MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23551
fiddlecube
compliant-llm ⚡ Claim
Build Secure and Compliant AI agents and MCP Servers. YC W23
C 58 4⁄3 ◐ ⏳ 54 22 N/A 65 95 —
23552
markswendsen-code
mcp-publix Claim 2
An MCP server that enables users to search for Publix products, find store loca…
C 58 4⁄4 ◐ ⏳ 81 25 — 30 82 —
23553
chalshik
mcp-infra ⚡ Claim
Enables AI assistants to identify processes listening on specific network ports…
C 58 3⁄3 ◐ ⏳ 48 N/A N/A 27 95 —
23554
X3r0K
BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementa…
C 58 4⁄4 ◐ ⏳ 58 51 — 42 76 —
23555
yaniv-golan
mcp-bash Claim
A framework for building Model Context Protocol (MCP) servers using pure Bash s…
C 58 4⁄4 ◐ ⏳ 60 7 — 85 85 —
23556
DiederichSolis
Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Dr…
C 58 4⁄4 ◐ ⏳ 50 68 — 27 81 —
23557
BACH-AI-Tools
Enables sentiment analysis of text blocks using the Api Ninjas API, returning s…
C 58 4⁄4 ◐ ⏳ 50 55 — 45 80 —
23558
Fayeblade1488
Enables browser automation through Playwright with persistent sessions and cook…
C 58 4⁄3 ◐ ⏳ 48 43 N/A 46 95 —
23559
vanman2024
CATS MCP Server ⚡ Claim
Enables interaction with CATS (Complete Applicant Tracking System) API v3 throu…
C 58 4⁄4 ◐ ⏳ 72 40 — 29 80 —
23560
lesleslie
Session Buddy ⚡ Claim
Provides comprehensive session management for Claude Code with automatic initia…
C 58 4⁄3 ◐ ⏳ 48 28 N/A 66 95 —
23561
sharmashivanand
Implements a Model Context Protocol server for WordPress that enhances VS Code …
C 58 4⁄3 ◐ ⏳ 60 33 N/A 40 95 —
23562
Azure-Samples
A cloud-based custom MCP server using Azure Functions that enables saving and r…
C 58 4⁄4 ◐ ⏳ 54 36 — 65 80 —
23563
medelman17
case-chronology-mcp ⚡ Claim 1
A Model Context Protocol server for building and managing chronological timelin…
C 58 3⁄3 ◐ ⏳ 51 N/A N/A 19 95 —
23564
UnitApi
A Python framework that enables secure hardware control through the Model Conte…
C 58 4⁄4 ◐ ⏳ 60 33 — 56 80 —
23565
aliyun
A universal interface that enables AI Agents to seamlessly communicate with Adb…
C 58 4⁄4 ◐ ⏳ 62 41 — 49 78 —
23566
Havoc24k
AWS MCP Server ⚡ Claim
Enables Claude to interact with core AWS services like S3, EC2, RDS, and CloudW…
C 58 4⁄4 ◐ ⏳ 60 40 — 49 81 —
23567
BACH-AI-Tools
Provides access to the API Ninjas Country API, allowing users to query detailed…
C 58 4⁄4 ◐ ⏳ 50 60 — 42 80 —
23568
hope1026
Roblox MCP ⚡ Claim 1
MCP server and plugin for Roblox Studio — control scripts, terrain, assets, and…
C 58 4⁄3 ◐ ⏳ 54 20 N/A 62 96 —
23569
KKonuru
Gurobi MCP Claim
Enables AI applications to solve optimization problems including linear program…
C 58 4⁄3 ◐ ⏳ 54 57 N/A 22 89 —
23570
manasp21
Psi MCP Server Claim 1
Enable seamless integration of language models with external data sources and t…
C 58 4⁄3 ◐ ⏳ 56 58 N/A 18 90 —
23571
qingyun-ag2
Zoom MCP Server ⚡ Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 58 4⁄3 ◐ ⏳ 60 47 N/A 21 95 —
23572
rigzindorje
An MCP (Model Context Protocol) server that enables interaction with the Cisco …
C 58 4⁄3 ◐ ⏳ 60 45 N/A 21 95 —
23573
V-Sekai-fire
Solve constraint programming problems with MiniZinc.
