MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7351
ChanMeng666
A Model Context Protocol server that provides Google Jobs search capabilities t…
B 70 5⁄5 ◉ ⏳ 85 38 — 54 81 88
7352
kennic
Provides AI-powered assistance for iOS developers using FrameLayoutKit, enablin…
B 70 5⁄4 ◉ ⏳ 78 47 N/A 42 90 88
7353
bbajor
Exposes Cursor IDE's MCP tools (codebase search, file operations) as an HTTP AP…
B 70 5⁄5 ◉ ⏳ 90 83 — 39 81 41
7354
RamboRogers
High-performance MCP server that enables generation of images and videos using …
B 70 5⁄5 ◉ ⏳ 90 82 — 42 81 39
7355
comprowler
Prowler MCP Server ⚡ Claim
Analyzes Prowler security scan results for cloud environments, providing detail…
B 70 5⁄4 ◉ ⏳ 78 61 N/A 26 95 78
7356
Saurabhsing21
Literature MCP ⚡ Claim 1
A specialized MCP server that provides a structured interface to the Europe PMC…
B 70 5⁄5 ◉ ⏳ 58 61 — 57 83 91
7357
AnisurRahman06046
Enables e-commerce shop owners to query their business data using natural langu…
B 70 5⁄5 ◉ ⏳ 72 71 N/A 24 80 90
7358
roshunsunder
filesift ⚡ Claim
Local file search for AI agents — semantic + keyword indexing over your codebas…
B 70 5⁄4 ◉ ⏳ 78 30 N/A 47 95 95
7359
sugarforever
amap-mcp-server ⚡ Claim
高德地图MCP Server,支持stdio, sse和streamable-http
B 70 5⁄5 ◉ ⏳ 62 41 N/A 79 82 94
7360
sidlendhe
TickTick MD MCP ⚡ Claim
Enables AI integration with TickTick to manage tasks, projects, and tags throug…
B 70 5⁄5 ◉ ⏳ 78 41 — 50 80 100
7361
wpfleger96
A server that exposes PagerDuty API functionality to LLMs with structured input…
B 70 5⁄5 ◉ ⏳ 80 41 — 66 81 84
7362
gmoneyn
mcp-creator ⚡ Claim
A tool that enables AI assistants to conversationally scaffold, build, and publ…
B 70 5⁄4 ◉ ⏳ 88 41 N/A 27 90 94
7363
lastkimi
XHS-MCP ⚡ Claim 1
Enables content creators to manage, analyze, and publish Xiaohongshu (Little Re…
B 70 5⁄4 ◉ ⏳ 72 46 N/A 45 90 93
7364
samay58
Time MCP ⚡ Claim 1
A Claude Model Configuration Protocol (MCP) server that provides real-time time…
B 70 5⁄4 ◉ ⏳ 66 58 N/A 20 94 100
7365
baranwang
MCP Deep Research ⚡ Claim
Enables web search and deep research capabilities through the Tavily API, allow…
B 70 5⁄5 ◉ ⏳ 76 100 — 45 81 34
7366
arm
Arm MCP Server ⚡ Claim
Official Arm MCP server for code migration, optimization, and Arm architecture …
B 70 5⁄4 ◉ ⏳ 78 36 N/A 58 90 87
7367
atriumn
tokencost-dev ⚡ Claim
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
B 70 5⁄5 ◉ ⏳ 90 0 N/A 89 81 99
7368
TigerTeamCompany
Make MCP Server ⚡ Claim
Enables AI assistants to trigger and interact with Make automation workflows by…
B 70 5⁄5 ◉ ⏳ 78 65 — 54 80 68
7369
Processori7
Enables comprehensive internet search capabilities through DuckDuckGo, supporti…
B 70 5⁄5 ◉ ⏳ 90 62 — 25 81 78
7370
raulUbillos
Integrates with Jira REST API to create tickets with customizable fields and re…
B 70 5⁄5 ◉ ⏳ 78 66 — 19 81 90
7371
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 5⁄4 ◉ ⏳ 78 56 N/A 19 95 90
7372
takiAA
Twitter MCP Server ⚡ Claim 1
Provides tools for interacting with Twitter to retrieve tweets by ID and post n…
B 70 5⁄5 ◉ ⏳ 78 63 — 17 81 95
7373
ThomAub
ClickHouse MCP Server ⚡ Claim 2
A Model Context Protocol server that enables Large Language Models to seamlessl…
B 70 5⁄5 ◉ ⏳ 71 56 — 38 80 100
7374
Long0308
Provides access to Vietnamese stock market data and APIs from VNDirect, FireAnt…
B 70 5⁄4 ◉ ⏳ 72 58 N/A 22 95 94
7375
leonskenidy
Provide seamless access to Omi conversations and memories through a standardize…
B 70 5⁄4 ◉ ⏳ 66 70 N/A 24 87 91
7376
