MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2851
jeffkit
Enables users to search for high-quality photos on Unsplash with support for ad…
B 77 55 90 68 41 81 94
2852
entira
ArchiMate MCP Server Claim 1
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
B 77 55 86 87 59 84 59
2853
agenticstore
agentic-store-mcp Claim 1
A collection of self-hosted, open-source tools that enable AI agents to perform…
B 77 55 66 100 53 81 79
2854
bsim0927
Enables interaction with the TexasSolver poker solver to run game theory optima…
B 77 54 96 58 N/A 24 95 94
2855
collapseindex
ci1t-mcp Claim 1
CI-1T prediction stability engine. Detect ghosts, evaluate drift, monitor fleet…
B 77 55 60 100 N/A 48 83 87
2856
forayconsulting
Make MCP Server Claim
This server enables AI assistants to discover, parameterize, and trigger Make.c…
B 77 55 84 68 56 78 93
2857
aws
AWS MCP Server Claim
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workf…
B 77 54 80 37 N/A 92 95 91
2858
AungMyoKyaw
betterprompt-mcp Claim 1
MCP server for AI-enhanced prompt engineering and request conversion.
B 77 54 75 63 N/A 68 90 88
2859
bitrise-io
bitrise-mcp Claim 1
MCP Server for the [Bitrise](https://bitrise.io) API, enabling app management, …
B 77 66 56 80 97 54 81 88
2860
GongRzhe
Enables querying documents through a Langflow backend using natural language qu…
B 77 55 94 100 43 81 49
2861
Cyreslab-AI
Satellite Tracking MCP Server
B 77 55 84 75 40 81 95
2862
arian-gogani
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
B 77 44 72 N/A N/A 35 95 96
2863
halfaipg
Intelligent domain name suggestion service that checks real-time availability a…
B 77 55 88 72 44 81 91
2864
niradler
dependency-mcp Claim 2
MCP server for checking package versions across multiple package managers
B 77 55 85 100 N/A 30 95 55
2865
evrimalacan
Enables AI assistants to interact with BambooHR's API through natural language …
B 77 54 80 62 N/A 50 92 95
2866
Gitmaxd
Create, update, and delete short links effortlessly with this server. Integrate…
B 77 55 85 68 N/A 47 82 93
2867
andydukes
MCP-Flowise Claim
A Python package that implements a Model Context Protocol server for integratin…
B 77 55 78 82 47 80 93
2868
igorvieira
MCP Component Review Claim 1
Analyzes React component changes by performing structural analysis and generati…
B 77 55 90 66 48 78 95
2869
seekrays
mcp-monitor Claim
A system monitoring tool that exposes system metrics via the Model Context Prot…
B 77 54 70 56 N/A 68 92 100
2870
Lspace-io
An open-source server implementing the Model Context Protocol (MCP) that enable…
B 77 55 100 68 27 77 98
2871
daniel-lxs
mcp-perplexity Claim 3
MCP Server for the Perplexity API.
B 77 55 71 68 75 80 96
2872
danielmeint
todo-txt-mcp Claim
Connects AI assistants to todo.txt files, enabling task management through natu…
B 77 54 70 53 N/A 72 92 100
2873
appliedrelevance
Frappe MCP Server Claim 1
Enables interaction with Frappe Framework sites through comprehensive document …
B 77 55 84 82 34 81 94
2874
Alexander-Herranz
Provides access to cryptocurrency market data, exchange information, and blockc…
B 77 55 74 82 53 81 90
2875
CryptoAPIs-io
mcp-address-latest Claim 1
MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addre…
B 77 66 81 76 94 42 74 83
2876
PabloLION
MCP Echo Env Claim
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
B 77 55 60 87 N/A 35 95 100
2877
hyunjae-labs
Enables Excel file manipulation through Microsoft's official COM automation int…
B 77 55 60 82 N/A 43 95 98
2878
bhouston
An open source implementation of the Claude built-in text editor tool
B 77 55 84 100 N/A 51 90 47
2879
2b3pro
markdown2pdf-mcp Claim 2
An MCP server for converting Markdown documents to PDF files.
B 77 54 71 63 N/A 67 89 94
2880
GIT-Viz-Team
GitViz MCP Claim
Visualizes Git history and commit logs with before/after animations for operati…
B 77 54 68 68 N/A 55 95 97
2881
greatSumini
nanobanana-api-mcp Claim 1
B 77 54 80 72 N/A 47 90 89
2882
Warzuponus
MCP JIRA Server Claim 1
Enables AI applications to manage JIRA issues, workflows, and tasks through a s…
B 77 55 90 66 45 80 96
2883
timothywarner-org
prompt-pro Claim
Master AI prompting for business innovation. O'Reilly Live Learning course by T…
B 77 54 78 45 N/A 69 95 99
2884
psh4607
Enables AI to interact with multiple Swagger/OpenAPI specifications by listing …
B 77 55 90 60 53 82 91
2885
Talljack
MCP Server Trending Claim 1
一站式热门榜单聚合MCP服务器,让AI助手能够实时查询GitHub、Hacker News、Product Hunt等27+平台的热门内容,专为独立开发者和技…
B 77 55 72 91 N/A 74 95 50
2886
kagisearch
kagimcp Claim
Official Kagi Search MCP Server.
B 77 55 76 70 56 85 93
2887
rossshannon
Weekly Weather MCP server which returns 7 full days of detailed weather forecas…
B 77 55 84 68 56 83 89
2888
bazinga012
MCP Code Executor Claim 1
Allows LLMs to execute Python code in a specified Conda environment, enabling a…
B 77 54 90 58 N/A 48 87 92
2889
ofershap
Docker operations — manage containers, images, volumes, networks, and compose s…
B 77 55 55 100 N/A 53 95 77
2890
stabgan
All-in-one multimodal MCP for 300+ OpenRouter models: text chat, image / audio …
B 77 55 96 68 41 76 94
2891
swadegeiger1
word-mcp Claim 2
Enables reading, creating, and appending content to Microsoft Word (.docx) file…
B 77 55 90 100 N/A 47 90 42
2892
jasonxkensei
xProof Claim 1
Proof primitive for AI agents on MultiversX. Anchor file hashes on-chain as ver…
B 77 66 71 84 88 34 81 92
2893
namanxajmera
Reddit Scraper Claim
Scrapes and queries Reddit posts, comments, and media from subreddits and user …
B 77 54 78 51 N/A 68 95 94
2894
kazuph
🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket…
B 77 55 78 82 N/A 37 90 86
2895
ruslanmv
Enables AI agents to clone entire websites, download files, manage authenticati…
B 77 55 96 43 71 81 92
2896
mahathirmuh
MCP SSH Server Claim 1
Enables seamless SSH operations including secure connections, file transfers, i…
B 77 55 94 100 N/A 31 95 44
2897
triptych
A server that provides access to the Opera Omnia collection of JSON datasets fo…
B 77 55 94 58 45 81 100
2898
Keeper-Security
KSM MCP is a Model Context Protocol (MCP) server that acts as a secure intermed…
B 77 54 88 43 N/A 67 92 95
2899
jitbit
jitbit-helpdesk Claim 1
MCP server for Jitbit Helpdesk — search and read support tickets from AI assist…
B 77 44 73 N/A N/A 55 83 94
2900
an8888allen-maker
Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, …
B 77 55 84 60 56 81 100
Showing 2851–2900 of 67181 servers
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