MCP Server Quality Scores

Independent quality analysis of 43634 public MCP servers

43634
Discovered
29477
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35201
muhammedehab35
Enables managing internal documentation with search and add capabilities, and f…
N/A N/A
35202
ericchen1972
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
35203
NeilJo-GY
Provides global weather query services with features including real-time weathe…
N/A N/A 95
35204
riccardovietri
A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP s…
35205
found402
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
81
35206
YothisisTroy
Filesys Claim
A Filesystem MCP server that allows an LLM to read and list files from a specif…
N/A N/A 95
35207
askui
IDB-MCP Claim
MCP server to control iOS simulators for automation, enabling device management…
N/A N/A
35208
henrikogaard
A local-first MCP server for tracking beer releases on Vinmonopolet, enabling u…
N/A N/A
35209
MCP-Mirror
Provides access to Swiss court decisions through the entscheidsuche.ch API, ena…
81
35210
jdguggs10
A Cloudflare Worker that provides access to MLB Statistics API data through the…
81
35211
AIWerk
Read-only access to Wise (TransferWise) personal API for profiles, balances, ex…
35212
wpwriter
wpwriter Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
81
35213
kintone
Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
35214 N/A N/A 95
35215
Gorav22
BlenderMCP Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
N/A N/A
35216
slopweaver
slopweaver Claim
A local-first MCP server that helps Claude Code prioritize your work by searchi…
N/A N/A
35217
mmaun
sales-agent Claim
Multi-agent sales email generation server that creates, evaluates, and sends pe…
35218
keugenek
MCP server for Krea.ai enabling AI image and video generation using models like…
35219 N/A N/A 95
35220
omattsson
Provides comprehensive Terragrunt documentation, configuration generation, and …
35221
rudra016
An MCP server that enables AI assistants to search, discover, and install Acete…
35222
akashCF
A bridge that allows AI assistants like Claude to directly query and explore Mi…
81
35223
BananaCrystal
Provides AI agents with a wallet and autonomous payment capabilities using stab…
N/A N/A
35224
PelleNybe
AI-driven command center for local crypto operations, integrating over a dozen …
35225
bowenerchen
Production-grade cryptography toolkit with 31 MCP tools for classical, PQC, and…
35226 81
35227
Inferensys
Contextful Claim
Efficient context management: code search, evidence packs, and memory for codin…
N/A N/A
35228
Aiyo28
Xee-mcp Claim
Enables AI assistants to search X posts and read user timelines without API cos…
N/A N/A
35229
VolkanSah
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
35230
afreakk
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
N/A N/A
35231
evan-follis-u0ll
preflight Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
81
35232
DrRSatzteil
Enables semantic control and monitoring of openHAB smart home items through nat…
35233
IsaacCode0107
A simple MCP server that provides a terminal tool for executing shell commands …
81
35234
SamuelBrudner
Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…
35235
oliverames
Enables AI assistants to interact with YNAB budgets, performing read-only queri…
35236
pawanpanpan
serv Claim
N/A N/A 95
35237
panxiande
A Model Context Protocol server for RSSHub that enables AI assistants to access…
N/A N/A
35238 N/A N/A 95
35239
Zeke-777
A Word document processing MCP server that exposes a single tool (docx_process)…
N/A N/A
35240
caubequay010
mcp-proxy Claim
N/A N/A 95
35241
theYahia
vk-ads-mcp Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
35242
devjourney
Enables AI assistants to control Music Assistant for music search, library brow…
35243
ag2-mcp-servers
jellyfin-api Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
35244
ROHWOOCHUL
test11 Claim
N/A N/A 95
35245
pipeworx-io
mcp-figshare Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
35246
srishtivverma
allai Claim
N/A N/A 95
35247
pipelinescientists
coldsend-mcp Claim
AI-native cold email campaign management via Model Context Protocol. ## What Y…
81
35248
staruml
Enables creating diagrams or generating code from diagrams in StarUML via promp…
N/A N/A
35249
pipeworx-io
mcp-openaire Claim
Enables AI agents to search and retrieve EU research outputs including publicat…
35250
DrishtantKaushal
Model Context Protocol server for Langfuse observability. Query traces, analyze…
Showing 35201–35250 of 43634 servers
« Prev 1 703 704 705 706 707 873 Next »