MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49151
gawirable
office-mcp Claim
MCP server for reading, writing, editing, formatting, and exporting Microsoft O…
N/A N/A
49152
mkusaka
MCP server for accessing and managing Linear resources like issues, projects, a…
49153
aitor-alt
pixel-squads Claim 1
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
N/A N/A 83
49154
oli799
An MCP server that provides Lucide icons as SVG, allowing clients to list, sear…
N/A N/A
49155
rozkoduj
Rozkoduj MCP Claim
Provides AI assistants with market screening, analysis, and scoring across stoc…
49156
ntlongctt
Enables interaction with multiple Jira and Confluence workspaces simultaneously…
81
49157
claymore666
ccu-mcp Claim
MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API
N/A N/A
49158
fuhei
MCP server for Fanqie novel author backend, enabling multi-novel management, re…
49159
DealMachine
DealMachine Claim
Search and enrich US property, owner, people, and company data for sales and le…
49160
klamdo
Generate identity-locked 4K images and 5-second vertical videos from a single r…
81
49161
GuilhermeTavares13
Enables interactive chat with AI models via Anthropic API, supporting document …
N/A N/A
49162
daleweaver1981
cockpit-mcp Claim
40 AI prompts + self-hosted ops dashboard for homelab and small-team sysadmins
N/A N/A
49163
GitRegret
Provides MCP tools to read, search, create, append, and delete iCloud Notes by …
49164
adiIspas
transcribe Claim
Transcribe audio & video to text for AI agents: 100+ languages, speaker labels,…
49165
Moin105
karst Claim
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
N/A N/A
49166
ceeyang
MCP server for Zentao that reads bugs, extracts reproduction steps, and allows …
49167
slookisen
MCP server for Opplevagent — discover Norwegian experiences and activities such…
49168
QianjieTech
A universal MCP server that enables any MCP-compatible agent to use Anthropic's…
N/A N/A
49169
amalinakurniasari
Conduit Claim
Enables AI agents to interact with Figma in real-time through a WebSocket conne…
N/A N/A 95
49170 N/A N/A 95
49171
tomtapia
Provides comprehensive access to AWS Trusted Advisor checks and recommendations…
49172
LeonRLewis
proxmox-mcp Claim
MCP server for Proxmox VE that enables AI assistants to inspect and manage LXC …
49173
Badajoz95
Enables Claude to classify audio across 7,000+ sound classes, including bird sp…
49174
KratosUAE
Enables AI assistants to monitor, analyze, and configure OWASP ModSecurity CRS …
N/A N/A
49175
Rishav0123
Sentimatix Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
49176
ndigrazia
Dynamically exposes over 100 Jira Software Cloud REST API operations as fully t…
49177
almir.kvakic
test Claim
N/A N/A 95
49178 N/A N/A 95
49179
ShaikHafiz-1
Integrates healthcare data from multiple sources (HL7 v2, FHIR, DICOM, device t…
49180
MarkovianProtocol
provenance Claim
Stamp any data to the Markovian chain for a verifiable provenance receipt. Prov…
49181
odanree
infra-mcp Claim
MCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote …
49182
Ishaan24687
Connects Claude Desktop to a healthcare claims database for natural-language an…
N/A N/A
49183
stigenai
A unified Docker container that runs Qdrant vector database and provides REST A…
49184
emmanueltsallis
econ-r-mcp Claim
econ-r-mcp is a local MCP server plus companion skill for reproducible applied …
N/A N/A
49185
clauxel
A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage l…
49186
thebrownproject
Enables AI agents to ingest documents, generate embeddings, and perform semanti…
N/A N/A
49187
MakarGlavanar
Enables AI coding agents to read and write WEEEK projects, boards, tasks, and c…
49188
dwightpeaster
A local-first MCP server that routes Littlebird daily context into structured O…
N/A N/A
49189
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
81
49190
chrischall
ioffice-mcp Claim
iOffice workspace management for Claude — book rooms, manage visitors, maintena…
N/A N/A
49191
dtz-labs
zesarux-mcp Claim
Controls the ZEsarUX ZX Spectrum emulator via ZRCP protocol for debugging, memo…
N/A N/A
49192
MissingLinkz
MissingLinkz Claim
Campaign link builder & pre-launch validator. Builds UTM links, validates desti…
N/A N/A 95
49193
TanvirIslam-BD
Enables secure file system operations (read, write, delete) and simulated comma…
N/A N/A
49194
MaoBui2907
tuvi-mcp Claim 1
MCP server for Vietnamese fortune-telling based on lunar calendar, providing bi…
81
49195
dougdaley
Enables natural language interaction with Microsoft Dynamics 365 Finance & Oper…
N/A N/A
49196
franlealp1
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
N/A N/A 95
49197
sanscdm
A FastMCP server for Bitbucket Cloud REST API that enables listing repositories…
N/A N/A
49198
daismond
Integrates with Google Tasks to allow listing, reading, searching, creating, up…
N/A N/A
49199
Simonoob
neovim-mcp Claim
Enables AI agents to navigate code using Neovim's LSP and Treesitter features, …
N/A N/A
49200
forgemeshlabs
Vendor-neutral MCP server that discovers, routes, and attributes revenue across…
N/A N/A
Showing 49151–49200 of 67226 servers
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