MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6951
shashwatgtm
impact-mcp Claim 1
Hypothesis-Driven B2B Positioning Engine - 8 strategic positioning tools
B 71 55 84 91 N/A 29 95 35
6952
timkulbaev
mcp-linkedin Claim 1
LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by defau…
B 71 55 63 58 64 80 94
6953
ssv445
A Model Context Protocol server that enables image generation and retrieval fro…
B 71 55 71 100 N/A 31 95 41
6954
sritajkumarpatel
A learning project demonstrating how to build MCP servers with Python, featurin…
B 71 54 74 50 N/A 27 95 100
6955
packetracer
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
B 71 55 78 68 26 81 89
6956
madhukarkumar
Interact with SingleStore databases using a standardized protocol. Execute quer…
B 71 55 92 82 N/A 25 88 48
6957
dmegabyte
Enables Claude to read, write, append, and clear data in Google Sheets directly…
B 71 55 78 100 32 81 46
6958
iamarunbrahma
mediallm Claim
B 71 54 84 33 N/A 60 90 88
6959
steel-dev
steel-mcp-server Claim 1
MCP Server for interacting with a Steel web browser
B 71 54 81 40 N/A 40 95 92
6960
vvarp
openapi-slice-mcp Claim
B 71 54 66 38 N/A 64 92 98
6961
seek-your-way-out
Enables interaction with Cloudflare D1 databases through natural language by pr…
B 71 55 86 52 29 81 96
6962
tenzir
Tenzir MCP Server Claim
Enables AI assistants to interact with security data pipelines and map data to …
B 71 54 54 47 N/A 74 95 92
6963
dhinojosac
A comprehensive template for building MCP servers with TypeScript, Fastify, and…
B 71 55 72 66 29 81 100
6964
DemeoStep
Provides secure, read-only access to PostgreSQL databases for schema inspection…
B 71 55 78 61 23 81 100
6965
cristip73
Enables Claude and other AI assistants to read, write, and manipulate Dynalist.…
B 71 55 68 70 31 81 95
6966
mlava
Resolve any scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, ADS bibc…
B 71 54 78 56 55 84 77
6967
devbrother2024
A boilerplate project for quickly developing MCP servers with TypeScript, featu…
B 71 55 66 72 29 81 98
6968
amurshak
CongressMCP-full Claim
The open Congress.gov MCP server. Provides comprehensive access to the Congress…
B 71 55 84 48 55 82 84
6969
oregpt
Enables AI agents to interact with Slack workspaces through OAuth authenticatio…
B 71 55 78 75 22 81 83
6970
starlink-awaken
MCP OpenClaw Claim 2
An MCP server that integrates with the OpenClaw API to enable AI assistants to …
B 71 55 69 55 64 76 92
6971
markswendsen-code
yelp Claim 2
MCP server for Yelp - search businesses, read reviews, make reservations
B 71 54 75 57 N/A 32 90 94
6972
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
6973
focus-digital
Indexes the locally-installed @trussworks/react-uswds package and helps code as…
B 71 54 74 58 N/A 27 95 90
6974
juparave
Gemini MCP Server Claim
Enables comprehensive codebase analysis using Google's Gemini CLI and its massi…
B 71 54 78 56 N/A 26 95 91
6975
chacebot
MCP Xcode Server Claim 2
An MCP server that provides tools for programmatically interacting with Xcode p…
B 71 54 71 50 N/A 46 87 99
6976
hply
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
B 71 55 88 58 24 82 91
6977
bmorphism
Facilitates the creation of mathematical diagrams using natural language throug…
B 71 54 80 55 N/A 36 90 87
6978
duolingo
slack-mcp Claim
OAuth-based multi-user Slack MCP server with HTTP transport
B 71 54 78 45 N/A 43 90 92
6979
Ripnrip
Gamifies your development environment with authentic Quake 3 Arena achievement …
B 71 55 78 67 34 81 87
6980
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
6981
pr0methevs
A TypeScript-based MCP server template using Express.js and Server-Sent Events,…
B 71 55 86 50 24 81 100
6982
neomody77
MCP Mail Organizer Claim
Enables comprehensive email management through IMAP/SMTP protocols with tools f…
B 71 55 84 58 21 81 99
6983
nickels
Provides semantic search and intelligent access to SAP AI Core documentation fo…
B 71 55 78 83 N/A 26 95 58
6984
code-rabi
Mews MCP Claim 1
This MCP server provides comprehensive access to the Mews hospitality platform …
B 71 55 84 82 40 81 54
6985
liiklin
A Model Context Protocol server that enables AI assistants like Cursor to direc…
B 71 55 65 100 47 81 51
6986
NightTrek
Moondream MCP Server Claim 2
A powerful server that integrates the Moondream vision model to enable advanced…
B 71 54 78 55 N/A 40 84 92
6987
huntkil
An MCP (Model Context Protocol) server for efficiently managing Markdown docume…
B 71 54 80 51 N/A 18 95 99
6988
bethmaloney
RDL MCP Server Claim
Edit SSRS reports using AI - simple tools to read and modify RDL files
B 71 54 84 30 N/A 49 91 96
6989
johnjjung
Vitally MCP Server Claim 1
An MCP server that provides access to Vitally customer data, allowing users to …
B 71 55 69 66 36 76 100
6990
greatSumini
Puppeteer Swarm MCP Claim 1
Enables browser automation with concurrent tab pool management using Puppeteer.…
B 71 55 78 100 N/A 54 95 13
6991
marlinkcyber
Enables DNS and email security analysis through passive and active scanning cap…
B 71 55 66 82 21 81 94
6992
michaelbaker-dev
A video analysis system that uses AI vision models to process, analyze, and que…
B 71 54 84 30 N/A 50 95 92
6993
hugohow
mcp-audio-analysis Claim
MCP to analyse local audio file.
B 71 54 76 47 N/A 49 90 89
6994
TYLERSFOSTER
Enables LLMs to control synthesizer parameters in real-time by translating natu…
B 71 54 90 28 N/A 32 95 100
6995
jackyang25
Provides geolocation services including finding nearby transit stops and retrie…
B 71 55 84 61 21 81 97
6996
funsjanssen
Faker MCP Server Claim
Generates realistic mock data using Faker.js for database seeding, API testing,…
B 71 55 90 82 50 81 38
6997
akalaric
MCP_WolframAlpha Claim
MCP\_WolframAlpha
B 71 55 72 50 57 81 97
6998
JMitac
Performs automated web accessibility audits following WCAG standards using axe-…
B 71 54 84 50 N/A 23 95 90
6999
johnzfitch
pyghidra-lite Claim 1
Token-efficient Ghidra RE: decompile, xrefs, Swift/ObjC, ELF/Mach-O, async anal…
B 71 54 66 31 N/A 88 89 91
7000
BrennerSpear
Twilio MCP Claim
Enables sending SMS text messages through Twilio's messaging service with a sim…
B 71 55 80 60 27 81 97
Showing 6951–7000 of 47066 servers
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