MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48151
danielrosehill
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
N/A N/A
48152
calllint
calllint Claim
Static preflight safety gate for MCP servers — scan configs before you run them…
N/A N/A
48153
vaporif
wezterm-mcp Claim
Enables programmatic control of the WezTerm terminal emulator through the Model…
N/A N/A 95
48154
print-yuhuan
A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling cl…
48155
q2a3z4w
Enables AI agents to control MoviePilot through the MCP protocol for managing s…
N/A N/A
48156
oktopeak
filevine-mcp Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
N/A N/A
48157
div0ky
Oreo Pudding Claim
Enables LLM clients to interact with Apple Calendar (iCloud) via CalDAV, suppor…
48158
cyanheads
EPA data: ECHO facility compliance, TRI releases, Superfund, drinking water, an…
N/A N/A
48159
SunFlash12
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
48160
Leevandr
MCP server for searching an archive of Solana developer Telegram chats. Enables…
48161
musabz360
Provide real-time weather data and forecasts to your applications. Enable agent…
N/A N/A 95
48162
test-center-ai
Enables AI agents to perform offline cybersecurity research and penetration tes…
N/A N/A
48163
nagendramishr
Enables AI assistants to search, query, and manage Azure AI Search indexes usin…
N/A N/A
48164
jadhaj
Automates backporting upstream Ironic changes across OpenShift release branches…
48165
nathanro
nra-20i-mcp Claim
N/A N/A 95
48166
1250750
Provides full-text search and context retrieval from university course material…
N/A N/A
48167
thaimtl
Enables Claude to analyze the song you're currently playing on Spotify by looki…
N/A N/A
48168
FedericoSRT
clickup Claim
N/A N/A 95
48169
Akhilucky
Multi-agent LLM security layer detecting prompt injection and jailbreaks.
N/A N/A
48170
simplypixi
MCP for BugBug API, to manage test and suites on BugBug
81
48171
apaleo
Apaleo Claim
Manage hotels via the apaleo PMS API: reservations, folios, invoices, rates and…
48172 N/A N/A 95
48173
ollo12-prog
Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live…
48174
AlbertHuangKSFO
A Model Context Protocol (MCP) server for Chinese traditional calendar function…
48175
getbraincloud
Helper for brainCloud MCP that gives it local file access, enabling easy git sy…
N/A N/A
48176
dyy-fq
mcp-proxy Claim
Bridges LLM clients with existing RESTful microservices by converting MCP tool …
48177
MCP-Mirror
Provides access to Whissle AI services for speech-to-text, speaker diarization,…
81
48178
iwamot
Enables to present PDF slides with live bullet comments from audience, and to f…
N/A N/A
48179
obviyus
ynab-mcp Claim
A Model Context Protocol server that enables Claude to interact with YNAB budge…
48180
davisdiehl
Enables browser automation and debugging through the Riddle API, including taki…
81
48181
AIops-tools
Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.
N/A N/A
48182
SamurAIGPT
Muapi Claim
Access 400+ generative AI models directly from your AI assistant — generate ima…
48183
cheatbased
MCP server for ReceiptConverter that allows AI assistants to parse any receipt …
48184
pipeworx-io
mcp-dbpedia Claim
Enables querying DBpedia's structured knowledge graph using SPARQL and lookup t…
48185
ACSGenUI
A configurable MCP server that enables creating custom analysis tools through J…
N/A N/A
48186
josemvelez
Essential European data validation and formatting tools for AI agents. Validate…
81
48187
yuki777
MCP server for Signal Sciences (Fastly NGWAF) API, providing progressive disclo…
48188
inavi-systems
inavi-mcp Claim
An MCP server for the iNavi Maps API that gives AI assistants iNavi Maps API sp…
48189
cmanohar
mcp-edgar Claim
Enables LLMs to access SEC EDGAR data: search filings, extract sections, pull s…
48190
Kartaverse
Enables AI assistants to discover, connect to, and control LightWave3D Modeler …
N/A N/A
48191
OR13
Enables searching, paging through, and reading IETF mailing-list archives via I…
48192
Elzehorn
MCP server for VkusVill grocery store, enabling product search, details retriev…
48193
ajgreyling
An MCP server that audits a project for documentation, rules, skills, and knowl…
N/A N/A
48194
Pro0f
DevsContext Claim
DevsContext is an MCP server that provides AI coding agents with synthesized en…
N/A N/A
48195
Tango86
MCP server for querying Lido liquid staking protocol data via The Graph's decen…
48196
clawdbotworker
coinopai-mcp Claim
Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropay…
N/A N/A
48197
SnipMCP
thinchain Claim
MCP server that sanitizes bad broker data and compresses options chains 95% for…
N/A N/A
48198
comprowler
Enables analysis of Prowler security scan results, providing detailed security …
N/A N/A
48199
pete-builds
mcp-phish Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
48200
subtype-space
subspace-api Claim
Stateless MCP server providing tools for weather forecasts and alerts, real-tim…
Showing 48151–48200 of 66518 servers
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