MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59701 — ○ ⏳ — N/A N/A — 95 —
59702
iuk-ink
Provides Binance futures market data, trading capabilities, and technical indic…
— ○ ⏳ — — — — — —
59703
LePomas
Exposes personal Garmin Connect data to MCP-capable clients like Claude and Gem…
— ○ ⏳ — — — — — —
59704
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
— ○ ⏳ — — — — 81 —
59705
microhenrio
Debug microcontrollers directly from Claude. This is an MCP server that drives …
— ○ ⏳ — N/A N/A — — —
59706
abhishekrai43
VulScan-MCP Claim
MCP server that scans project dependencies for security vulnerabilities (CVEs) …
— ○ ⏳ — N/A N/A — — —
59707
cgmorah
Enables managing Cloudways servers, applications, backups, SSL, environment var…
— ○ ⏳ — — — — — —
59708
a2395663320
abc Claim
— ○ ⏳ — N/A N/A — 95 —
59709
bd01010
A ChatGPT custom connector that enables users to access, create, and manage Goo…
— ○ ⏳ — — — — 81 —
59710
goshippo
Shippo Claim
Multi-carrier shipping for AI agents: compare rates, buy labels, track packages…
— ○ ⏳ — — — — — —
59711
jovezhong
mcp-timeplus Claim 1
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka…
— ○ ⏳ — — — — 81 —
59712
OpenCodice-Research
MCP server for searching and retrieving submissions, reviews, meta-reviews, reb…
— ○ ⏳ — — — — — —
59713
Sharan-cypto
A minimal MCP server with three toy tools (add, echo, current_time) for learnin…
— ○ ⏳ — — — — — —
59714
timetoady
my-voice-mcp Claim
A local-first MCP server that builds compact voice profiles from writing sample…
— ○ ⏳ — — — — — —
59715
pduggusa
Local STDIO MCP for DugganUSA threat intel. 1.13M IOCs. Read-only. npm: dugganu…
— ○ ⏳ — N/A N/A — — —
59716
equinixfabric
Equinix Fabric MCP Server is an AI-powered interface that enables customers to …
— ○ ⏳ — N/A N/A — 95 —
59717
Anbus2011
Enables searching and retrieving product information from DigiKey's API, includ…
— ○ ⏳ — N/A N/A — 95 —
59718
axel-belfort
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
— ○ ⏳ — — — — 81 —
59719
acampkin95
SERVER-MCP Claim
On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…
— ○ ⏳ — N/A N/A — 95 —
59720
bina165
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
— ○ ⏳ — N/A N/A — — —
59721
RimeetMavani
Enables asking natural language weather questions; an LLM agent selects the app…
— ○ ⏳ — — — — — —
59722
timothybroome
Enables to manage notes and collections in Fastidious AI application through na…
— ○ ⏳ — N/A N/A — — —
59723
dwhite-sys
SimpleMCP Claim
A lightweight MCP server that auto-discovers tool kits, enabling tools like SQL…
— ○ ⏳ — — — — — —
59724
harelrech
c2pa-mcp Claim
Verifies C2PA Content Credentials for local files or URLs and returns an LLM-re…
— ○ ⏳ — N/A N/A — — —
59725
supersterling
An MCP server that enables AI agents to create beautiful ASCII diagrams using U…
— ○ ⏳ — — — — — —
59726
sunlover7
AgentLinkOps Claim
Backlink monitoring with dated fetch evidence; checks and change events continu…
— ○ ⏳ — — — — — —
59727
GeekMai90
Agent-friendly CLI and MCP server for TickTick and Dida365 task management APIs…
— ○ ⏳ — — — — — —
59728
dan-0526
Aggregates GitHub, GitLab, and Figma development tools via MCP, enabling file a…
— ○ ⏳ — N/A N/A — — —
59729
Mr365truck
Enables LLMs to securely SSH into remote servers, execute commands, and manage …
— ○ ⏳ — N/A N/A — — —
59730
PiMPStudios
An MCP server that connects Claude Desktop to an interactive Claude Code sessio…
— ○ ⏳ — N/A N/A — — —
59731
daveosterjr
Enables AI assistants to create, design, and send physical postcards directly t…
— ○ ⏳ — — — — 81 —
59732
aakashns
Provide comprehensive due diligence support by integrating various data sources…
— ○ ⏳ — N/A N/A — 95 —
59733
chupre
Provides OCR capabilities for images and PDFs using Yandex Vision API. Supports…
— ○ ⏳ — — — — — —
59734
ilyannn
Enables Claude Desktop to manage subscriptions, categories, currencies, payment…
— ○ ⏳ — N/A N/A — — —
59735
dennisimoo
Provides AI assistants with access to neobrutalism-styled React components, ena…
— ○ ⏳ — — — — — —
59736
syaryn
mcp-jp-fts Claim
Enables Japanese full-text search on local text files using SQLite FTS5 and Sud…
— ○ ⏳ — N/A N/A — — —
59737
CSOAI-ORG
Software Bill of Materials generation + validation in CycloneDX 1.6 and SPDX 2.…
— ○ ⏳ — N/A N/A — — —
59738
BabyBlackEyes2023
Enables Claude and other MCP clients to access Oura Ring data, including daily …
— ○ ⏳ — — — — — —
59739
rnadjqaim
Enables security teams to run controlled adversarial penetration tests against …
— ○ ⏳ — N/A N/A — — —
59740
veecle
Chiplab Claim
Run, build, and validate firmware on virtual hardware from your AI agent. Hardw…
— ○ ⏳ — — — — — —
59741
Tasfiul-Hedayet
mcp-checker1 Claim
— ○ ⏳ — N/A N/A — 95 —
59742
fufufukakaka
A high-precision damage calculator for Pokemon Scarlet and Violet, supporting 1…
— ○ ⏳ — N/A N/A — — —
59743
birthday-tools
edgarmcp Claim
Clean, normalized SEC EDGAR / FRED / ETF / index data for AI agents.
— ○ ⏳ — N/A N/A — — —
59744
3121n
udir-mcp Claim
Norwegian school (NSR) & kindergarten (NBR) registry data from UDIR.
— ○ ⏳ — N/A N/A — — —
59745
Whitening-Sinabro
Enables Korean keyword niche analysis using Naver SearchAd API data for CPC, co…
— ○ ⏳ — N/A N/A — — —
59746
Ziforge
phase8-mcp Claim
MCP server for the Korg Phase 8 acoustic synthesizer that enables triggering re…
— ○ ⏳ — N/A N/A — — —
59747
rstierli
Enables AI assistants to interact with FortiManager for centralized firewall po…
— ○ ⏳ — — — — — —
59748
Gabrielbief
suno-mcp Claim
Enables AI music generation via Suno AI, allowing users to generate tracks with…
— ○ ⏳ — N/A N/A — 95 —
59749
Saml1211
A production-ready MCP server that connects AI assistants to the D-Tools System…
— ○ ⏳ — N/A N/A — — —
59750
Sayali467
Enables interaction with Gmail and Google Docs via MCP, including email search,…
— ○ ⏳ — — — — 81 —
Showing 59701–59750 of 69093 servers