MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7801
adibirzu
Enables comprehensive monitoring and analysis of Oracle Cloud Infrastructure da…
B 70 5⁄5 ◉ ⏳ 72 66 — 32 81 90
7802
GeLi2001
TFT MCP Server ⚡ Claim
This server enables Claude to access Team Fight Tactics (TFT) game data, allowi…
B 70 5⁄5 ◉ ⏳ 78 67 — 23 81 89
7803
abdqum
Enables comprehensive management of self-hosted or cloud Supabase instances wit…
B 70 5⁄5 ◉ ⏳ 86 43 — 29 81 99
7804
mytechnotalent
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…
B 70 5⁄4 ◉ ⏳ 64 42 — 55 95 94
7805
lekt9
Enables AI-powered analytics for OpenReplay user sessions through natural langu…
B 70 5⁄5 ◉ ⏳ 84 65 — 23 81 81
7806
xiaobenyang-com
A Taiwan holiday query server based on Model Context Protocol (MCP), providing …
B 70 5⁄4 ◉ ⏳ 72 67 N/A 45 95 64
7807
kranners
hyper-mcp ⚡ Claim
A configurable MCP server wrapper for Cursor that eliminates tool count limits …
B 70 5⁄5 ◉ ⏳ 80 60 — 70 81 54
7808
thirdstrandstudio
An MCP (Model Context Protocol) server that chains calls to other MCP tools, re…
B 70 5⁄5 ◉ ⏳ 78 57 — 47 74 87
7809
jurasofish
MCPunk ⚡ Claim 1
Chat with your codebase through intelligent code searching without embeddings b…
B 70 5⁄5 ◉ ⏳ 62 82 N/A 67 92 46
7810
mrexodia
ida-pro-mcp ⚡ Claim 1
MCP server for IDA Pro, allowing you to perform binary analysis with AI assista…
B 70 5⁄4 ◉ ⏳ 57 41 N/A 80 90 93
7811
adham90
opentrace Claim
Observability engine for AI coding agents. Custom columnar log store, MCP-nativ…
B 70 5⁄4 ◉ ⏳ 76 31 N/A 58 95 91
7812
Dhananjay-2024
Oracle DB Context ⚡ Claim
Provides contextual Oracle database schema information to AI assistants, enabli…
B 70 5⁄5 ◉ ⏳ 72 60 — 29 82 99
7813
pavel-bc
A Model Context Protocol server providing tools for querying Bitcoin blockchain…
B 70 5⁄5 ◉ ⏳ 79 47 — 32 82 100
7814
kotevcode
whatsapp-mcp ⚡ Claim 2
An MCP server that connects Claude to WhatsApp for reading group messages, sear…
B 70 5⁄4 ◉ ⏳ 55 60 N/A 45 90 99
7815
codybrom
DocsetMCP ⚡ Claim
Provides AI assistants with instant access to local Dash documentation docsets …
B 70 5⁄4 ◉ ⏳ 84 30 N/A 54 90 88
7816
AkM-2018
AWS CDK MCP Server ⚡ Claim
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
B 70 5⁄5 ◉ ⏳ 54 82 — 44 80 86
7817
bhaveshrmahajan
MySQL MCP Server ⚡ Claim
Connects AI assistants like Claude Desktop directly to MySQL databases, enablin…
B 70 5⁄5 ◉ ⏳ 72 51 — 51 74 100
7818
jkawamoto
mcp-memos ⚡ Claim 1
An MCP server for interacting with Memos.
