MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43851
janfincke
An MCP server that provides AI assistants with access to the EARLY time trackin…
— ○ ⏳ — — — — — —
43852
kumard3
Ghosthand Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
— ○ ⏳ — N/A N/A — — —
43853
ysalitrynskyi
opn-mcp Claim
Shorten links, read click analytics, generate branded QR codes, and manage link…
— ○ ⏳ — — — — — —
43854
CentralInfraCore
Compiles and routes context from trust-domain sources (session, workdir, knowle…
— ○ ⏳ — — — — — —
43855
bobby060
MCP server that integrates with AnyList for managing shopping lists, recipes, a…
— ○ ⏳ — — — — — —
43856
mcurmi05
vdiff Claim
Breaking-change diffs for npm packages, served over REST and MCP, so coding age…
— ○ ⏳ — — — — — —
43857
sumit-1492
MCP server for Claude Desktop providing access to Google Sheets, Gmail, and Goo…
— ○ ⏳ — N/A N/A — — —
43858
Difz25x
MCP server for controlling and reverse engineering Roblox games, providing 132 …
— ○ ⏳ — N/A N/A — — —
43859
BillyTheManBot
trust-mcp Claim
MCP server that enables AI agents to verify each other's trust scores, register…
— ○ ⏳ — — — — — —
43860
mrgoonie
MCP server for Vietnamese stock market data, enabling AI assistants to access s…
— ○ ⏳ — — — — — —
43861
ibm-self-serve-assets
Enables natural language interactions for creating, querying, updating, and del…
— ○ ⏳ — — — — — —
43862
ygrenzinger
jira-mcp Claim
Comprehensive MCP server for Jira integration, enabling issue management, searc…
— ○ ⏳ — — — — — —
43863
wyre-technology
An MCP server for ConnectWise Manage PSA, enabling management of tickets, proje…
— ○ ⏳ — — — — — —
43864
agentsmcp
A set of MCP servers that provide AI agents with safe, composable access to web…
— ○ ⏳ — — — — — —
43865
MastadoonPrime
Sylex Memory Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
— ○ ⏳ — — — — — —
43866
blackplume233
UnrealMCPHub Claim
Central management platform for Unreal Engine MCP instances that bridges AI age…
— ○ ⏳ — N/A N/A — 95 —
43867
M0hc3n
Enables AI assistants to navigate, search, and analyze academic materials organ…
— ○ ⏳ — — — — — —
43868
fintaro-ai
fintaro-mcp Claim
Enables MCP-capable agents to read Fintaro invoices and transactions, and uploa…
— ○ ⏳ — — — — — —
43869
mquan
nimble Claim
A token-efficient MCP server that reduces context window bloat by lazy loading …
— ○ ⏳ — N/A N/A — — —
43870
yuaotian
sanshu Claim
An AI-assisted programming enhancement system that integrates decision-making, …
— ○ ⏳ — N/A N/A — — —
43871
raya2912
Generates structured newsletters with 8 sections using AI and provides NLP anal…
— ○ ⏳ — N/A N/A — — —
43872
shawnsammartano-hub
Open Brain Claim
A remote MCP server enabling semantic memory across multiple AI platforms like …
— ○ ⏳ — N/A N/A — — —
43873
Unveil-gg
twine-mcp Claim
A locally-run MCP server that connects to Twine's story library, enabling AI-as…
— ○ ⏳ — N/A N/A — — —
43874
jonnyhoff
Enables SQLite database interactions including querying, updating, and schema m…
— ○ ⏳ — N/A N/A — — —
43875
Justar96
Project management and session memory for AI agents that provides 13 tools for …
— ○ ⏳ — — — — — —
43876
themiguelamador
Local MCP server for TOCOnline accounting/invoicing API that enables AI assista…
— ○ ⏳ — N/A N/A — — —
43877
Deloney-code
RedTeam MCP Claim
Autonomous penetration testing powered by a local LLM, automating tool chaining…
— ○ ⏳ — N/A N/A — — —
43878
desertaxle
devin-mcp Claim
MCP server for creating, monitoring, and managing Devin AI sessions.
— ○ ⏳ — N/A N/A — — —
43879
mapleleavessssssss-wq
vivado-mcp Claim
A minimal MCP server that provides 25 tools and 5 hooks to control Xilinx Vivad…
— ○ ⏳ — N/A N/A — — —
43880
neo4j-contrib
neo4j-gds Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
— ○ ⏳ — — — — — —
43881
box3lab
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
— ○ ⏳ — — — — — —
43882
Griboedow
A Model Context Protocol server that provides real astronomical data (planetary…
— ○ ⏳ — N/A N/A — — —
43883
hvkshetry
Connects Claude with Microsoft 365 services such as Email, Calendar, Teams, One…
— ○ ⏳ — — — — — —
43884
micaelmalta
Enables AI assistants to interact with Datadog APIs for querying metrics, logs,…
— ○ ⏳ — — — — — —
43885
sourknives
Enables natural language interaction with Sleeper Fantasy Football API data, al…
— ○ ⏳ — — — — — —
43886
TCMPP-Team
Enables AI assistants to manage TCSAS miniprogram development tasks such as lau…
— ○ ⏳ — N/A N/A — — —
43887
oro-intel
UK public procurement data for AI agents. Tenders, contracts, buyer and supplie…
— ○ ⏳ — — — — — —
43888
Kumbaya-xyz
kumbaya-mcp Claim
Live access to Kumbaya's DEX, launchpad, social data, and search on MegaETH thr…
— ○ ⏳ — — — — — —
43889
jingyanjiang
k8s-mcp Claim
A lightweight MCP server that enables AI assistants to deploy, inspect, and ope…
— ○ ⏳ — — — — — —
43890
bblietz
brs-docs-mcp Claim
MCP server for Roku BrightScript documentation and device control, enabling doc…
— ○ ⏳ — N/A N/A — — —
43891
falconry
A Python MCP server using the Falcon web framework, providing Streamable HTTP t…
— ○ ⏳ — — — — — —
43892
maflot
Provides access to the Allen Institute for Brain Science API, enabling queries …
— ○ ⏳ — — — — — —
43893
dotojr123
Exposes the ProDoctor Cloud API as MCP tools for AI agents to manage appointmen…
— ○ ⏳ — — — — — —
43894
VVi3ard
1c-buddy-mcp Claim
Lightweight MCP server for 1C.ai integration, enabling queries, code analysis, …
— ○ ⏳ — N/A N/A — — —
43895
Qbandev
Enables AI assistants to query blockchain data across 30+ networks via Infura, …
— ○ ⏳ — — — — — —
43896
droyad
sumo-mcp Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
— ○ ⏳ — — — — — —
43897
bariskisir
IzmirDamMcp Claim
FastMCP server that provides daily water status and occupancy rates for dams in…
— ○ ⏳ — — — — — —
43898
da-troll
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
— ○ ⏳ — — — — — —
43899
jsardinia
Enables natural language management of Motion tasks, projects, schedules, and m…
— ○ ⏳ — — — — — —
43900
longcreat
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
— ○ ⏳ — — — — — —
Showing 43851–43900 of 69313 servers
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