MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68801
Cesar514
scplus-mcp Claim
A local code-intelligence MCP server that provides structural, exact-query, rel…
— ○ ⏳ — N/A N/A — — —
68802
jools333
Enables LLM agents to access BingX cryptocurrency exchange market data and exec…
— ○ ⏳ — — — — — —
68803
omdv
Provides an MCP server for Interactive Brokers trading operations, managing an …
— ○ ⏳ — — — — — —
68804
shuididata
Unlocks comprehensive enterprise data insights, enabling queries on business en…
— ○ ⏳ — — — — — —
68805
kingtousick
Fetches Korean and global financial data (indices, stocks, ETFs, exchange rates…
— ○ ⏳ — N/A N/A — — —
68806
parkavenue9639
jaeger-mcp Claim
Read-only MCP server for querying Jaeger environments from Codex, returning com…
— ○ ⏳ — — — — — —
68807
archcore-ai
cli Claim
Git-native context for AI coding agents — CLI and local MCP server
— ○ ⏳ — N/A N/A — — —
68808
erikzrekz
Enables AI assistants to control a browser for web automation tasks like naviga…
— ○ ⏳ — N/A N/A — — —
68809
olscode
GIM-MCP Claim
An educational interaction management system that uses MCP and Ollama to create…
— ○ ⏳ — N/A N/A — 95 —
68810
bit2beat
bitrix24-mcp Claim
MCP server that connects Claude to Bitrix24 — CRM, tasks, disk, calendar, chat,…
— ○ ⏳ — N/A N/A — — —
68811
yakuphanycl
instinct Claim
Self-learning memory for AI coding agents. Observes tool sequences, user prefer…
— ○ ⏳ — N/A N/A — 95 —
68812
clivejefferies
A minimal, secure MCP server for AI-assisted mobile development, enabling build…
— ○ ⏳ — N/A N/A — — —
68813
trackly-app
trackly-cli Claim
MCP server for job search and application tracking, enabling AI agents to searc…
— ○ ⏳ — — — — — —
68814
yahiaklk
kothar Claim
Context-aware MCP server advisor. Tells you what to install for your specific p…
— ○ ⏳ — N/A N/A — — —
68815
dogeshitmeme
Dogeshit MCP Claim
Enables AI agents to trigger on-chain minting of $SHIT tokens via EIP-7702 dele…
— ○ ⏳ — — — — — —
68816
vistoazul
MCP server that enables AI agents to operate WhatsApp via Visto Azul API: send …
— ○ ⏳ — — — — — —
68817
KlausFreiberufler
MCP server that integrates DevFlow with AI code assistants to enforce structure…
— ○ ⏳ — — — — — —
68818
mindsdb
Enables LLMs to interact with Minds through the Minds SDK, supporting resource …
— ○ ⏳ — — — — — —
68819
tejasayya
SegmentMCP Claim
Transforms natural language queries into SQL for customer segmentation, enablin…
— ○ ⏳ — N/A N/A — — —
68820
matheusgalvao1
Minimal TypeScript MCP server providing real flight and hotel search via SerpAp…
— ○ ⏳ — — — — 81 —
68821
lfylow
An MCP server that lets AI agents review code using language models, supporting…
— ○ ⏳ — N/A N/A — — —
68822
masahirijjz
test Claim
— ○ ⏳ — N/A N/A — 95 —
68823
barrersoftware
Extends GitHub Copilot CLI with community plugins via MCP proxy, enabling plugi…
— ○ ⏳ — N/A N/A — — —
68824
mcpslim
github-slim Claim
Github MCP server optimized for AI assistants — Reduce context window tokens by…
— ○ ⏳ — — — — — —
68825 — ○ ⏳ — N/A N/A — 95 —
68826
kunickiaj
codemem Claim
Persistent memory MCP server that captures coding session context and automatic…
— ○ ⏳ — N/A N/A — — —
68827
anyakors
Enables searching for users, fetching papers, and exporting research data from …
— ○ ⏳ — — — — — —
68828
jagarlamudisrinath
visio-mcp Claim
Drives Microsoft Visio desktop via COM automation to create, style, and layout …
— ○ ⏳ — N/A N/A — — —
68829
trendsmcp
Provides Google Search trend data as an MCP tool, with historical series, growt…
— ○ ⏳ — — — — — —
68830
Herman-Adu
Provides real-time weather, 5-day forecasts, and weather alerts for US states v…
— ○ ⏳ — N/A N/A — — —
68831
TopYappers
Gives AI agents access to the TopYappers API for discovering viral content, tre…
— ○ ⏳ — — — — — —
68832
mattcoatsworth
Enables interaction with the Gorgias helpdesk API, providing tools to manage ti…
— ○ ⏳ — — — — — —
68833
adibirzu
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
— ○ ⏳ — — — — 81 —
68834
Baseline-quebec
Local MCP server that enables voice input to Claude by transcribing microphone …
— ○ ⏳ — N/A N/A — — —
68835
guptaprakhariitr
Drug-drug interaction checker for clinical LLMs, wrapping RxNorm, openFDA, and …
— ○ ⏳ — — — — — —
68836
bhayanak
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
— ○ ⏳ — — — — — —
68837
wookat
HonestQR Claim
Generate static QR codes (URL, WiFi, vCard, pixel art) and decode QR images. Co…
— ○ ⏳ — — — — — —
68838
alvarolloret
Read-only MCP server for Pipedrive that provides a digest-ready sales queue wit…
— ○ ⏳ — N/A N/A — — —
68839
goldct
Provides access to a curated database of over 1,500 MCP tools with quality scor…
— ○ ⏳ — — — — 81 —
68840
CreedLab
Provides persistent memory, reasoning engine, agent-to-agent sharing, and immut…
— ○ ⏳ — — — — — —
68841
igtm
launchd-mcp Claim
Manage macOS launchd jobs from MCP tools with support for Python-script tasks, …
— ○ ⏳ — N/A N/A — 95 —
68842
bnbhat
Read-only MCP server that exposes Launchpad bug-tracking data for a single proj…
— ○ ⏳ — — — — — —
68843
delneg
Read-only catalog of gift cards, service top-ups and travel eSIMs sold by Blink…
— ○ ⏳ — — — — 67 —
68844
mtuska
Enables Claude to interact with HacknPlan project management via the MCP protoc…
— ○ ⏳ — — — — — —
68845
johnisanerd
Enables searching and retrieving structured data from the RapidAPI marketplace,…
— ○ ⏳ — — — — — —
68846
nathanolds22
Enables Claude to interact with ServiceNow instances through the ServiceNow API…
— ○ ⏳ — — — — — —
68847
eltociear
MCP server: static security scanner for MCP servers, agent skills & plugins. 68…
— ○ ⏳ — N/A N/A — — —
68848
HumanSecurity
Enables AI applications to access HUMAN Security's cybersecurity intelligence f…
— ○ ⏳ — — — — — —
68849
aleksakarac
A comprehensive MCP server for Obsidian with 45 tools across hybrid filesystem-…
— ○ ⏳ — N/A N/A — — —
68850
kk520879
MCP server for converting images into sketch styles (classic, detailed, soft) w…
— ○ ⏳ — N/A N/A — — —
Showing 68801–68850 of 68948 servers