B 70 5⁄4 ◉ ⏳ 53 62 N/A 69 80 93
7819
PlayAINetwork
HyperEVM MCP ⚡ Claim
Enables AI agents to interact with HyperLend protocol and Kittenswap DEX on Hyp…
B 70 5⁄5 ◉ ⏳ 72 57 — 47 77 93
7820
fugle-dev
A server that enables interaction with Fugle trading systems, supporting real-t…
B 70 5⁄4 ◉ ⏳ 48 73 N/A 57 95 77
7821
ricleedo
A starter template for building custom MCP (Model Context Protocol) servers tha…
B 70 5⁄5 ◉ ⏳ 54 100 N/A 26 95 64
7822
zellerhaus
A Model Context Protocol server that provides access to property data, address …
B 70 5⁄5 ◉ ⏳ 57 66 — 43 81 99
7823
AnthonyAlcaraz
Skill Retriever ⚡ Claim
A graph-based MCP server that discovers, resolves dependencies, and installs th…
B 70 5⁄5 ◉ ⏳ 84 55 — 31 78 89
7824
pauldub
AppSignal MCP ⚡ Claim
Enables AI assistants to query and fetch error and performance monitoring data …
B 70 5⁄5 ◉ ⏳ 66 71 — 35 81 90
7825
markpitt
FreeAgent MCP Server ⚡ Claim 1
A Claude MCP server that allows Claude to interact with your FreeAgent account …
B 70 5⁄5 ◉ ⏳ 78 58 — 35 81 91
7826
lchampz
mcp-heimdall ⚡ Claim
An environment diagnostic and correction tool for MCP that provides detailed sy…
B 70 5⁄4 ◉ ⏳ 72 53 N/A 34 87 100
7827
dkpoulsen
Enables interaction with the Flutter SDK by providing tools to analyze and appl…
B 70 5⁄5 ◉ ⏳ 78 100 N/A 18 95 36
7828
riteshsonawala
Enables AI agents to interact with KDB+ databases through standardized MCP tool…
B 70 5⁄5 ◉ ⏳ 78 66 — 19 81 93
7829
bobbyhiddn
Sympathy-MCP ⚡ Claim 2
An MCP server for managing Incus virtual machines through structured tools for …
B 70 5⁄5 ◉ ⏳ 51 82 N/A 27 92 91
7830
prasadabhishek
photographi-mcp ⚡ Claim
Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Li…
B 70 5⁄4 ◉ ⏳ 66 30 N/A 79 95 87
7831
MissionSquad
MCP server for fetching, parsing, and managing RSS feeds. Features Fetch and p…
B 70 5⁄5 ◉ ⏳ 63 100 — 57 81 40
7832
loukach
Provides AI agents with 36 specialized tools for complete vehicle dealership ma…
B 70 5⁄5 ◉ ⏳ 90 51 — 25 81 89
7833
block
Code MCP Server ⚡ Claim
Enables AI agents and assistants like Goose or Claude to interact with VS Code …
B 70 5⁄4 ◉ ⏳ 78 31 N/A 54 95 92
7834
shaunie2fly
Enables creation and management of professional email templates using MJML mark…
B 70 5⁄5 ◉ ⏳ 78 100 — 28 81 43
7835
vurtnec
Jira Claim 2
MCP to Connect JIRA by NodeJs
B 70 5⁄5 ◉ ⏳ 72 72 — 17 80 95
7836 B 70 5⁄4 ◉ ⏳ 52 72 N/A 28 92 98
7837
saoqixiaomm
Yuque MCP Server ⚡ Claim
Enables access to Yuque (语雀) documentation through cookie-based authentication,…
B 70 5⁄4 ◉ ⏳ 60 71 N/A 23 95 90
7838
imankamyabi
DynamoDB MCP Server ⚡ Claim 2
Enables management of DynamoDB resources through the Model Context Protocol, su…
B 70 5⁄5 ◉ ⏳ 90 53 — 34 74 90
7839
RealDealCPA-VR
Streamline client management, compliance deadlines, and core bookkeeping for yo…
B 70 5⁄4 ◉ ⏳ 80 53 N/A 21 90 95
7840
akramIOT
MCP_AI_SOC_Sher ⚡ Claim
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Ag…
B 70 5⁄5 ◉ ⏳ 78 66 — 39 74 87
7841
kocierik
Consul MCP Server ⚡ Claim 1
Provides access to Consul functionality (services, health checks, KV store, ses…
B 70 5⁄5 ◉ ⏳ 62 100 N/A 45 95 38
7842
parmarjh
Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTM…
B 70 5⁄5 ◉ ⏳ 60 68 — 42 82 94
7843
Magic-Sauce
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
B 70 5⁄5 ◉ ⏳ 94 82 — 42 81 32
7844
dahuangbaojian
Detects Chinese mobile phone number carriers (China Mobile, China Unicom, China…
B 70 5⁄4 ◉ ⏳ 72 38 N/A 39 95 100
7845
Bob-lance
Grok MCP Plugin ⚡ Claim
Provides seamless access to Grok AI's capabilities (chat completion, image unde…
B 70 5⁄5 ◉ ⏳ 92 36 — 49 81 84
7846
rob-9
edstem-mcp ⚡ Claim 1
Exposes the full Ed Discussion API to MCP clients, enabling users to manage thr…
B 70 5⁄5 ◉ ⏳ 68 75 — 35 80 86
7847
erniebrodeur
MCP-Grep ⚡ Claim
A server implementation that exposes grep functionality through the Model Conte…
B 70 5⁄4 ◉ ⏳ 72 33 N/A 63 92 91
7848
osamaloup
Provides file system operations (read, write, list, delete) and Git repository …
B 70 5⁄5 ◉ ⏳ 78 53 — 26 81 100
7849
rocket-connect
MCP Sandbox Claim
Automatically converts JavaScript modules into MCP-compatible servers, making a…
B 70 5⁄5 ◉ ⏳ 96 43 — 56 81 69
7850
AyoubTRD
Enables AI assistants to perform code reviews by providing access to staged fil…
B 70 5⁄5 ◉ ⏳ 66 100 N/A 23 95 51
Showing 7801–7850 of 69052 servers
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