MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36901
mehmetcanbozkus
Enables searching and comparing grocery prices from Turkish markets via marketf…
— ○ ⏳ — — — — — —
36902
trapicAi
Trapic Core Claim
Self-hosted MCP server for long-term memory in AI coding assistants, capturing …
— ○ ⏳ — — — — — —
36903
webtoolbox
An MCP server for semantic code search using Qdrant vector database, enabling n…
— ○ ⏳ — — — — — —
36904
ketangupta1-ai
powerbi-mcp Claim
Enables interaction with Power BI and Fabric through MCP tools, including works…
— ○ ⏳ — — — — — —
36905
ncodeuy
medplum-mcp Claim
Provides access to Medplum FHIR healthcare data, enabling Claude and other MCP …
— ○ ⏳ — — — — — —
36906
davidmosiah
Source-aware archive for timeline-shift folklore, Mandela Effect reports and co…
— ○ ⏳ — N/A N/A — — —
36907 — ○ ⏳ — N/A N/A — 95 —
36908
sarthak-pansare
An MCP server that exposes Oracle Cloud Infrastructure (OCI) control plane to L…
— ○ ⏳ — — — — — —
36909
darioandyoshi-tech
Settlement rails for AI labor — USDC escrow on Base Mainnet, 1% protocol fee, d…
— ○ ⏳ — — — — — —
36910
tradingale
Martingale Intelligence for AI trading agents. Provides proprietary scores and …
— ○ ⏳ — — — — 81 —
36911
fabiano-personal
Provides real-time access to Firewalla firewall data through 28 specialized too…
— ○ ⏳ — N/A N/A — 95 —
36912
choas
Provides a unified MCP interface to multiple utility services including transpo…
— ○ ⏳ — N/A N/A — — —
36913
KhushbooNC
Bridges AI assistants with network packet analysis, enabling PCAP investigation…
— ○ ⏳ — N/A N/A — — —
36914
fgh23333
Demo Claim
A Python MCP server for Cline integration, providing tools for file analysis an…
— ○ ⏳ — — — — — —
36915
apajon
mempalace Claim
Enables persistent local memory in VS Code Copilot Chat via MemPalace, using a …
— ○ ⏳ — N/A N/A — — —
36916
kodegrenade
Enables AI assistants to generate fake Nigerian data including names, addresses…
— ○ ⏳ — N/A N/A — — —
36917
geraservicesuk
E-commerce marketplace: search products, order, track shipments. 50+ countries.
— ○ ⏳ — N/A N/A — 95 —
36918
cejor6
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…
— ○ ⏳ — N/A N/A — — —
36919
zbrooklyn-claude-labs
MCP server for browser automation with shared authentication and built-in UI au…
— ○ ⏳ — N/A N/A — — —
36920
matthieurosset
MCP server for managing a media server stack (Plex, Radarr, Overseerr, Bazarr, …
— ○ ⏳ — — — — — —
36921
gkmex75
Provides access to public GST Cranes resources including company records, Crane…
— ○ ⏳ — — — — — —
36922
rayss868
Enforces a structured reasoning cycle with mandatory reflection and searchable …
— ○ ⏳ — N/A N/A — — —
36923
tratto-email
Lets AI tools send transactional emails, check status, and manage contacts thro…
— ○ ⏳ — — — — — —
36924
heonyus
okf-wiki Claim
A local OKF-compatible knowledge engine for AI agents. Enables capturing agent …
— ○ ⏳ — N/A N/A — — —
36925
volodymyrkoval
Integrates Google Calendar with AI assistants via MCP, enabling calendar listin…
— ○ ⏳ — N/A N/A — — —
36926
KifoPL
Raw SQL MCP Claim
Execute raw SQL queries against SQL Server, SQLite, PostgreSQL, MySQL, and Mari…
— ○ ⏳ — N/A N/A — — —
36927
denizguzeloglu
Enables executing SQL queries on DuckDB databases locally or on MotherDuck clou…
— ○ ⏳ — — — — — —
36928
aniliou-85
A smart proxy that aggregates multiple downstream MCP servers and enables natur…
— ○ ⏳ — N/A N/A — 95 —
36929
PMelch
gitlab-mcp Claim
Enables retrieving comprehensive information about GitLab merge requests, inclu…
— ○ ⏳ — — — — — —
36930
St0neCl0ud
steam-mcp Claim
Connects Claude to your Steam library via the Steam Web API. Query your games, …
— ○ ⏳ — — — — 81 —
36931
BenMousaAmine
mcp-tldr Claim
MCP server that exposes llm-tldr code analysis tools (tree, structure, context,…
— ○ ⏳ — N/A N/A — — —
36932
ampcome-mcps
Connect your Supabase projects to Cursor, Claude, Windsurf, and other AI assist…
— ○ ⏳ — N/A N/A — — —
36933
asilenin
Provides raw Garmin Connect data access for training analysis, enabling retriev…
— ○ ⏳ — — — — 81 —
36934
rcarmo
Provides tools to extract, convert, and generate Microsoft Office documents (Wo…
— ○ ⏳ — N/A N/A — — —
36935
vorionsys
A monorepo of five signed MCP servers (journal-companion, market-scout, meeting…
— ○ ⏳ — — — — — —
36936
imnoo-team
Metric ⇄ imperial for technical drawings: dimensions, tolerances, ISO fits, thr…
— ○ ⏳ — N/A N/A — — —
36937
Richardilemon
calendar-pa Claim
Google Calendar MCP server with natural language scheduling, conflict detection…
— ○ ⏳ — — — — — —
36938
cyanheads
Get live scores, schedules, standings, team and player data for NFL, NBA, MLB, …
— ○ ⏳ — N/A N/A — — —
36939
T-WREKX
algorand-mcp Claim
A comprehensive Model Context Protocol (MCP) server providing 50+ tools for Alg…
— ○ ⏳ — N/A N/A — — —
36940
aynumosir
ainu-mcp Claim
A hosted Model Context Protocol server for the Ainu-language toolchain, enablin…
— ○ ⏳ — — — — — —
36941
luutuankiet
Enables interaction with a FreshRSS instance to manage RSS feeds, read and orga…
— ○ ⏳ — — — — — —
36942
byadsco
Self-hosted MCP server providing secure, multi-tenant access to Meta Marketing …
— ○ ⏳ — — — — — —
36943
danielrosehill
donetick-mcp Claim
MCP server for Donetick chores management. Provides 27 tools to control Donetic…
— ○ ⏳ — — — — — —
36944
CiscoDevNet
Enables LLMs to interact with network devices via Cisco RADKit, supporting inve…
— ○ ⏳ — — — — — —
36945
steveafrost
Enables running an MCP server remotely on Cloudflare Workers with OAuth authent…
— ○ ⏳ — — — — — —
36946
ngoctranfire
Lets any MCP-compatible AI client interact with Discord — send messages, manage…
— ○ ⏳ — — — — — —
36947
dotnetrule
A generic MCP server that allows searching and retrieving articles, summaries, …
— ○ ⏳ — — — — — —
36948
doucej
Stateful MCP server wrapping Playwright for browser automation. Provides tools …
— ○ ⏳ — N/A N/A — — —
36949
jasoncronje
Enables inspection and control of Arc Browser spaces and tabs on macOS, includi…
— ○ ⏳ — N/A N/A — — —
36950
indroneelray
Enables fetching detailed Pokémon data from PokéAPI, including Pokémon info, ty…
— ○ ⏳ — — — — — —
Showing 36901–36950 of 69419 servers
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