MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30724
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32151
maerestijnde
Enables Claude AI to control and manage Homey Pro smart home devices, flows, an…
N/A N/A
32152
mike-whypred
Integrates the FRED (Federal Reserve Economic Data) API with MCP, enabling AI a…
N/A N/A
32153
ravi11196
Enables AI agents and external systems to programmatically trigger and monitor …
32154
maxx3250
Self-hosted Meta Ads (Facebook & Instagram) connector for Claude.
32155
wzlwww
Enables AI agents to interact with the Baltamatica scientific computing kernel,…
N/A N/A
32156
dchatpar
Provides tools for searching and reading local files, supporting metadata filte…
32157
kcw2034
Enables trading and market data access for Toss Securities through natural lang…
32158
merlinrabens
MCP server that bridges OpenAI's Agents SDK with Claude Code, enabling web sear…
32159
Leevandr
MCP server for searching an archive of Solana developer Telegram chats. Enables…
32160
ScienceLiveHub
An MCP server that makes the OpenAIRE Graph more useful for replication by iden…
32161
olaservo
Enables AI-assisted code review with bias mitigation strategies through cross-m…
81
32162
antonybudianto
web-pixel3 Claim
N/A N/A 95
32163
jsamuel1
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
N/A N/A
32164
Vee3io
Vee3 Claim
Vee3 connects coding agents to a hosted catalog of live data and action tools t…
32165
suliuer
hello Claim
N/A N/A 95
32166
dahshanlabs
klypix-mcp Claim
Enables AI agents to read, write, search, and manage .klypix canvas files for p…
N/A N/A
32167
spajjuri.pro
vsfclub8 Claim
N/A N/A 95
32168
bowlofarugula
whatsapp Claim
MCP server for sending and reading WhatsApp messages through Claude, with human…
N/A N/A
32169
daedalus
mcp-sparql Claim
MCP server exposing SPARQL query functionalities for LLMs, enabling query execu…
32170
cloud9-labs
Provides full access to the Notion API, enabling search, creation, and manageme…
32171
anatolykoptev
Autonomous AI agent for n8n workflow automation with credential factories, exec…
32172
Arcelibs
MaaMCP_CC Claim
Enables Claude Code to directly control Android emulators or Windows windows fo…
N/A N/A
32173
jyarbro
A comprehensive MCP server providing AI assistants with 325 tools to manage eBa…
32174
mikrominiw
MMWRAG Claim
Bilingual RAG for scientific literature with search-only MCP server. Enables hy…
N/A N/A
32175
Movm
A Model Context Protocol server that gives AI assistants direct access to Green…
32176
mario-hernandez
Legacy MCP server for Google Search Console data, now superseded by the unified…
N/A N/A
32177
civisanalytics
Enables interaction with the Civis Platform for data exploration, querying, and…
32178
Vangardo
MCP Hub Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
32179
MADPANDA3D
Portal-safe Cloudflare MCP server that enables agents to make Cloudflare API re…
32180 N/A N/A 95
32181
dotlab-hq
MCP server for OpenAI Vector Store API, managing vector stores, files, file bat…
32182
KTCrisis
flux7-memory Claim
Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with …
32183
VitalyOstanin
mongodb-mcp Claim
MCP server for comprehensive MongoDB integration, enabling database operations,…
32184
ntriq
lawink-mcp Claim
Enables querying Korean legal knowledge graph with 160K precedents and 130K sta…
32185
moiri-gamboni
Enables listing image files in a directory and reading their content as base64 …
N/A N/A
32186
remiehneppo
Exposes structured code generation tools via MCP protocol, enabling users to ge…
32187
louiscklaw
mcp-hko Claim
Provides access to Hong Kong Observatory weather data APIs, enabling retrieval …
32188
idletoaster
Enables AI assistants to execute SSH commands and perform token-efficient file …
32189
Semondora
A foundation for building interactive applications using the Model Context Prot…
N/A N/A 95
32190
vertliba
Minimal MCP server for Jira with configurable tools to reduce token usage, star…
N/A N/A
32191
Kijun0708
Enables Claude Code as a team leader to delegate tasks to GPT and Gemini expert…
N/A N/A
32192
regen-network
Enables AI coding assistants to estimate session energy footprint and retire ve…
32193
ebmarquez
MCP server for audio transcription with speaker diarization. Transcribes MP3/WA…
N/A N/A
32194
jedbillyb
Enables Claude to read, rewrite, generate, and summarize LibreOffice Writer doc…
N/A N/A
32195
toyball860721
Provides browser automation capabilities for AI assistants, enabling web naviga…
N/A N/A
32196
jain-m
Enables LLMs to perform distributed XGBoost training via the Model Context Prot…
32197
Polsia-Inc
twitter-read Claim
An MCP server for reading Twitter/X engagement data and metrics, enabling AI ag…
32198
fifeek0
Converts Markdown files to print-ready PDF and Word DOCX with professional styl…
N/A N/A
32199
tszaks
keynote-mcp Claim
Local macOS MCP server that reads, edits, and exports Apple Keynote presentatio…
N/A N/A
32200
codeislaw101
katzilla Claim
Unified data API for AI agents — 300+ free, public, and government data sources…
83
Showing 32151–32200 of 64766 servers
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