MCP Server Quality Scores

Independent quality analysis of 33641 public MCP servers

33641
Discovered
28827
Scored
2087
Verified
16951
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10851
cdn221
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
C 64 54 48 66 N/A 21 95 82
10852
japisuru
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
C 64 55 54 60 41 81 83
10853
leosebben
mcp-meupc Claim 2
An MCP server for searching PC components and comparing prices across Brazilian…
C 64 55 51 52 74 82 66
10854
Abysswalkr
PortHunter MCP Claim
Analyzes PCAP/PCAPNG network capture files to detect port scanning techniques (…
C 64 54 42 53 N/A 44 95 85
10855
broerjuang
MCP Weather Server Claim
A containerized server that provides weather tools for AI assistants, allowing …
C 64 55 54 100 N/A 21 95 35
10856
devroopsaha744
TexMCP Claim 1
An MCP server that converts LaTeX into high-quality PDF documents. It provides …
C 64 54 57 33 N/A 44 95 93
10857
OMGEverdo
browser-pool-mcp Claim
A dynamic browser pool MCP server that enables multiple concurrent, isolated Pl…
C 64 55 66 82 N/A 27 95 36
10858
burugo
one-mcp Claim
A centralized reverse-proxy platform for MCP servers — manage, group, and expor…
C 64 64 100 40 0 74 95 79
10859
1049861657
A modular dynamic API server based on the MCP protocol that provides rich tool …
C 64 55 66 100 28 76 36
10860
CaptainCrouton89
A starter template for building custom MCP servers that can integrate with Clau…
C 64 55 60 100 25 81 38
10861
franccesco
Bloomy MCP Claim 2
A Model Context Protocol server that connects AI assistants to Bloom Growth's G…
C 64 55 39 82 22 81 92
10862
PhialsBasement
A Model Context Protocol server that enables Claude to perform web research by …
C 64 64 85 60 0 53 88 100
10863
999luan
This MCP ensures consistent naming conventions for variables, database structur…
C 64 54 72 42 N/A 16 92 89
10864
yutakobayashidev
A Cloudflare Workers-based server that extracts clean, formatted text from web …
C 64 55 48 62 46 82 80
10865
etnlbck
Ollama MCP Server Claim
Enables interaction with locally running Ollama models through chat, generation…
C 64 64 84 68 0 29 95 100
10866
b0ttle-neck
mcp-steampipe Claim
This is an MCP written for steampipe. This Steampipe MCP tool allows Claude to …
C 64 54 54 35 N/A 44 95 94
10867
Maxli53
A comprehensive MCP server for Bitrix24 CRM integration that enables AI agents …
C 64 55 78 75 27 81 42
10868
Wildebeest
MCP PDF Forms Claim
A server providing PDF form manipulation tools via MCP's API, allowing users to…
C 64 55 72 33 28 80 99
10869
Dollarhyde
GR-MCP Claim 1
An MCP server that enables natural language-driven creation and management of G…
C 64 54 57 31 N/A 45 90 100
10870
melvi24
Enables AI clients like Cursor and Claude Desktop to interact with the MelviCha…
C 64 54 66 41 N/A 22 87 97
10871
AndrewKlement
A lightweight server that enables AI clients to access and analyze real-time da…
C 64 54 56 30 N/A 43 92 100
10872
JustVarunsai
Provides tools for text file analysis, including metrics like word counts and c…
C 64 54 70 22 N/A 41 89 97
10873
y-nihat
Math MCP Server Claim
Provides mathematical operations through MCP, enabling addition and multiplicat…
C 64 55 60 38 36 82 100
10874
Dineshkumar-Ponnusamy
Enables users to get current weather information for any city using the OpenWea…
C 64 55 66 32 39 82 97
10875
theYahia
getcourse-mcp Claim 2
MCP server for GetCourse API -- users, deals.
