⁄3 ◐ ⏳ 50 37 N/A 30 95 —
24127
bircher988
Operationalizes Seth Godin's Permission Marketing framework to manage user trus…
D 54 4⁄3 ◐ ⏳ 42 52 N/A 25 92 —
24128
BACH-AI-Tools
An MCP server that enables users to search for recipes and cooking instructions…
D 54 4⁄4 ◐ ⏳ 35 60 — 42 81 —
24129
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides access to Google's Loc…
D 54 4⁄4 ◐ ⏳ 60 50 — 21 76 —
24130
guercheLE
Enables LLMs to interact with Atlassian Jira Data Center through natural langua…
D 54 4⁄4 ◐ ⏳ 48 26 — 66 81 —
24131
chumbalayaa
amiready-ai Claim
D 54 4⁄3 ◐ ⏳ 48 45 N/A 30 90 —
24132
KemingHe
Provides up-to-date Python package manager commands by cross-referencing offici…
D 54 4⁄4 ◐ ⏳ 54 23 — 58 81 —
24133
omaidf
A Solana blockchain interaction server that allows AI tools to query blockchain…
D 54 4⁄4 ◐ ⏳ 48 58 — 21 81 —
24134
rand-tech
PCM ⚡ Claim 1
MCP server for reverse engineering that enables interaction with IDA Pro for an…
D 54 4⁄3 ◐ ⏳ 41 43 N/A 45 89 —
24135
rigzindorje
Gmail API MCP Server ⚡ Claim 1
A Model Context Protocol server that enables interaction with the Gmail API thr…
D 54 4⁄3 ◐ ⏳ 45 50 N/A 21 95 —
24136
VitoLin
mcpwrapped ⚡ Claim
A lightweight proxy that allows users to filter MCP tools by whitelisting speci…
D 54 4⁄4 ◐ ⏳ 60 22 — 52 82 —
24137
aymericzip
intlayer Claim 1
A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n…
D 54 4⁄4 ◐ ⏳ 39 27 — 79 81 —
24138
digitalgreenorg
Enables AI agents to access real-time and historical weather data through multi…
D 54 4⁄4 ◐ ⏳ 48 58 — 25 81 —
24139
ag2-mcp-servers
An MCP Server that provides a conversational interface to the DoubleClick Bid M…
D 54 4⁄3 ◐ ⏳ 45 50 N/A 21 95 —
24140
elphinsnow
mcp-remote-py ⚡ Claim
A minimal Python-based proxy that bridges local MCP STDIO clients with remote M…
D 54 4⁄4 ◐ ⏳ 56 41 — 30 82 —
24141
ahmedessmat2023-ctrl
register Claim
D 54 4⁄3 ◐ ⏳ 50 20 N/A 49 95 —
24142
smk2k23
A template for deploying authentication-free MCP servers on Cloudflare Workers …
D 54 4⁄4 ◐ ⏳ 48 55 — 27 81 —
24143
zeikar
KiMCP ⚡ Claim
Integrates Korean APIs (Naver, Kakao, TMAP) into LLM applications for search, m…
D 54 4⁄3 ◐ ⏳ 60 17 N/A 43 90 —
24144
Shak2000
Integrates Yahoo Finance API with LLaMA 3.2 3B, allowing users to retrieve real…
D 54 4⁄3 ◐ ⏳ 48 50 N/A 16 95 —
24145
ningwenjie
MCP Server Claim
A multi-functional computing platform server designed to integrate with large l…
D 54 4⁄4 ◐ ⏳ 42 66 — 21 81 —
24146
chrishayuk
Enables comprehensive control of iOS simulators and real devices through AI ass…
D 54 4⁄3 ◐ ⏳ 60 28 N/A 29 92 —
24147
dev-wraithgt60
Provides access to comprehensive financial market data from Massive.com API, in…
D 54 4⁄4 ◐ ⏳ 48 35 — 51 81 —
24148
awaku7
mcpbluesky ⚡ Claim 1
An MCP server that enables users to interact with the Bluesky social network th…
D 54 4⁄4 ◐ ⏳ 47 43 — 45 80 —
24149
hoangsonww
📰 An automated, multi-agent research ops AI pipeline that gathers daily AI news…
D 54 4⁄3 ◐ ⏳ 64 12 N/A 41 95 —
24150
jmagar
Homelab MCP Server ⚡ Claim
Manage Docker infrastructure across multiple homelab hosts including Unraid, Pr…
D 54 4⁄4 ◐ ⏳ 48 46 — 38 81 —
Showing 24101–24150 of 69261 servers
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