MCP Server Quality Scores

Independent quality analysis of 43656 public MCP servers

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43656
Discovered
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29479
Scored
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2111
Verified
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16952
Complete
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Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

Newly Added

data-enrichment F intelligence-gateway F MCP Compliance Preflight F Octopad F Immo API — DVF immobilier France F

Biggest Gainers

theothers +30 aTars MCP +1 Swarm Tips — Aggregated AI Agent Activities +1

Biggest Drops

SaaS Browser -4 Correkt: The AI-Native Online Marketplace for Physical Products -3 library -2
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34751
universal-mcp
Provides a standardized interface for interacting with SharePoint tools and ser…
 — ○ ⏳ — — — — — —
34752
comma-compliance
MCP server for Pipedrive CRM providing 88 tools for full CRUD on deals, persons…
 — ○ ⏳ — — — — — —
34753
latiftplgu
Astro Charts Claim
Generate astrology charts from a date, time, and location. Explore planetary po…
 — ○ ⏳ — N/A N/A — 95 —
34754
mcpia
simuladorllm Claim
— ○ ⏳ — N/A N/A — 95 —
34755
fntyler
asdf Claim
— ○ ⏳ — N/A N/A — 95 —
34756
VitalyMalakanov
A powerful MCP server that enhances LLMs with advanced sequential thinking capa…
 — ○ ⏳ — — — — — —
34757
AlbertHuangKSFO
A Model Context Protocol (MCP) server for Chinese traditional calendar function…
 — ○ ⏳ — — — — — —
34758
Webdev3-digi
fastalert Claim
— ○ ⏳ — N/A N/A — 95 —
34759
jimmytwei
Scrapes real-time gas prices from GasBuddy.com to find the cheapest fuel in any…
 — ○ ⏳ — N/A N/A — — —
34760
luciVuc
Shell MCP Claim
A production-ready MCP server that enables AI assistants to execute shell comma…
 — ○ ⏳ — — — — — —
34761
fastmcp-me
Enables AI-powered music generation through natural language commands, supporti…
 — ○ ⏳ — — — — — —
34762
dwhite-sys
SimpleMCP Claim
A lightweight MCP server that auto-discovers tool kits, enabling tools like SQL…
 — ○ ⏳ — — — — — —
34763
ai-mcp-garage
Provides comprehensive system diagnostics and hardware analysis through 10 spec…
 — ○ ⏳ — N/A N/A — 95 —
34764
gopichand458
Provides multi-source vulnerability intelligence for AI-powered security operat…
 — ○ ⏳ — — — — — —
34765
2loch-ness6
Enables AI coding assistants to access grounded, branch-scoped codebase context…
 — ○ ⏳ — N/A N/A — — —
34766
arhiv240
— ○ ⏳ — N/A N/A — 95 —
34767
rsafaya-edrv
uk-aml-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
34768
AnterCreeper
keyscope-mcp Claim
AI-native oscilloscope control. A pure-Python MCP service that lets LLM agents …
 — ○ ⏳ — N/A N/A — — —
34769
knownsec
Provides comprehensive IP and domain security intelligence, enabling analysis o…
 — ○ ⏳ — — — — — —
34770
rapid
— ○ ⏳ — N/A N/A — 95 —
34771
software-mansion
Argent Claim
Enables AI assistants to interact with iOS Simulators and Android Emulators, al…
 — ○ ⏳ — N/A N/A — — —
34772
lleontor705
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
 — ○ ⏳ — N/A N/A — — —
34773
arsolutioner
A Model Context Protocol (MCP) server for analyzing browser extension security,…
 — ○ ⏳ — N/A N/A — — —
34774
PugzUI
Provides persistent SQLite-based memory and unified tool abstraction for AI age…
 — ○ ⏳ — N/A N/A — 95 —
34775
mnwalker
Dive admin Claim
Lets Claude / ChatGPT / Gemini interact with a dive center's data — divers, boo…
 — ○ ⏳ — — — — — —
34776
aravindev
inkscape_mcp Claim
MCP server that lets AI agents drive Inkscape — interactively alongside the GUI…
 — ○ ⏳ — N/A N/A — — —
34777
Eacus
MISP-mcp Claim
Enables AI assistants to interact with MISP threat intelligence platforms throu…
 — ○ ⏳ — N/A N/A — — —
34778
Ception
expo-docs Claim
Enables fast, offline search and retrieval of Expo documentation from local .md…
 — ○ ⏳ — N/A N/A — — —
34779
GeoAziz
MCP Server Claim
A persistent backend that reduces AI agent context window bloat by centralizing…
 — ○ ⏳ — N/A N/A — — —
34780
zral
A learning-oriented MCP server that provides weather forecast tools for travel …
 — ○ ⏳ — N/A N/A — — —
34781
iflow-mcp
Integrates multiple search APIs (Google Search, Maps, Flights, Hotels) through …
 — ○ ⏳ — N/A N/A — — —
34782
lilium360
myBrAIn Claim
MCP server that provides persistent memory and contextual awareness to language…
 — ○ ⏳ — N/A N/A — — —
34783
amafjarkasi
Enables debugging of Electron applications through the Model Context Protocol, …
 — ○ ⏳ — N/A N/A — — —
34784
archimedes-market
Run Semgrep static analysis from an AI agent. OWASP top 10, secrets detection, …
 — ○ ⏳ — N/A N/A — — —
34785
maxholman
mcp-gdbmi Claim
Enables debugging of programs through GDB/MI, allowing breakpoints, stepping, a…
 — ○ ⏳ — N/A N/A — — —
34786
shanevcantwell
llauncher Claim
Manages llama.cpp llama-server instances with tools for lifecycle management, c…
 — ○ ⏳ — N/A N/A — — —
34787
ambideXtrous9
StockMcp Claim
Enables stock analysis by fetching company details, profit data, and shareholdi…
 — ○ ⏳ — N/A N/A — — —
34788
ROCTUP
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, support…
 — ○ ⏳ — N/A N/A — — —
34789
dnuzzolillo
test Claim
— ○ ⏳ — N/A N/A — 95 —
34790
YounesBensafia
Enables MCP clients to manage Overleaf projects via Git sync, including listing…
 — ○ ⏳ — N/A N/A — — —
34791
dbe006
rugguard-mcp Claim
MCP server for RugGuard, enabling AI agents to perform pre-trade rug checks on …
 — ○ ⏳ — N/A N/A — — —
34792
M1mino
TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet …
 — ○ ⏳ — — — — — —
34793
archimedes-market
Read-only PostgreSQL analytics MCP server — query plans, slow queries, index us…
 — ○ ⏳ — — — — — —
34794
archimedes-market
Expose any LangChain chain, agent, or tool as an MCP server — schema-aware tool…
 — ○ ⏳ — — — — — —
34795
rafaelqw
— ○ ⏳ — N/A N/A — 95 —
34796
shreyash1231
A minimal banking system MCP server that allows account management, deposits, w…
 — ○ ⏳ — N/A N/A — — —
34797
nevergoodstudy-hub
MCP server that enables AI agents to fetch and summarize WeChat public articles…
 — ○ ⏳ — N/A N/A — — —
34798
MIMI180306
Gives Claude Code long-term memory that persists across sessions via hybrid BM2…
 — ○ ⏳ — N/A N/A — — —
34799
InstaCode
Enables Claude (or any MCP client) to read and write events on your iCloud cale…
 — ○ ⏳ — N/A N/A — — —
34800
davidkiss
Turns a shopping list FastAPI app into an MCP server, enabling a LangGraph chat…
 — ○ ⏳ — — — — — —
Showing 34751–34800 of 43656 servers
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