C 58 3⁄3 ◐ ⏳ 42 N/A N/A 37 95 —
23574
denisalmeida
Enables interaction with Twenty CRM through a Model Context Protocol server. Pr…
C 58 4⁄4 ◐ ⏳ 72 42 — 23 81 —
23575
davidlin2k
ONOS MCP Server ⚡ Claim 1
A Model Context Protocol server that provides programmatic access to ONOS SDN c…
C 58 4⁄4 ◐ ⏳ 73 38 — 41 74 —
23576
rahulkr
Enables comprehensive control of Android devices via ADB for Flutter developmen…
C 58 4⁄3 ◐ ⏳ 60 27 N/A 44 95 —
23577
eiceblue
A robust solution that enables AI agents to create, read, modify, and convert E…
C 58 4⁄4 ◐ ⏳ 72 31 — 46 77 —
23578
AshwinSundar
Ever wonder what our (US) Congress is up to? Fed up with the news? Ask Congress…
C 58 4⁄4 ◐ ⏳ 60 42 — 45 81 —
23579
druellan
llms-mcp ⚡ Claim 1
An MCP server that exposes the llms.txt file and its referenced local or extern…
C 58 4⁄3 ◐ ⏳ 45 55 N/A 43 90 —
23580
alderban107
hyprland-mcp ⚡ Claim 1
An MCP server for Hyprland desktop automation that allows AI assistants to see …
C 58 4⁄3 ◐ ⏳ 61 31 N/A 45 89 —
23581
ofershap
ai-context-kit ⚡ Claim
Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot.
C 58 4⁄3 ◐ ⏳ 64 12 N/A 60 95 —
23582
ArkVex
Native_MCP ⚡ Claim
An extensible Model Context Protocol server that enables AI assistants like Cla…
C 58 4⁄4 ◐ ⏳ 72 31 — 41 81 —
23583
dedalus-labs
linear-mcp ⚡ Claim 1
A Model Context Protocol server that enables interaction with Linear workspaces…
C 58 4⁄4 ◐ ⏳ 57 41 — 48 82 —
23584
DTDucas
chm to markdown and vectorDB
C 58 4⁄3 ◐ ⏳ 56 28 N/A 58 92 —
23585
tstapler
Sleeper MCP Server ⚡ Claim
A server that integrates Sleeper fantasy sports data with Goose AI through the …
C 58 4⁄4 ◐ ⏳ 56 61 — 26 83 —
23586
itz4blitz
JMX-MCP Claim
A powerful Model Context Protocol (MCP) server that enables AI assistants like …
C 58 4⁄3 ◐ ⏳ 64 21 N/A 50 95 —
23587
avanishd-3
Math MCP Server ⚡ Claim
Enables basic arithmetic operations (addition, subtraction, multiplication, div…
C 58 4⁄3 ◐ ⏳ 56 32 N/A 46 95 —
23588
go-nunu
nunu Claim
A CLI tool for building Go applications.
C 58 4⁄3 ◐ ⏳ 56 15 N/A 70 95 —
23589
city-tech
getpay_mcp Claim
C 58 3⁄3 ◐ ⏳ 48 N/A N/A 27 95 —
23590
royisme
Transforms code repositories and development documentation into a queryable Neo…
C 58 4⁄4 ◐ ⏳ 64 31 — 53 82 —
23591
laurynas-biveinis
Elisp (Emacs Lisp) development support tools, running in Emacs
C 58 3⁄3 ◐ ⏳ 30 N/A N/A 54 95 —
23592
markswendsen-code
Aldi MCP Server ⚡ Claim 2
An MCP server that enables users to search the Aldi product catalog, find store…
C 58 4⁄4 ◐ ⏳ 81 25 — 30 82 —
23593
Jacob-J-Thomas
user-prompt Claim 1
An MCP server that enables AI agents to ask users clarifying questions via pop-…
C 58 3⁄3 ◐ ⏳ 39 N/A N/A 42 95 —
23594
StreamEstate
stream-estate ⚡ Claim 1
MCP server for the Stream.estate French real estate API. Search properties, get…
C 58 3⁄3 ◐ ⏳ 53 — — 35 83 —
23595
bassilkhilo-ag2
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 58 4⁄4 ◐ ⏳ 60 62 — 21 81 —
23596
anish5256
Zerodha MCP Server ⚡ Claim
Enables natural language access to Zerodha trading accounts for retrieving port…
C 58 3⁄3 ◐ ⏳ 48 N/A N/A 27 95 —
23597
BACH-AI-Tools
Enables users to fetch random jokes from the API Ninjas Jokes API. Supports ret…
C 58 4⁄4 ◐ ⏳ 50 57 — 45 80 —
23598
NeuZhou
StratEvo Claim
Quantitative trading: quotes, backtesting, screening, and genetic algorithm str…
C 58 3⁄3 ◐ ⏳ 48 N/A N/A 24 95 —
23599
okets
folder-mcp ⚡ Claim
Enables LLMs to securely read, search, and analyze local file systems through t…
C 58 4⁄3 ◐ ⏳ 48 51 N/A 41 90 —
23600
amirshk
Secure credential management for MCP servers leveraging system-native keychain …
C 58 4⁄3 ◐ ⏳ 64 40 N/A 33 89 —
Showing 23551–23600 of 69236 servers
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