MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55101
kayacancode
Controls Reachy Mini robot, enabling movement of head, body, and antennas, play…
N/A N/A
55102
lucas-denzer
n8n-mcp Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
55103
7Majesty-M
Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
N/A N/A
55104
greg0r1
Enables Claude Desktop to manage your LinkedIn profile and company pages, inclu…
N/A N/A
55105
turbot
tailpipe-mcp Claim
Connects AI assistants to cloud and SaaS logs via Tailpipe, enabling natural la…
N/A N/A
55106
blockchainacademics
mcp Claim
Crypto MCP — 99 tools across news, market, on-chain, sentiment, indicators, age…
N/A N/A
55107
goofypluto999
pairwave Claim
Enables two Claude Code sessions to connect over an end-to-end encrypted channe…
N/A N/A
55108
brief-md
brief-mcp Claim
MCP server for BRIEF.md that captures decisions, constraints, and questions dur…
N/A N/A
55109
shivamsharmxa
Connects Claude.ai to your local Obsidian vault for full CRUD access, search, a…
N/A N/A
55110
questsystems-ai
fal-mcp Claim
Image generation for Claude using every model on fal.ai, inline in conversation…
55111
danntking
A Model Context Protocol (MCP) server that enables AI assistants to perform com…
N/A N/A
55112
Hakureirm
bird-id-mcp Claim
Identifies bird species from images using YOLO detection and ConvNeXt classific…
N/A N/A
55113
thebtf
Unified MCP control plane for AI pull request reviews on GitHub.
N/A N/A
55114
soapboxbuild
nectar-mcp Claim
MCP server for the Nectar Climate utility data API, providing tools to access u…
55115
hoeongj
ssuMCP Claim
숭실대학교의 모든 정보 제공과 자동화 에이전트 기능을 MCP 표준 도구로 제공하는 공개 서버 지속적으로 업데이트 및 기능 추가 중입니다 공…
55116
othos-io
Othos MCP Claim
MCP server for the Othos platform that enables AI agents to manage organization…
55117
zgmurder
An MCP-based intelligent video generation system that automatically adds subtit…
N/A N/A
55118
pipeworx-io
mcp-govinfo Claim
Enables access to full text of US government publications from GovInfo.gov. Int…
55119
TerraCo89
Enables AI agents to interact with Microsoft SQL Server databases via MCP, supp…
55120
Freebeat MCP Claim 1
Freebeat MCP server for AI music videos, effects, and media uploads.
N/A N/A 69
55121
Ahmedaltu
Bridges Claude Code and Claude.ai by exposing project memory files over MCP for…
55122 N/A N/A 95
55123
bigguybobby
Enables Claude Desktop and MCP clients to interact with NEAR blockchain account…
N/A N/A
55124
mk-imagine
canvas-mcp Claim
A teacher-facing MCP server that wraps the Canvas LMS REST API, enabling AI ass…
N/A N/A
55125
piplin-es
Provides a persistent Python REPL session as a tool for executing code, managin…
N/A N/A
55126
gaddario98
react-docs Claim
MCP server providing AI coding assistants with documentation and source code fo…
N/A N/A
55127
memorise8
Enables searching corporate disclosures from Korea's DART system, including com…
55128
MRWillisT
PullNexus Claim
GitHub-backed registry and CLI for local AI resources. Search, pull, and submit…
55129
macgaf
Provides tools to query Elasticsearch indices, retrieve mappings, execute searc…
55130
buitanphat247
MCP Server Claim
Node.js MCP server for ChatGPT with OAuth 2.0 authorization code flow + PKCE, r…
55131
gscalzo
A Model Context Protocol server that enables querying Stack Overflow for progra…
55132
zral
Provides weather forecast tools via the Model Context Protocol, enabling users …
55133
davinoishi
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
N/A N/A
55134
andrew-price-huron
A local MCP server that gives Claude direct access to Workday Studio workspace.…
N/A N/A
55135
amattu2
Integrates Jira tickets with GitHub Copilot Chat, fetching ticket details, link…
55136
valente5000
bravelabs Claim
N/A N/A 95
55137
ahmedelshazly27
Connects Claude AI with EPRI's OpenDSS power system simulator, enabling convers…
N/A N/A
55138
lotharschulz
A simple MCP server that integrates Rust functions via WebAssembly, enabling op…
N/A N/A
55139
OneAtDrt
Provides a REST API and MCP server to interact with Bitrix24 CRM, enabling CRUD…
N/A N/A
55140
getvexi
Enables MCP clients to search and retrieve structured business data from the Ve…
55141
Chillwind132
Remote Linux operations via SSH, exposed as an MCP server, with tools for files…
55142
Trace186
Enables managing a parametric CLI command registry with profile isolation and p…
N/A N/A
55143
312-dev
sophtron-mcp Claim
Query bank accounts, credit cards, and transactions via Sophtron's financial da…
N/A N/A
55144
jaceryan5150
Bridges ConnectWise PSA and TD Synnex StreamOne distributor into composite sale…
55145
dannybombastic
Manages .ai/ workspace folder, syncs assets with a cloud service, and generates…
55146
Halpph
Enables LLMs to access and analyze Italian statistical data from ISTAT via natu…
55147
markswendsen-code
mcp-nextdoor Claim
An MCP server for Nextdoor that automates neighborhood feed browsing, marketpla…
N/A N/A
55148
vicquick
nobrainr Claim
Self-hosted memory service that gives AI agents persistent, searchable memory a…
55149
webkoth
Enables management of Timeweb Cloud resources including servers, databases, Kub…
N/A N/A
55150
silmun15
MCP-Grounded Claim
Multi-agent pipeline for medical image classification with verification-aware a…
N/A N/A
Showing 55101–55150 of 57357 servers