MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55151
marcinn2
Controls GREE/EWPE-compatible WiFi air conditioners directly over your LAN usin…
— ○ ⏳ — N/A N/A — — —
55152
qurihara
MCP server for Cosense (formerly Scrapbox) that enables page creation, editing,…
— ○ ⏳ — — — — — —
55153
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
— ○ ⏳ — N/A N/A — — —
55154
ganyu123456
MCP server that enables LLMs to search, play, and manage music from multiple pl…
— ○ ⏳ — — — — — —
55155
pipeworx-io
Enables AI agents to search and query City of Fairfield, California open geospa…
— ○ ⏳ — — — — — —
55156
peterbud
Enables MCP client interaction via streamable HTTP, providing example tools (ec…
— ○ ⏳ — — — — — —
55157
strommy76
agent-broker Claim
Enables multi-agent communication workflows with consensus arbitration, peer me…
— ○ ⏳ — — — — — —
55158
pranrichh
Spectre Claim
Enables AI agents to search, read user profiles, timelines, media, follow threa…
— ○ ⏳ — N/A N/A — — —
55159
washyu
Enables AI assistants to manage infrastructure using Ansible and Terraform with…
— ○ ⏳ — — — — — —
55160
geopopos
MCP server integrating Higgsfield AI API for image generation, video animation,…
— ○ ⏳ — — — — — —
55161
oakplank
RevitMCP Claim
A pyRevit extension and Python server that enables AI clients to interact with …
— ○ ⏳ — N/A N/A — — —
55162
unhuman
Enables users to fetch Zoom meeting summaries and write them into matching Obsi…
— ○ ⏳ — N/A N/A — — —
55163
JoeMoCode
Enables Claude to search and retrieve Magic: The Gathering card details, prices…
— ○ ⏳ — — — — — —
55164
auto-duan
strudel-mcp Claim
Provides Strudel reference documentation as MCP tools for AI coding assistants,…
— ○ ⏳ — N/A N/A — — —
55165
ranapratapmajee
A production-grade MCP server that provides a centralized microservice toolkit …
— ○ ⏳ — — — — — —
55166
SekiroKenjii
A production-grade TypeScript starter for building Model Context Protocol serve…
— ○ ⏳ — — — — — —
55167
avhrst
A REST API server implementation for message handling with Oracle Database inte…
— ○ ⏳ — — — — 81 —
55168
oyemecarnal
The most capable Monarch Money MCP server, merging the best features from all k…
— ○ ⏳ — — — — — —
55169
draygen
aion-mcp Claim
An MCP server that provides a set of tools for driving the AION AI assistant st…
— ○ ⏳ — N/A N/A — — —
55170
Cognitohazard
ltspice-mcp Claim
An MCP server that connects LLM assistants to real circuit simulation: LTspice …
— ○ ⏳ — N/A N/A — — —
55171
mickaelxd
Wraps the Transkriptor developer API to transcribe audio, video, public URLs, a…
— ○ ⏳ — N/A N/A — — —
55172
memextech
Enables AI assistants to programmatically control interactive terminal applicat…
— ○ ⏳ — N/A N/A — — —
55173
ujjwalredd
Read-only MCP server for querying H-1B sponsoring employers from the USCIS data…
— ○ ⏳ — N/A N/A — — —
55174
j84077200345-dotcom
Enables querying enterprise documents (DOCX, PDF, PPTX) using natural language,…
— ○ ⏳ — — — — — —
55175
TG-Techie
Sends native macOS push notifications via a single MCP tool, using osascript fo…
— ○ ⏳ — N/A N/A — — —
55176
rosskukulinski
A headless MCP server that reads and writes OmniFocus data by directly communic…
— ○ ⏳ — — — — — —
55177
deivit24
A learning project that wraps a FastAPI app with endpoints for random facts and…
— ○ ⏳ — — — — — —
55178
Topolo98
Enables natural language interaction with Power BI Desktop via MCP, allowing DA…
— ○ ⏳ — N/A N/A — — —
55179
meghavarshinikuamreshan
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
— ○ ⏳ — — — — — —
55180
pwno-io
An MCP server and CLI that uses Tree-sitter to parse and analyze code.
— ○ ⏳ — N/A N/A — — —
55181
BELIEVE-IT-GROUP
Connects Claude to marketing intelligence, enabling brand scanning, content gen…
— ○ ⏳ — — — — — —
55182
Heretek-RE
MCP server for REST API reverse engineering from HTTP traffic captures, wrappin…
— ○ ⏳ — N/A N/A — — —
55183
brothaakhee
An MCP server that lets AI agents hire humans to complete real-world missions —…
— ○ ⏳ — N/A N/A — — —
55184
MiyaSHs
A remote MCP connector deployed as a Cloudflare Worker that gives Claude access…
— ○ ⏳ — — — — — —
55185
randunun-eng
A local, human-paced MCP server for sourcing products on Taobao/Tmall, extracti…
— ○ ⏳ — N/A N/A — — —
55186
alpernae
Enables MCP clients like Claude and Codex to interact with HackerOne's API to l…
— ○ ⏳ — — — — — —
55187
guillaume.beauverd
candiceai Claim
— ○ ⏳ — N/A N/A — 95 —
55188
y0mulab
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
— ○ ⏳ — — — — — —
55189
psam-717
MCP server for psamvault — lets AI agents use your stored credentials without e…
— ○ ⏳ — N/A N/A — — —
55190
cwdshaun
Full-featured MCP connector for Odoo ERP via XML-RPC, enabling natural language…
— ○ ⏳ — — — — — —
55191
Floryvibla
An example MCP server using mcp-handler to integrate MCP tools, prompts, and re…
— ○ ⏳ — — — — — —
55192
josh-sea
airspeed-mcp Claim
Remote MCP server that exposes Airspeed/Glyphic call data to Claude web, enabli…
— ○ ⏳ — — — — — —
55193
nisioka
A household knowledge base MCP server that stores family information like warra…
— ○ ⏳ — N/A N/A — — —
55194
gtrias
Enables AI assistants to manage i18next translation files, including adding key…
— ○ ⏳ — N/A N/A — — —
55195
cclawton
music21-mcp Claim
Exposes 16 music21 MIDI analysis and editing tools to AI agents, enabling them …
— ○ ⏳ — N/A N/A — — —
55196
wjd0ha
Analyzes government support program announcements and business profiles to dete…
— ○ ⏳ — — — — — —
55197
colecantu904
virtuous-mcp Claim
An MCP server that enables AI assistants to interact with Virtuous CRM+ through…
— ○ ⏳ — — — — — —
55198
renderdraw
Lens Claim
MCP server for visual feedback, video direction, and QA assertions on web pages…
— ○ ⏳ — N/A N/A — — —
55199
thanakon228
VoxelForge Claim
A voxel editor with MCP bridge enabling AI agents to create and edit 3D models,…
— ○ ⏳ — N/A N/A — — —
55200
Kim-Kyowon
AI-powered dependency vulnerability and breaking change analyzer that scans dep…
— ○ ⏳ — N/A N/A — — —
Showing 55151–55200 of 69135 servers