danny-avila
A reference implementation demonstrating proper MCP server patterns with HTTP t…
B 70 5⁄5 ◉ ⏳ 68 70 — 25 81 96
7377
bugzy-ai
Resend MCP Server ⚡ Claim
Enables sending single and batch emails through the Resend API with support for…
B 70 5⁄5 ◉ ⏳ 80 62 — 24 81 93
7378
coinselor
MCP Server Starter ⚡ Claim 1
A production-ready template for building Model Context Protocol servers in Type…
B 70 5⁄4 ◉ ⏳ 72 62 N/A 38 95 74
7379
Cactusinhand
mcp_server_notify ⚡ Claim 1
A MCP server that send desktop notifications with sound effect when agent tasks…
B 70 5⁄4 ◉ ⏳ 59 61 N/A 48 89 94
7380
mimsut
MCP Kkebi ⚡ Claim 1
A framework for building interactive UI applications and React-based widgets fo…
B 70 5⁄5 ◉ ⏳ 72 55 — 54 78 88
7381
GeiserX
genieacs-mcp Claim 1
MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device manage…
B 70 5⁄4 ◉ ⏳ 35 62 N/A 67 95 100
7382
AlexHerranr
MCP Spreadsheets ⚡ Claim 1
Provides comprehensive control over Google Sheets to read, write, format, and m…
B 70 5⁄5 ◉ ⏳ 84 55 — 27 82 91
7383
pmhw
Enables random selection tools including lottery drawing from option lists, dic…
B 70 5⁄5 ◉ ⏳ 80 100 — 21 81 48
7384
aleck31
mcp-chrono ⚡ Claim
A comprehensive time and calendar utility server that provides timezone convers…
B 70 5⁄5 ◉ ⏳ 60 65 — 50 82 93
7385
surisoft-io
CAPI Gateway Claim
Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.
B 70 5⁄4 ◉ ⏳ 80 37 N/A 65 75 96
7386
Amit-Lakhani
An MCP-compatible server that provides tools for integrating selected Postman A…
B 70 5⁄5 ◉ ⏳ 78 67 — 23 81 89
7387
Omniscience-Labs
OMNI-MQTT-MCP ⚡ Claim
Enables AI assistants to publish and subscribe to MQTT topics with configurable…
B 70 5⁄5 ◉ ⏳ 62 82 — 26 81 90
7388
kablewy
salesforce-mcp-server ⚡ Claim 2
A Model Context Protocol server implementation for interacting with Salesforce …
B 70 5⁄5 ◉ ⏳ 75 67 — 28 76 92
7389
siarhei-fedziukovich
MolMIM MCP Server ⚡ Claim
Enables molecular generation, optimization, and analysis through NVIDIA MolMIM …
B 70 5⁄5 ◉ ⏳ 80 53 — 39 81 91
7390
iceener
Enables location-aware AI agents to search for nearby places, get detailed plac…
B 70 5⁄5 ◉ ⏳ 90 45 — 34 80 90
7391
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
B 70 5⁄5 ◉ ⏳ 84 51 — 33 81 89
7392
qso-graph
MCP server for Parks on the Air (POTA) providing live activator spots, park det…
B 70 5⁄4 ◉ ⏳ 72 41 — 38 95 98
7393
JenHsuan
Alayman MCP Server ⚡ Claim
Enables access to articles from alayman.io, allowing users to fetch, search, an…
B 70 5⁄5 ◉ ⏳ 78 62 — 27 81 92
7394
subnetmarco
pgmcp Claim
Natural language PostgreSQL queries with automatic streaming, read-only safety,…
B 70 5⁄4 ◉ ⏳ 76 46 N/A 61 89 77
7395
zereight
confluence-mcp ⚡ Claim
jira, wiki mcp
B 70 5⁄5 ◉ ⏳ 78 63 — 28 81 90
7396
ArtixZ
MCP Google Maps ⚡ Claim
Provides access to Google Maps functionality including places search, geocoding…
B 70 5⁄5 ◉ ⏳ 78 61 — 25 81 95
7397
commontrace
Connects AI coding agents to a shared knowledge base by allowing them to search…
B 70 5⁄5 ◉ ⏳ 72 46 — 57 80 93
7398
mjmorales
Simple MCP Runner makes it effortless to safely expose system commands to langu…
B 70 5⁄4 ◉ ⏳ 72 33 N/A 59 95 90
7399
florinel-chis
Enables AI assistants to search and query documentation from multiple sources i…
B 70 5⁄4 ◉ ⏳ 76 40 N/A 42 95 90
7400
fr0ster
mcp-abap-adt ⚡ Claim 1
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic A…
B 70 5⁄4 ◉ ⏳ 90 52 N/A 84 95 28
Showing 7351–7400 of 69052 servers
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