C 64 44 47 N/A N/A 58 95 58
10876
adhinugroho1711
A collection of Model Context Protocol servers for cryptocurrency APIs (CoinGec…
C 64 54 66 40 N/A 18 95 90
10877
kenjihikmatullah
Integrates Productboard API into agentic workflows, allowing interaction with c…
C 64 66 96 62 0 40 81 98
10878
kuai0901
iRAG MCP Server Claim 2
A Model Context Protocol server that enables Claude Desktop to generate images …
C 64 55 57 75 22 80 76
10879
bitget-wallet-ai-lab
Exposes Bitget Wallet's ToB API to AI agents for querying multi-chain token dat…
C 64 55 66 40 51 76 89
10880
Devang0907
SolanaBot Claim
Enables interaction with the Solana blockchain through Claude Desktop, allowing…
C 64 55 62 57 29 76 88
10881
intenttext
intenttext-mcp Claim 2
Parse, validate, query, and render IntentText (.it) documents for AI agents
C 64 55 72 70 N/A 39 83 43
10882
tigranbs
Enables real-time communication between client and server using Server-Sent Eve…
C 64 55 72 60 23 82 70
10883
testusuke
Enables AI-powered web research using OpenAI's GPT-5.1 with built-in web search…
C 64 55 54 47 47 81 90
10884
adhikasp
mcp-twikit Claim
Interact with Twitter search and timeline
C 64 55 66 41 45 76 93
10885
FarhanAliRaza
Provides semantic code search capabilities that run 100% locally using Embeddin…
C 64 54 64 30 N/A 35 95 91
10886
ysm1026
Cinema Scheduler Claim 1
An MCP server that scrapes movie theater schedules from eiga.com to provide mov…
C 64 54 69 43 N/A 35 95 68
10887
afshawnlotfi
A Model Context Protocol server that provides browser automation capabilities u…
C 64 54 65 53 N/A 13 82 99
10888
creatorrmode-lead
avp-sdk Claim
Trust, identity (W3C DID), and EigenTrust reputation for AI agents. Attestation…
C 64 55 78 0 67 81 99
10889
ReyNeill
Kontxt MCP Server Claim 1
A Model Context Protocol server that connects AI clients to local code reposito…
C 64 54 71 41 N/A 21 87 91
10890
CaptainCrouton89
A starter template for building custom MCP servers with example implementations…
C 64 54 60 58 N/A 24 80 90
10891
Symfomany
Enables management of culinary recipes through web scraping from sites like Mar…
C 64 55 60 45 30 81 98
10892
wolfe-jam
Grok FAF Claim
Grok asked for MCP on a URL. This is it. First MCP server built for Grok URL-b…
C 64 66 84 60 0 85 80 81
10893
kukapay
funding-rates-mcp Claim
Providing real-time funding rate data across major crypto exchanges.
C 64 55 72 32 39 82 91
10894
nbrain-team
Enables GPT-5 inference via OpenAI API with configurable reasoning effort, verb…
C 64 55 54 63 25 81 92
10895
omni-mcp
isaac-sim-mcp Claim 1
A MCP Server and an extension enables natural language control of NVIDIA Isaac …
C 64 55 71 22 59 83 86
10896
KanvaBhatia-Alaan
slack-indexed Claim 1
An MCP server for semantic search and retrieval of indexed Slack messages store…
C 64 55 45 66 30 81 96
10897
Jazastry
Enables advanced options analysis and strategy evaluation through Yahoo Finance…
C 64 55 78 33 37 81 84
10898
andrey-zhuravl
MCP Desktop Tools Claim
Enables searching text across configured local workspaces using ripgrep. Provid…
C 64 54 60 28 N/A 44 95 91
10899
benshabbat
Enables full automation of Sport5 Fantasy League management including team anal…
C 64 54 78 62 N/A 21 90 55
10900
curio184
Zaifer-MCP Claim
Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchang…
C 64 55 66 38 37 82 93
Showing 10851–10900 of 33641 servers
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