MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6851
QianJue-CN
Random.org MCP Server Claim 1
A Model Context Protocol server that provides access to api.random.org for gene…
B 71 55 63 62 45 81 100
6852
mehmetozcan-zz
KnowledgeBaseMCP Claim
Enables AI assistants to extract and analyze text content from various document…
B 71 54 78 53 N/A 40 87 89
6853
YogaSakti
Provides real-time Indonesian stock market (IDX) data including prices, technic…
B 71 55 78 100 N/A 32 90 39
6854
MokhtarLahjaily
Word MCP Claim
Enables programmatic generation of Microsoft Word documents (.docx) from AI-gen…
B 71 54 70 63 N/A 27 95 90
6855
PhialsBasement
Enables browser automation for LLMs on Linux display servers, supporting web in…
B 71 54 86 55 N/A 23 80 99
6856
ftaxats
Enables integration with SalesHandy API to manage email campaigns, templates, a…
B 71 55 72 70 26 81 98
6857
ReexpressAI
Reexpress MCP Server
B 71 54 74 28 N/A 61 95 100
6858
lgariv
SSH MCP Server Claim
Enables SSH connectivity and remote command execution on servers, allowing user…
B 71 55 72 100 47 81 44
6859
YuheiNakasaka
A simple TypeScript-based MCP server that implements a notes system, allowing u…
B 71 55 78 100 N/A 17 95 45
6860
microsoft
markitdown Claim
MCP tool access to MarkItDown -- a library that converts many file formats (loc…
B 71 54 72 30 N/A 72 94 94
6861
LangGPT
MCP Fetch Claim 1
A Model Context Protocol server that allows LLMs to retrieve and convert web co…
B 71 55 69 100 49 81 45
6862
G3sparky
A Windows-native MCP server that enables users to paste images, Excel tables, r…
B 71 54 84 56 N/A 24 87 93
6863
LostInBrittany
The MCP server provides access to Clever Cloud's documentation, allowing users …
B 71 54 72 50 N/A 38 90 100
6864
AminForou
mcp-gsc Claim
Google Search Console Insights with Claude AI for SEOs
B 71 54 82 41 N/A 37 90 98
6865
drivenrajat
F1 Data Server Claim 2
Access Formula 1 race data, telemetry, lap times, standings, and analytics powe…
B 71 55 66 82 N/A 62 95 42
6866
ach968
Finnhub MCP Server Claim 2
An MCP server that provides access to financial market data via the Finnhub API…
B 71 55 69 72 27 82 93
6867
Sheepion
Enables AI assistants to load, parse, and query OpenAPI/Swagger documentation f…
B 71 55 72 68 21 82 100
6868
dinesh-nalla-se
playwright-mcp Claim 1
Playwright Tools for MCP
B 71 55 62 100 N/A 54 83 46
6869
kambriso
Control AVM FRITZ!Box routers - manage devices, WiFi, network settings, parenta…
B 71 54 60 67 N/A 46 87 90
6870
karayaman
Interact with the Lichess chess platform using natural language. Manage your ac…
B 71 55 85 65 N/A 43 81 68
6871
dgunning
EdgarTools Claim 1
Open-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API …
B 71 55 94 0 N/A 92 81 95
6872
halans
A local MCP server that allows AI systems to search and retrieve information fr…
B 71 55 54 100 N/A 29 95 64
6873
kristijan-rotim
An MCP server for managing Maven dependency versions using direct metadata pars…
B 71 55 85 100 24 81 44
6874
tejas-borate-wai
Provides real-time access to Material-UI component documentation, enabling user…
B 71 55 78 91 29 81 61
6875
gedin-eth
Provides real-time college football game scores, betting odds, player statistic…
B 71 55 78 63 30 81 93
6876
INFORMERadm
crypt-r Claim
B 71 54 66 55 N/A 44 90 97
6877
jorekai
Provides access to Deutsche Bahn train timetables, station information, and sch…
B 71 55 78 100 45 81 39
6878
JoeyRubas
Celery MCP Claim
Enables interaction with Celery distributed task queues through MCP tools. Supp…
B 71 55 54 82 42 81 92
6879
Euda1mon1a
koa-fhe Claim
Confidential coprocessor — compute on encrypted data via FHE. Server never sees…
B 71 54 72 40 N/A 51 95 93
6880
multiversx
MultiversX MCP Server Claim 1
Enables interaction with the MultiversX blockchain, allowing users to create wa…
B 71 55 62 100 N/A 29 100 49
6881
jcwleo
CCXT MCP Server Claim 1
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
B 71 55 63 68 54 81 90
6882
hloiseau
mcp-gopls Claim
Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, …
B 71 55 72 36 N/A 81 81 93
6883
mjpitz
RFC MCP Server Claim 2
An MCP server that enables programmatic access to IETF RFC documents, allowing …
B 71 55 75 100 42 83 40
6884
AIWerk
MCP Catalog Claim
A searchable directory of MCP server recipes that enables AI agents to discover…
B 71 55 76 66 53 82 70
6885
kumaran-is
MCP Weather Server Claim
Provides real-time weather information and multi-day forecasts using the Open-M…
B 71 55 86 100 33 81 37
6886
hply
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
B 71 55 88 58 24 82 91
6887
sgup
Enables searching and retrieving icons from The Noun Project API with advanced …
B 71 55 78 67 23 81 94
6888
Raroford32
debank-mcp-server Claim
B 71 54 78 48 N/A 43 90 91
6889
lecigarevolant
arXiv MCP Server Claim
Enables interaction with arXiv.org to search scholarly articles, retrieve metad…
B 71 55 90 36 44 81 100
6890
DynamicEndpoints
supabase-mcp Claim 2
An MCP server that provides tools for interacting with Supabase databases, stor…
B 71 55 69 66 45 71 98
6891 B 71 54 66 48 N/A 55 92 94
6892
EmanuelJr
web3-mcp-server Claim
Enable to request information from EVM chains
B 71 55 80 58 26 81 97
6893
yoriichi-07
Multi Orchestrator Claim
Coordinate specialized roles to plan, build, test, and deploy applications end …
B 71 54 84 43 N/A 34 95 89
6894
ravikiranvm
Enables natural language analysis of AWS costs, automated FinOps waste audits, …
B 71 54 70 43 N/A 64 94 88
6895
Zaptimist
Enables AI assistants to execute commands on a Proxmox host via SSH with built-…
B 71 55 78 91 N/A 31 90 46
6896
Rohitkumar0056
A web application for securely managing GitHub tokens and providing centralized…
B 71 55 96 71 21 81 69
6897
Vic563
Provides Minesweeper game functionality through the Model Context Protocol, all…
B 71 55 84 83 N/A 23 95 51
6898
michalnaka
A Model Context Protocol server that enables downloading and parsing Substack p…
B 71 55 75 100 N/A 22 95 45
6899
amitpuri
A serverless MCP server deployed on Vercel that provides basic utility tools in…
B 71 55 86 40 36 83 100
6900
vparlapalli490
An implementation that enables Claude to connect to ServiceNow instances, allow…
B 71 55 84 58 49 76 81
Showing 6851–6900 of 66455 servers
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