MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6901
drQedwards
PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.
B 71 5⁄4 ◉ ⏳ 72 31 N/A 72 95 91
6902
yanmxa
OCM MCP Server ⚡ Claim
A gateway that enables Generative AI systems to interact with and manage multip…
B 71 5⁄4 ◉ ⏳ 70 68 N/A 23 95 89
6903
tokenizin
Fetch MCP Server ⚡ Claim 2
Provides functionality to fetch web content in various formats, including HTML,…
B 71 5⁄5 ◉ ⏳ 90 47 — 19 83 100
6904
hply
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
B 71 5⁄5 ◉ ⏳ 88 58 — 24 82 91
6905
manishamishraacc
A server that provides browser automation capabilities using Playwright, enabli…
B 71 5⁄5 ◉ ⏳ 84 43 — 51 81 94
6906
amidvidy
Anki MCP Server ⚡ Claim
Provides tools for managing Anki decks, notes, and note types via the Model Con…
B 71 5⁄4 ◉ ⏳ 72 60 N/A 28 89 99
6907
kazuph
Model Context Protocol server for Gmail integration. This allows Claude Desktop…
B 71 5⁄5 ◉ ⏳ 72 72 — 39 78 87
6908
54yyyu
code-mcp ⚡ Claim
Enables Claude AI to run terminal commands, perform file operations, and manage…
B 71 5⁄4 ◉ ⏳ 88 31 — 42 95 91
6909
amannm
DoorDash MCP Server ⚡ Claim 1
Enables interaction with the DoorDash Drive API to create, manage, and track de…
B 71 5⁄5 ◉ ⏳ 92 95 — 24 81 41
6910
neosun100
notebookLM2PPT ⚡ Claim
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
B 71 5⁄5 ◉ ⏳ 72 57 — 47 81 93
6911
alex-abrams711
Provides AI assistants with access to private React component library documenta…
B 71 5⁄4 ◉ ⏳ 68 60 N/A 24 95 98
6912
Selenium39
Qiita API MCP Server ⚡ Claim 1
Enables interaction with Qiita, a Japanese developer community platform, throug…
B 71 5⁄5 ◉ ⏳ 80 100 — 43 76 40
6913
erithwik
mcp-hn ⚡ Claim 1
An MCP server to search Hacker News, get top stories, and more.
B 71 5⁄5 ◉ ⏳ 77 50 — 48 82 92
6914
vishnumouli
Enables searching for keywords in files with support for case-sensitive/insensi…
B 71 5⁄4 ◉ ⏳ 78 57 N/A 24 90 94
6915
cristip73
Enables Claude and other AI assistants to read, write, and manipulate Dynalist.…
B 71 5⁄5 ◉ ⏳ 68 70 — 31 81 95
6916
team-tissis
NoLang MCP Server ⚡ Claim
Enables MCP clients like Claude Desktop to generate AI-powered videos through t…
B 71 5⁄5 ◉ ⏳ 60 72 — 41 81 96
6917
tim10002
Provides tools for listing and querying Azure resources directly from any MCP c…
B 71 5⁄5 ◉ ⏳ 72 82 — 19 80 89
6918
BACH-AI-Tools
Postgres MCP Pro ⚡ Claim
Enables comprehensive PostgreSQL database management including index tuning, qu…
B 71 5⁄5 ◉ ⏳ 88 30 — 53 82 98
6919
packetracer
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
B 71 5⁄5 ◉ ⏳ 78 68 — 26 81 89
6920
context-space
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
B 71 5⁄4 ◉ ⏳ 84 43 N/A 47 95 80
6921
sesopenko
mcp-base Claim
A bare-bones FastMCP server template designed to serve as a starting point for …
B 71 5⁄4 ◉ ⏳ 76 36 N/A 51 92 100
6922
davidsimoes
digisign-mcp Claim 1
MCP server for DigiSign.cz digital signature API — create, send, and manage dig…
B 71 5⁄5 ◉ ⏳ 57 72 — 51 80 95
6923
bitscorp-mcp
A Node.js server that enables video manipulation through natural language reque…
B 71 5⁄4 ◉ ⏳ 54 68 N/A 34 95 100
6924
hloiseau
mcp-gopls Claim
Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, …
B 71 5⁄5 ◉ ⏳ 72 36 N/A 81 81 93
6925
reidar80
Enables comprehensive access to the Norwegian Business Registry API for queryin…
B 71 5⁄5 ◉ ⏳ 78 91 — 40 81 51
6926
L3-N0X
