MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45851
godrix
MCP server for Argo CD that provides multi-environment profiles, SSO or API key…
— ○ ⏳ — — — — — —
45852
thaimtl
Enables Claude to analyze the song you're currently playing on Spotify by looki…
— ○ ⏳ — N/A N/A — — —
45853
NikkeTryHard
A high-performance MCP server for web fetching in Claude Code using Firecrawl b…
— ○ ⏳ — N/A N/A — — —
45854
FujishigeTemma
An MCP server that provides access to Semantic Scholar's academic paper databas…
— ○ ⏳ — — — — — —
45855
stackblaze
cql-mcp Claim
Enables interaction with Cassandra/Scylla databases via CQL, supporting read-on…
— ○ ⏳ — — — — — —
45856
jramnara
test-sky-map Claim
— ○ ⏳ — N/A N/A — 95 —
45857
tblakex01
A comprehensive MCP server that provides system troubleshooting and diagnostic …
— ○ ⏳ — N/A N/A — — —
45858
Sushank05
mcp-doorman Claim
A drop-in proxy that guards MCP servers with policy enforcement, secret redacti…
— ○ ⏳ — N/A N/A — — —
45859
tommyjin2894
mcp-service Claim
A 3-tier relay service that serves MCP tools via WebSocket, including calculato…
— ○ ⏳ — — — — — —
45860
crclabs-hq
gatetest Claim
120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and h…
— ○ ⏳ — N/A N/A — — —
45861
Elizabeth1979
An accessibility expert MCP server that provides AI coding assistants with real…
— ○ ⏳ — N/A N/A — — —
45862
microcmsio
Provides access to microCMS documentation, enabling AI assistants to search and…
— ○ ⏳ — — — — — —
45863
amekala
MCP server for managing and analyzing Amazon Advertising data through natural l…
— ○ ⏳ — — — — — —
45864
Ahsansabir143
Enables Claude to monitor and execute Binance trading strategies through a boun…
— ○ ⏳ — — — — — —
45865
edarrington
gmail-mcp Claim
Enables Gmail integration with Claude Code for reading, sending, searching emai…
— ○ ⏳ — — — — — —
45866
LEEHEEWON123
Enables gift recommendations via Naver Shopping and nearby pickup store search …
— ○ ⏳ — — — — — —
45867
channel3-ai
Let your agent discovery any product on the internet. Earn commissions when you…
— ○ ⏳ — N/A N/A — 95 —
45868
Birdiz
MCP Trello Claim
Enables Claude to interact with Trello boards, lists, cards, and labels through…
— ○ ⏳ — — — — — —
45869
ForrestKim42
A pattern for systematically exploring any Android app using an LLM agent with …
— ○ ⏳ — N/A N/A — 95 —
45870
kontakt-qy0g
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
— ○ ⏳ — — — — 81 —
45871
molpass
mcp-taiyi Claim
Calculates Taiyi Shenshu (太乙神數) based on a given datetime and returns structure…
— ○ ⏳ — N/A N/A — — —
45872
microqueryhq
MCP server to ask research questions about real-world datasets and get actual d…
— ○ ⏳ — — — — 81 —
45873
telnturtle
trello-mcp Claim
Local stdio-based Trello MCP server that enables interacting with Trello boards…
— ○ ⏳ — N/A N/A — — —
45874
danchev
openmarkets Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
— ○ ⏳ — — — — — —
45875
exploitintel
eip-mcp Claim
Gives AI assistants access to the Exploit Intelligence Platform for vulnerabili…
— ○ ⏳ — — — — — —
45876
New1Direction
korg-ledger Claim
Verifiable cognition: prove a session ledger is tamper-evident; audit & import …
— ○ ⏳ — N/A N/A — — —
45877
nima
axint Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
— ○ ⏳ — — — — 81 —
45878
surferkoala
Cartelera de España: películas, cines, sesiones, recomendaciones y enlaces de c…
— ○ ⏳ — — — — — —
45879
palimkarakshay
abap-mcp Claim
An offline MCP server for SAP ABAP that provides static analysis, ABAP Cloud re…
— ○ ⏳ — N/A N/A — — —
45880
GianBaeza
Analyzes GitHub repositories and provides advanced optimization recommendations…
— ○ ⏳ — — — — — —
45881
Semiotronika
LINZA Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
— ○ ⏳ — N/A N/A — — —
45882
molpass
mcp-bible Claim
MCP server for Bible study, providing multi-version verse lookup, keyword/seman…
— ○ ⏳ — N/A N/A — — —
45883
thegridwork
license Claim
Scan dependencies for license compliance — copyleft conflicts, unknown licenses…
— ○ ⏳ — N/A N/A — 95 —
45884
shreyashf80
Enables appending structured content to Google Docs and creating Gmail drafts t…
— ○ ⏳ — N/A N/A — — —
45885
saidbazyar
Classify any AI system under the EU AI Act: risk tier + binding Articles, verba…
— ○ ⏳ — N/A N/A — — —
45886
Gliana-Labs
gliana-mcp Claim
Pay-per-call AI models (chat, image, video, music, speech) plus web scraping, s…
— ○ ⏳ — — — — — —
45887
PhillyUrbs
mcparr Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
— ○ ⏳ — — — — — —
45888
Microtechusa
Enables interaction with the HaloPSA API for managing tickets, clients, assets,…
— ○ ⏳ — N/A N/A — — —
45889
Gonzih
Search companies, officers, and filing history across 140+ jurisdictions worldw…
— ○ ⏳ — — — — — —
45890
MCP-Mirror
Enables MCP client agents to play the classic Minesweeper game by connecting to…
— ○ ⏳ — N/A N/A — 95 —
45891
dick571
suna Claim
— ○ ⏳ — N/A N/A — 95 —
45892
abhayshakya1
Enables interaction with the Upstox trading API via natural language to fetch u…
— ○ ⏳ — — — — 81 —
45893
sihyoung0624
This MCP server enables Claude to create and control shared timers, polls, and …
— ○ ⏳ — — — — — —
45894
elevend0g
cont3xt Claim
Virtual Infinite Context for Agents and LLMs - maintains a continuous rolling c…
— ○ ⏳ — N/A N/A — — —
45895
Ingholt-Consult
TimeLog MCP Claim
A localhost server that enables Claude to administer a firm's TimeLog account v…
— ○ ⏳ — N/A N/A — — —
45896
codeCrack-01
Overleaf MCP Claim
Enables LLM agents to read and update Overleaf LaTeX papers via git, with tools…
— ○ ⏳ — N/A N/A — — —
45897
asgard-ai-platform
Enables searching and retrieving Taiwan judicial judgments, including full-text…
— ○ ⏳ — — — — — —
45898
sigee-min
outline-mcp Claim
Connects MCP clients to Outline workspaces, enabling agents to safely read, upd…
— ○ ⏳ — — — — — —
45899
sanshanjianke
MCP server for scientific computing with multiple backends (Mathematica, Octave…
— ○ ⏳ — N/A N/A — — —
45900
serdarkaracay
An MCP server that provides AI coding assistants with comprehensive browser aut…
— ○ ⏳ — — — — — —
Showing 45851–45900 of 69261 servers
« Prev 1 … 916 917 918 919 920 … 1386 Next »