MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67801
Floryvibla
An example MCP server using mcp-handler to integrate MCP tools, prompts, and re…
— ○ ⏳ — — — — — —
67802
josh-sea
airspeed-mcp Claim
Remote MCP server that exposes Airspeed/Glyphic call data to Claude web, enabli…
— ○ ⏳ — — — — — —
67803
junter1989k-ai
Denmark Peppol/NemHandel e-invoices for AI agents: send, check recipient, get d…
— ○ ⏳ — — — — — —
67804
y0mulab
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
— ○ ⏳ — — — — — —
67805
nisioka
A household knowledge base MCP server that stores family information like warra…
— ○ ⏳ — N/A N/A — — —
67806
cyanheads
Search Wikipedia, read summaries and full text, target sections, find nearby pa…
— ○ ⏳ — N/A N/A — — —
67807
emitategh
Discovr Claim
AI-powered candidate profiles for foreign professionals in Spain and Europe.
— ○ ⏳ — — — — — —
67808
cclawton
music21-mcp Claim
Exposes 16 music21 MIDI analysis and editing tools to AI agents, enabling them …
— ○ ⏳ — N/A N/A — — —
67809
wjd0ha
Analyzes government support program announcements and business profiles to dete…
— ○ ⏳ — — — — — —
67810
colecantu904
virtuous-mcp Claim
An MCP server that enables AI assistants to interact with Virtuous CRM+ through…
— ○ ⏳ — — — — — —
67811
3121n
udir-mcp Claim
Norwegian school (NSR) & kindergarten (NBR) registry data from UDIR.
— ○ ⏳ — N/A N/A — — —
67812
gtrias
Enables AI assistants to manage i18next translation files, including adding key…
— ○ ⏳ — N/A N/A — — —
67813
birthday-tools
edgarmcp Claim
Clean, normalized SEC EDGAR / FRED / ETF / index data for AI agents.
— ○ ⏳ — N/A N/A — — —
67814
renderdraw
Lens Claim
MCP server for visual feedback, video direction, and QA assertions on web pages…
— ○ ⏳ — N/A N/A — — —
67815
thanakon228
VoxelForge Claim
A voxel editor with MCP bridge enabling AI agents to create and edit 3D models,…
— ○ ⏳ — N/A N/A — — —
67816
Kim-Kyowon
AI-powered dependency vulnerability and breaking change analyzer that scans dep…
— ○ ⏳ — N/A N/A — — —
67817
runotwo
MCP server for Mattermost with 19 tools to manage channels, messages, search, d…
— ○ ⏳ — N/A N/A — — —
67818
avicuna
Enables Claude to capture screenshots, watch your screen in real-time, read tex…
— ○ ⏳ — N/A N/A — — —
67819
sanchorelaxo
Provides access to Ontario open government data through the CKAN API, enabling …
— ○ ⏳ — N/A N/A — — —
67820
Loveacup
Enables AI agents to analyze images, extract text, compare images, and analyze …
— ○ ⏳ — N/A N/A — — —
67821
botdojo-ai
Enables browser automation (navigation, screenshots, clicking, typing) and AI i…
— ○ ⏳ — N/A N/A — — —
67822
hyeonseo2
MCP server that provides tools to query Korean financial products (savings, dep…
— ○ ⏳ — — — — — —
67823
InvariantHoldings
Enables interactive Agda proof development via MCP, allowing clients to persist…
— ○ ⏳ — N/A N/A — — —
67824
mattbotcode
An MCP server that treats Obsidian vaults as knowledge graphs, enabling AI agen…
— ○ ⏳ — N/A N/A — — —
67825
akrowczyk
Enables AI assistants to control and monitor Tesla vehicles via natural languag…
— ○ ⏳ — — — — — —
67826
cizar
A generic task manager (like Monday, Jira, Trello) with MCP as its only interfa…
— ○ ⏳ — — — — — —
67827
mandalazenwave
fillin Claim
— ○ ⏳ — — — — 81 —
67828
SLAtech-IL
mediora-mcp Claim
Doctor-reviewed blood-test markers, conditions & symptoms as agent tools. EN/RU…
— ○ ⏳ — — — — — —
67829 — ○ ⏳ — N/A N/A — 95 —
67830
ko-syun
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
— ○ ⏳ — — — — 81 —
67831
huangmy157
shopify Claim
— ○ ⏳ — N/A N/A — 95 —
67832
fufufukakaka
A high-precision damage calculator for Pokemon Scarlet and Violet, supporting 1…
— ○ ⏳ — N/A N/A — — —
67833
ankit-jhajhria
MCP server to start, monitor, search, and detect errors in logs from any projec…
— ○ ⏳ — N/A N/A — — —
67834
Kisyntra
Local zero-trust permission gateway for AI agents. Enforces policy-based tool a…
— ○ ⏳ — N/A N/A — — —
67835
edgarfloresguerra2011-a11y
8,582 MCP servers certified with 3-layer Sentinel security audit
— ○ ⏳ — — — — — —
67836
holger1411
A lean Model Context Protocol (MCP) server that gives AI assistants like Claude…
— ○ ⏳ — — — — — —
67837
oilandgas
BasinVault Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
— ○ ⏳ — — — — 81 —
67838
hnbc6667777
Enables searching Hoogle, the Haskell documentation search engine, for packages…
— ○ ⏳ — — — — — —
67839
spark1security
n0s1-mcp Claim
Enables AI assistants to scan multiple services and local filesystems for leake…
— ○ ⏳ — — — — — —
67840
LionelHao
MCP server for PromptHub. Enables publishing, fetching, listing, updating, and …
— ○ ⏳ — — — — — —
67841
Grayhood144
An MCP server that enables AI coding tools to save, list, and read code snippet…
— ○ ⏳ — N/A N/A — — —
67842
AusertDream
Enables web search using Bing and DuckDuckGo combined, and fetching readable co…
— ○ ⏳ — — — — — —
67843
NvmToxic
Extends large language model context length up to 60 times using gravitational …
— ○ ⏳ — N/A N/A — — —
67844
ry-ops
Enables managing your Starlink terminal fleet through Claude AI using the Starl…
— ○ ⏳ — — — — — —
67845
dynmie
MCP server for querying 4chan archives (Desuarchive, 4plebs, b4k, archived.moe)…
— ○ ⏳ — N/A N/A — — —
67846
jnguyen-coder
MCP server for searching government tenders from CanadaBuys and SAM.gov with fr…
— ○ ⏳ — — — — — —
67847
deficlow
Search 6,500+ curated AI applications from the HyperStore directory. 8 tools (k…
— ○ ⏳ — — — — — —
67848
thetatoken
Official MCP server for Theta EdgeCloud's On-Demand Model APIs, providing acces…
— ○ ⏳ — — — — — —
67849
Invompt
Invompt MCP Claim
Enables users to interact with Invompt's public invoice API to draft and create…
— ○ ⏳ — — — — 81 —
67850
vishaltorc
Local-first semantic memory layer for MCP agents. Recall, remember, forget, sta…
— ○ ⏳ — N/A N/A — — —
Showing 67801–67850 of 68948 servers