Minecraft Wiki MCP ⚡ Claim 1
Searches and queries the official minecraft wiki to answer any minecraft-relate…
B 71 5⁄5 ◉ ⏳ 75 57 N/A 32 87 96
6927
infinyte
A unified API server that enables interaction with multiple AI model providers …
B 71 5⁄5 ◉ ⏳ 78 56 — 35 80 99
6928
GH05TCREW
Provides a bridge between large language models and the Metasploit Framework, e…
B 71 5⁄5 ◉ ⏳ 86 43 — 50 81 90
6929
araxiaonline
MySQL MCP Server ⚡ Claim
A lightweight server for executing SQL queries and inspecting schemas across mu…
B 71 5⁄5 ◉ ⏳ 100 36 — 24 81 99
6930
blazickjp
Shell MCP Server ⚡ Claim
A secure server that enables AI applications to execute shell commands in speci…
B 71 5⁄5 ◉ ⏳ 94 36 — 43 81 92
6931
sgup
Enables searching and retrieving icons from The Noun Project API with advanced …
B 71 5⁄5 ◉ ⏳ 78 67 — 23 81 94
6932
YuheiNakasaka
A simple TypeScript-based MCP server that implements a notes system, allowing u…
B 71 5⁄5 ◉ ⏳ 78 100 N/A 17 95 45
6933
db-mattmolony
Enables deployment and hosting of custom MCP servers on Databricks Apps platfor…
B 71 5⁄5 ◉ ⏳ 78 61 — 30 81 94
6934
jamesbrink
MCP Server for Coroot ⚡ Claim 1
A Model Context Protocol server that provides seamless integration with Coroot …
B 71 5⁄5 ◉ ⏳ 73 45 — 61 80 99
6935
lbeatu
Slack MCP Server ⚡ Claim
Enables interaction with Slack workspaces through comprehensive integration cap…
B 71 5⁄5 ◉ ⏳ 72 68 — 29 81 93
6936
devbrother2024
A boilerplate project for quickly developing MCP servers with TypeScript, featu…
B 71 5⁄5 ◉ ⏳ 66 72 — 29 81 98
6937
williamvd4
A Model Context Protocol server that enables retrieval of transcripts from YouT…
B 71 5⁄5 ◉ ⏳ 75 100 — 40 82 41
6938
kevingduck
A local server that enables Google's Gemini AI to safely read, write, and list …
B 71 5⁄4 ◉ ⏳ 90 45 N/A 16 90 100
6939
melaodoidao
Data.gov MCP Server ⚡ Claim 3
An MCP server that provides access to government datasets from Data.gov, enabli…
B 71 5⁄5 ◉ ⏳ 79 100 — 38 82 42
6940
Raroford32
debank-mcp-server ⚡ Claim
B 71 5⁄4 ◉ ⏳ 78 48 N/A 43 90 91
6941
realugbun
AgentExecMPC ⚡ Claim
A FastMCP server that enables AI agents to safely execute shell commands, run c…
B 71 5⁄5 ◉ ⏳ 78 67 — 27 81 91
6942
masx200
GitLab MCP Server ⚡ Claim
Enables AI assistants to interact with GitLab by wrapping the REST API v4 into …
B 71 5⁄5 ◉ ⏳ 78 100 — 46 81 37
6943
hunseokko
mcp-google-sheets ⚡ Claim
B 71 5⁄4 ◉ ⏳ 72 41 N/A 45 95 99
6944
peximo
Drupal MCP Server ⚡ Claim
Enables AI models to interact with Drupal 10+ sites via JSON:API for querying, …
B 71 5⁄5 ◉ ⏳ 78 67 — 24 81 93
6945
erkamkavak
Enables creation, validation, rendering, and optimization of SVG images with co…
B 71 5⁄5 ◉ ⏳ 78 62 — 35 76 94
6946
yogendhra9
A Node.js-based trading bot that integrates with the Zerodha platform to provid…
B 71 5⁄5 ◉ ⏳ 84 68 — 28 71 92
6947
nvdpsingh
Enables interaction with Gmail through the Gmail API with OAuth2 authentication…
B 71 5⁄5 ◉ ⏳ 78 62 — 21 81 99
6948
abushadab
A Model Context Protocol server that enables interaction with self-hosted Supab…
B 71 5⁄5 ◉ ⏳ 81 71 — 23 71 97
6949
tomek7667
mcp-ctftime ⚡ Claim
Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition…
B 71 5⁄5 ◉ ⏳ 60 61 — 58 81 96
6950
leonj1
Enables project and task management through a lightweight SQLite database, allo…
B 71 5⁄4 ◉ ⏳ 60 70 N/A 18 95 100
Showing 6901–6950 of 69052 servers
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