MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1151
get-dx
DX MCP Server Claim
Enables AI applications to write and execute natural language queries on organi…
B 81 64 84 66 90 49 95 92
1152
joleyline
MCP Memory LibSQL Claim 1
A high-performance, persistent memory system for the Model Context Protocol (MC…
B 81 55 94 68 62 82 92
1153
selfagency
beans-mcp Claim
Interact with the Beans CLI issue tracker agentically
B 81 54 80 62 N/A 89 92 88
1154
schwarztim
cimc-mcp Claim 2
An MCP server for managing standalone Cisco C-Series rack servers through the C…
B 81 55 73 100 48 81 98
1155
Hovsteder
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
B 81 66 90 92 90 23 81 89
1156
IntelagentStudios
mcp-file-processor Claim
Text extraction, keyword extraction, language detection, and chunking for RAG
B 81 54 100 58 N/A 50 90 100
1157
Codeturion
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
B 81 55 72 82 N/A 57 95 97
1158
tickory
Tickory MCP Server Claim
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
B 81 55 78 71 76 83 98
1159 B 81 54 92 66 N/A 50 95 94
1160
jcr82
Bruno MCP Server Claim 1
Integrates Bruno CLI for API testing, enabling users to run API requests and co…
B 81 55 84 100 N/A 72 95 48
1161
oksure
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
B 81 55 90 61 70 81 100
1162
zzgael
Pedigree MCP Server Claim 1
Generates family pedigree tree diagrams as PNG or SVG images using standard gen…
B 81 55 90 58 77 83 95
1163
GitHub30
Publish articles to Qiita via MCP tools. Minimal, fast, and focused on Qiita au…
B 81 64 88 74 89 38 95 89
1164
axelspringer
Snyk MCP REST Claim
Provides security scanning capabilities through Snyk CLI tools and REST API, en…
B 81 55 92 72 57 80 97
1165
huangxinping
A MCP (Model Context Protocol) server for fetching HuggingFace daily papers.
B 81 55 94 91 45 81 82
1166
zakblacki
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
B 81 55 92 83 48 81 89
1167
mikusnuz
agent-link-mcp Claim 1
MCP server for bidirectional AI agent collaboration — 5 tools for spawning and …
B 81 44 57 N/A N/A 79 95 98
1168
skullzarmy
vibealive Claim
B 81 54 84 65 N/A 76 90 92
1169
yeominux
md-feedback Claim
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes…
B 81 44 72 N/A N/A 60 95 95
1170
czottmann
kagi-ken-mcp Claim 1
Work with Kagi *without* API access (you'll need to be a customer, tho). Search…
B 81 55 82 73 74 83 94
1171
jordanburke
joplin-mcp-server Claim
Joplin MCP Server
B 81 55 84 68 73 80 99
1172
eLyiN
gemini-bridge Claim 1
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
B 81 55 72 82 80 82 89
1173
ExpertVagabond
ibmz Claim
IBM Z mainframe MCP server - Key Protect HSM & z/OS
B 81 54 94 61 N/A 52 95 97
1174
polaroteam
moltdj Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
B 81 66 96 66 99 39 81 91
1175
dsgarage
MaxRefMCP Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
B 81 66 90 86 91 24 81 95
1176
lostintangent
GistPad-MCP Claim
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
B 81 54 78 72 N/A 67 92 95
1177
Yunis147
Enables AI agents to control SO-ARM100 and LeKiwi robots using natural language…
B 81 44 80 N/A N/A 43 95 98
1178
nesquikm
rubber-duck Claim 1
Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more
B 81 54 100 57 N/A 90 68 92
1179
dandeliongold
Facilitates the creation of DecentSampler drum kit configurations, supporting W…
B 81 55 90 82 N/A 46 90 84
1180
Aas-ee
open-webSearch Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
B 81 55 76 75 79 82 93
1181
feedoracle
7-signal stablecoin risk scoring. 13 tools, 28+ tokens, SAFE/CAUTION/AVOID verd…
B 81 66 90 96 64 45 81 99
1182
nikicat
EVM Wallet Signer Claim
Route EVM transactions to browser wallets (MetaMask, etc.) for signing via EIP-…
B 81 54 90 60 N/A 62 95 91
1183
ArchimedesCrypto
Provides efficient handling of large Excel files through automatic chunking and…
B 81 55 90 100 N/A 56 95 53
1184
mixelpixx
An MCP (Model Context Protocol) server that provides Google search capabilities…
B 81 55 100 75 48 78 91
1185
happyeric77
Enables AI clients to interact with Joplin notes through the Web Clipper API. S…
B 81 54 90 53 N/A 62 95 100
1186
SylphxAI
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 81 55 84 67 78 80 98
1187
brentmid
Enables AI assistants to search and read your Evernote notes using natural lang…
B 81 55 100 68 54 81 94 TH
1188
devinvenable
MCP Talk Claim
A lightweight messaging system that enables real-time communication between dif…
B 81 55 86 91 N/A 22 95 94
1189
GlobKurier-pl
Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS…
B 81 66 84 86 92 34 82 92
1190
qq418716640
botbell-mcp Claim
Send push notifications to iPhone, iPad, and Mac from AI assistants. Two-way me…
B 81 55 86 75 61 82 99
1191
render-oss
render Claim
Interact with your Render resources via LLMs.
B 81 55 82 67 76 85 97
1192
izumin5210
any-script-mcp Claim
Enables execution of arbitrary CLI tools and shell scripts by defining them in …
B 81 54 90 60 N/A 68 87 96
1193
kovashikawa
BLS MCP Server Claim
Enables access to Bureau of Labor Statistics (BLS) economic data including Cons…
B 81 55 90 91 48 81 84
1194
synaptiai
A standardized framework for enhancing how LLMs process and respond to prompts …
B 81 55 96 55 N/A 84 76 97
1195
biocontext-ai
skill-to-mcp Claim
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
B 81 55 72 82 N/A 72 81 97
1196
kevinwatt
ffmpeg-mcp-lite Claim
MCP server for video/audio processing via FFmpeg - convert, compress, trim, ext…
B 81 55 66 82 N/A 61 95 98
1197
ibarrajo
Analyzes genealogy trees to detect errors, duplicates, and timeline inconsisten…
B 81 54 90 66 N/A 52 95 94
1198
fav-devs
Sociona MCP Server Claim
Enables AI assistants to publish, schedule, and manage social media posts acros…
B 81 55 90 65 67 81 99
1199
lofcz
Provides LLM-optimized filesystem access with intelligent file pagination for l…
B 81 54 96 62 N/A 46 90 99
1200
pwilkin
Enables comprehensive file operations including reading, writing, searching, an…
B 81 55 74 100 N/A 46 95 78
Showing 1151–1200 of 30006 servers
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