MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11651
cesarvarela
PostgreSQL MCP Server Claim 1
A TypeScript-based Model Context Protocol server that enables AI assistants to …
C 63 54 78 61 N/A 23 92 44
11652
bornpresident
MISP-MCP-SERVER Claim
MISP-MCP-SERVER
C 63 55 78 43 12 81 90
11653
spences10
Integrates Jina.ai's Grounding API with LLMs for real-time, fact-based web cont…
C 63 66 84 70 0 51 81 91
11654
ltcevil
mcp-use Claim
C 63 66 90 55 0 54 80 100
11655
Ramhori
Orchestrates Fireflies, Asana, and Notion MCP servers to automate end-to-end me…
C 63 54 84 40 N/A 40 95 43
11656
mbaas-inc
BaaS-MCP Claim
Enables interaction with AIApp BaaS authentication system through keyword-based…
C 63 55 54 100 31 81 36
11657
PetrefiedThunder
mcp-fred Claim 1
An MCP server that wraps the Federal Reserve Economic Data (FRED) API, providin…
C 63 55 45 63 37 82 89
11658
michaelqshieh
OpenReview MCP Server Claim 1
Connects Claude to OpenReview to facilitate conference reviewer and area chair …
C 63 55 54 37 56 80 90
11659
HawkEyeTheRapper
A deployable Model Context Protocol server on Cloudflare Workers that operates …
C 63 55 48 68 26 84 81
11660
giridhxr
Enables management of user health profiles with capabilities to list, retrieve,…
C 63 55 50 58 25 81 94
11661
OctagonAI
Octagon VC Agents Claim 1
An MCP server that runs AI-driven venture capitalist agents whose thinking is c…
C 63 55 49 62 46 81 76
11662
Bamimore-Tomi
Ghidra MCP Server Claim
Enables LLMs to perform binary analysis using Ghidra in headless mode, extracti…
C 63 54 60 28 N/A 27 95 99
11663
keepview
A Model Context Protocol server that enables real-time communication using Serv…
C 63 54 45 63 N/A 21 95 82
11664
rileylemm
Enables querying a hybrid system that combines Neo4j graph database and Qdrant …
C 63 55 66 35 41 81 90
11665
Polloinfilzato
DM20 Protocol Claim
A comprehensive MCP server for managing AI-assisted Dungeons & Dragons campaign…
C 63 66 94 56 0 48 82 94
11666
madebyaris
Rakit UI AI Claim
Enables AI assistants to present multiple UI component designs in a browser for…
C 63 66 96 58 0 54 77 95
11667
ecosyste-ms
Enables querying package ecosystem data from ecosyste.ms, including package met…
C 63 66 86 61 0 52 80 100
11668
Qihoo360
An implementation of the Model Context Protocol that allows AI models to intera…
C 63 55 48 70 26 80 84
11669
masna-ai
A server that enables AI models to interact with Confluence Data Center through…
C 63 55 72 41 23 76 93
11670
gomarble-ai
A FastMCP-powered server that connects Google Analytics 4 data to Claude Deskto…
C 63 55 60 40 38 80 95
11671
lichman0405
PDF2ZH MCP Server Claim 1
An MCP server that translates scientific PDF documents while preserving origina…
C 63 54 51 32 N/A 50 92 95
11672
zongmin-yu
literateMCP Claim
Server for managing academic literature with structured note-taking and organiz…
C 63 54 72 23 N/A 34 95 87
11673
monad-vibe
Monad MCP Server Claim 1
A Model Context Protocol server that enables AI models to interact with the Mon…
C 63 55 39 56 42 81 98
11674
pipeworx-io
dns Claim
DNS MCP — DNS and network lookup tools
C 63 55 90 0 47 81 97
11675
Barath2812
Enables LLMs to extract content from websites using automated static and dynami…
C 63 54 54 55 N/A 18 90 90
11676
xiaomizhoubaobei
XMZ MCP Server Claim
Enables AI models to interact with Tencent Cloud COS for cloud storage operatio…
C 63 55 54 36 73 81 79
11677
nathanru
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 56 70 21 81 77
11678
trtyr
MCP-Gateway Claim
MCP-Gateway
C 63 55 60 31 47 81 97
11679
craigsdennis
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 70 24 83 83
11680
nikhilchintawar
An MCP server that enables searching for messages and listing channels within a…
C 63 55 57 63 35 82 74
11681
SkanderBS2024
Zoho CRM MCP Server Claim 1
A Model Context Protocol server that integrates AI assistants with Zoho CRM, en…
C 63 54 45 43 N/A 41 90 99
11682
Manifest-Automation
Enables deployment of MCP servers on Cloudflare Workers without authentication …
C 63 55 48 67 24 81 87
11683
whit3rabbit
Provides privacy-focused browser automation using a specialized Firefox fork wi…
C 63 55 60 82 58 80 27
11684
kgprs
google-flights Claim
Interact with Google Flights data to search for one-way, round-trip, and date r…
C 63 55 72 30 37 86 85
11685
jrm-fusional
fusional Claim
Unified MCP gateway that loads 150+ AI tools via a single Docker command. Execu…
C 63 55 66 10 67 81 97
11686
davo20019
A bridge that enables Large Language Models to read from and write to Firebase …
C 63 55 70 33 24 80 100
11687
ChinYoong
Veracode MCP Claim
Enables interaction with the Veracode platform to perform security tasks like r…
C 63 54 60 41 N/A 25 90 94
11688
curtis-d-williams
A deterministic, read-only MCP server that enforces license headers in tracked …
C 63 54 50 32 N/A 50 92 95
11689
888Greys
MCP-Mem0 Claim
A template implementation of the Model Context Protocol server that integrates …
C 63 55 70 30 37 81 96
11690
rt0120-Ramco
Provides comprehensive utility tools including file operations, weather informa…
C 63 54 60 33 N/A 22 95 99
11691
abuzo
Graylog MCP Server Claim
Enables AI assistants to search and analyze logs in Graylog using three powerfu…
C 63 55 60 51 31 81 87
11692
jeweis
Enables saving articles to WeChat Official Account drafts with support for rich…
C 63 55 54 68 23 81 82
11693
MacromNex
gRNAde MCP Server Claim
Enables RNA structure analysis, sequence evaluation, and inverse design using g…
C 63 54 60 33 N/A 27 91 98
11694
09Tns
A humor-focused MCP server that delivers jokes through Microsoft Copilot Studio…
C 63 55 68 17 50 81 100
11695
hteek
Serverless MCP Claim
A serverless implementation of the Model Context Protocol that provides AWS Cos…
C 63 64 86 67 0 32 95 89
11696
tradermonty
Finviz MCP Server Claim 1
Provides comprehensive stock screening and fundamental analysis capabilities us…
C 63 55 78 48 51 80 52
11697
jseifeddine
NetBox MCP Server Claim
Enables read-only interaction with NetBox network documentation and infrastruct…
C 63 55 62 40 45 81 88
11698
josuemj
Provides tools to retrieve and compare detailed information about countries, in…
C 63 55 48 56 28 82 100
11699
dr12hes
engrm Claim
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
C 63 55 90 0 N/A 50 81 94
11700
krsnmlna1
Enables control of Windows PC through Claude Desktop, including executing shell…
C 63 54 60 33 N/A 22 95 97
Showing 11651–11700 of 50330 servers
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