MCP Server Quality Scores

Independent quality analysis of 61340 public MCP servers

61340
Discovered
30033
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61251
quittung
MCP server that reads local OpenClaw session files to provide token usage and c…
N/A N/A
61252
hi-jin
Enables AI agents to extract PDF text, search with PDF++ citations, access vaul…
N/A N/A
61253
allora-network
Enables AI systems to fetch machine learning inferences and prediction market d…
61254
hsiangjenli
mcp-polib Claim
A Model Context Protocol server for reading, writing, and managing GNU Gettext …
N/A N/A
61255
nikkomiu
pocketid-mcp Claim
MCP server for managing Pocket ID instances, providing 57 tools for user manage…
N/A N/A
61256
lordbasilaiassistant-sudo
Enables GitHub project management from Claude, supporting issue creation, miles…
61257
adshaa
Bridges AI assistants to Salla e-commerce stores for natural language operation…
61258
chyang222
Enables natural language control of AWS resources (EC2, Security Groups, S3, Be…
61259
PickAID
MCP server that helps AI agents inspect Minecraft project evidence (crash logs,…
N/A N/A
61260
satiyap
Enables AI assistants to read Confluence Cloud pages as markdown, browse page t…
N/A N/A
61261
kimkun07-k
Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file…
N/A N/A
61262
RMRanjit
fetch Claim
Fetches web pages and converts them to markdown for LLM consumption, supporting…
61263
SDillon001
A local MCP server that indexes and searches your Claude Code conversation hist…
N/A N/A
61264
groupdocs-redaction
MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image …
N/A N/A
61265
cpxazn
mcp-medusa Claim
Exposes Medusa anime automation tools for adding anime and querying seasonal an…
N/A N/A
61266
ajdoyl2
Provides intelligent dbt assistance through Claude Code integration, enabling u…
N/A N/A 95
61267
@jalpp
ChessAgine Claim
A comprehensive chess analysis (MCP) server that provides advanced chess analys…
81
61268
mambalabsdev
Detects a company CRM, sequencer, and marketing automation from its public webs…
N/A N/A
61269
dy-le
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
61270
chocoboy-dev
Mi-Mi-Mi MCP Claim
Adds emotional reactions (emojis, text, sounds) to code generation in opencode,…
N/A N/A
61271
glrta
Enables Claude to read unread emails and create draft replies in Gmail with pro…
N/A N/A
61272
guxi666
guxi Claim
webgl流体模拟
N/A N/A 95
61273
dakofler
Exposes custom Python functions as tools and integrates with Ollama for tool ca…
61274
ilyaberdysh
amocrm-mcp Claim
Enables users to interact with AmoCRM via Claude Desktop using natural language…
N/A N/A
61275
plwp
Enables control of Philips Hue lights through the Model Context Protocol, provi…
N/A N/A
61276
fuego-wtf
folk-crm Claim
Interact with Folk CRM to manage people, companies, groups, and notes via MCP t…
61277
selfagency
git-mcp Claim
Enables AI agents to perform full Git operations including branching, committin…
N/A N/A
61278
tathagat22
plumb-mcp Claim
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, a…
N/A N/A
61279
vbhaskarrao
sfmcMCP Claim
Enables managing Azure Service Fabric Managed Clusters through the Azure REST A…
61280
BoltApp
boltcheckout Claim
MCP server enabling natural language interaction with the Bolt API for managing…
61281
JonasKeil
Provides up-to-date AI model names and pricing from models.dev, solving model h…
61282
Abdelrahmanghoniem
Enables Cursor AI to interact with SQL Server databases, including querying, sc…
N/A N/A
61283
dsouza-anush
Enables AI models to interact with web pages through structured accessibility s…
61284
Walkernn1
Enables AI assistants to interact with Attio CRM via natural language, supporti…
N/A N/A
61285
ktmcp-cli
MCP server for Betfair Exchange Streaming API, providing real-time streamed upd…
N/A N/A
61286
vdanen
osidb-mcp Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
61287
WiFiWithoutWalls
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
61288
itto-ki
An MCP server that provides technical consultation, code review, and code expla…
N/A N/A
61289
senseiBas
Enables AI assistants to search, read, and append content to notes in an Obsidi…
N/A N/A
61290
neil-ac
Enables searching and filtering real estate properties in France through the Me…
81
61291
ErnestoCorona
kanboard-mcp Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
N/A N/A
61292
dealermax
mcpmax Claim
Italian automotive platform, AI-ready Cross-dealer semantic search across 100+ …
81
61293
INOTECH-ecbiesek
sienge-mcp Claim
N/A N/A 95
61294
musabz360
Provide real-time weather data and forecasts to your applications. Enable agent…
N/A N/A 95
61295
earchibald
A state persistence layer that enables seamless handoffs between different AI c…
N/A N/A 95
61296
intruder-io
intruder-io Claim
test
N/A N/A 95
61297
gitByEOS
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
61298
zhaoyuxuan
An MCP server agent that enables analysis of YouTube videos by extracting trans…
81
61299
ASG Card Claim 1
Give AI agents autonomous virtual card management via x402 and Stellar USDC
N/A N/A 81
61300
git-acet
SMS en Masse Claim
Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.
Showing 61251–61300 of 61340 servers