MCP Server Quality Scores

Independent quality analysis of 69468 public MCP servers

69468
Discovered
→
34112
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34601
sabbour
Exposes Agentweaver runs and outcomes as MCP tools for Claude Desktop and compa…
— ○ ⏳ — — — — — —
34602
kelvincushman
Exposes a multi-model council (panel-judge-synthesizer) and a build/check loop …
— ○ ⏳ — N/A N/A — — —
34603
cardinalblue
Manages AI prompts stored in Notion databases, enabling search, retrieval, and …
— ○ ⏳ — — — — — —
34604
jhstatewide
An MCP server that wraps the steel-dev API to enable AI agents to visit website…
— ○ ⏳ — — — — — —
34605
jakekeeys
A Model Context Protocol server that enables AI assistants to control and query…
— ○ ⏳ — N/A N/A — — —
34606
maoxin1234
Enables AI clients to directly read and write Excel files, including reading st…
— ○ ⏳ — N/A N/A — — —
34607
ged-pawel
An MCP server for construction tools that calculates wall formwork material tak…
— ○ ⏳ — — — — — —
34608
sanyam-jain-simform
A local-only MCP server that exposes git repository history, diffs, and status …
— ○ ⏳ — N/A N/A — — —
34609
DeeNihl
Enables semantic search and retrieval of bookmarked URLs content using vector e…
— ○ ⏳ — N/A N/A — — —
34610
jhsementes
Enables interaction with SAP Business One Service Layer through MCP, providing …
— ○ ⏳ — — — — — —
34611
doudoufu
Enables parsing, analysis, and export of power measurement data from Monsoon Po…
— ○ ⏳ — N/A N/A — — —
34612
son1kkesp
Enables AI-powered invoice analysis and reasoning: given invoice fields, it det…
— ○ ⏳ — N/A N/A — — —
34613
tomfunk
A self-hosted, read-only Slack MCP server that runs locally and provides read-o…
— ○ ⏳ — N/A N/A — — —
34614
lexsocket
Enables search and analysis of European public procurement tenders, including E…
— ○ ⏳ — — — — — —
34615
mikegaruccio
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
— ○ ⏳ — N/A N/A — 95 —
34616
xiaobenyang-com
Look up word meanings fast. Get clear definitions and common usage to support r…
— ○ ⏳ — N/A N/A — 95 —
34617
IronAdamant
trammel Claim
AI task planner for coding assistants that breaks goals into ordered steps, ver…
— ○ ⏳ — N/A N/A — — —
34618
clay-good
Sophie Well Claim
Always free healthcare utilities.
— ○ ⏳ — N/A N/A — — —
34619
NTinfinitumnihil
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
— ○ ⏳ — — — — — —
34620
winLee1118
A local MCP service for safely preparing, validating, and executing multi-platf…
— ○ ⏳ — N/A N/A — — —
34621
defibabylon
Trace Claim
An MCP server that transforms Claude into an honest CV co-pilot, mechanically v…
— ○ ⏳ — N/A N/A — — —
34622
miningyu
An MCP server that connects AI agents to Scouter APM, enabling natural-language…
— ○ ⏳ — N/A N/A — — —
34623
jamiew
An MCP server that gives an assistant access to the SoundCloud API — search and…
— ○ ⏳ — N/A N/A — — —
34624
priyanshum143
mcp-ffmpeg Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
— ○ ⏳ — N/A N/A — — —
34625
noah-wardlow
lerobot-mcp Claim
Typed MCP server for Hugging Face LeRobot workflows. Provides a structured, aud…
— ○ ⏳ — N/A N/A — — —
34626
myat-kyaw-thu
mcp-connect Claim
A dead simple MCP server for exposing your app functions to AI agents like Clau…
— ○ ⏳ — N/A N/A — — —
34627
codebymov
CarlaMCP Claim
Enables natural language-driven creation and execution of autonomous-vehicle sc…
— ○ ⏳ — N/A N/A — — —
34628
ikari-software
Fibaro MCP Claim
Enables control of Fibaro Home Center devices, scenes, variables, and system ad…
— ○ ⏳ — — — — — —
34629
dimaanj
MCP server for Cursor that generates text responses via Yandex GPT and converts…
— ○ ⏳ — N/A N/A — — —
34630
Jorgelaw
Enables Obsidian vault to act as an MCP server for Claude and as an MCP client …
— ○ ⏳ — N/A N/A — — —
34631
pipeworx-io
dbnomics Claim
Enables querying economic statistics from over 80 providers via DBnomics, with …
— ○ ⏳ — — — — — —
34632
molpass
dangsaju-mcp Claim
Calculates Korean traditional Dangsaju 12 stars based on birth date and time, r…
— ○ ⏳ — N/A N/A — — —
34633
Priyansiuu
A Python template for creating MCP servers with embedded documentation, featuri…
— ○ ⏳ — — — — — —
34634
khaleddsmksa
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
— ○ ⏳ — — — — — —
34635
crude-code
An oil & gas data-analytics MCP server that enables guarded SQL queries, well v…
— ○ ⏳ — — — — — —
34636
mantrakp04
Local development bridge between TanStack Devtools and MCP-capable coding agent…
— ○ ⏳ — N/A N/A — — —
34637
rhayalcantara
Enables FTP file operations such as upload, download, list, and delete directly…
— ○ ⏳ — N/A N/A — — —
34638
jacob-hartmann
MCP server for the Kinsta WordPress hosting platform, enabling AI assistants to…
— ○ ⏳ — — — — — —
34639
ReadySMS
Enables sending SMS messages, managing contacts, campaigns, and inbox from AI a…
— ○ ⏳ — N/A N/A — — —
34640
abdul-hamid-achik
codemap Claim
MCP server for local-first code intelligence, providing structural code graph, …
— ○ ⏳ — N/A N/A — — —
34641
Koreahwan
wraith-mcp Claim
An AI-native stealth browser MCP server that uses AI vision navigation and bot …
— ○ ⏳ — — — — — —
34642
notpaulb
Privacy-first audio intelligence: BPM, key, waveform. Audio never stored. Pay p…
— ○ ⏳ — — — — — —
34643
u9401066
Enables medication reference workflows including drug search, dosing calculatio…
— ○ ⏳ — — — — — —
34644
EmiyaKatuz
Transcribe and understand local audio/video with CrispASR and local models only.
— ○ ⏳ — N/A N/A — — —
34645
Aldrin-Joan
paperstack Claim
Enables arXiv paper search, PDF download, text extraction, and context chunking…
— ○ ⏳ — N/A N/A — — —
34646
wildmin
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
— ○ ⏳ — — — — — —
34647
LeoSole423
Enables AI assistants to locally process images with tools for cropping, zoomin…
— ○ ⏳ — N/A N/A — — —
34648
scoringengine
Provides programmatic access to all Scoring Engine API functionality for managi…
— ○ ⏳ — — — — — —
34649
toolprint
superego-mcp Claim
Superego MCP is an intelligent tool-call review system for AI agents that provi…
— ○ ⏳ — — — — — —
34650
xsg22
MCP server that connects AI agents to MySQL databases for schema exploration, d…
— ○ ⏳ — — — — — —
Showing 34601–34650 of 69468 servers
« Prev 1 … 691 692 693 694 695 … 1390 Next »