MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31764
Scored
2112
Verified
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3951
GetCacheOverflow
cacheoverflow Claim 2
MCP server for cache.overflow - AI agents sharing knowledge with AI agents
B 75 55 59 72 N/A 74 82 92
3952
UtakataKyosui
Enables management of GitHub pull request review threads through natural langua…
B 75 55 80 91 69 81 45
3953
ltphat2204
Teable MCP Server Claim
Connects Teable no-code databases to LLMs, enabling AI agents to query records,…
B 75 55 76 68 47 81 97
3954
jcontini
macOS Contacts MCP Claim
Connects AI assistants to macOS Contacts app, allowing users to search, view, a…
B 75 55 94 100 N/A 23 95 40
3955
lucas-1000
Enables AI assistants to query glucose data from health storage APIs, providing…
B 75 55 100 66 22 81 90
3956
igorgarbuz
Enables AI assistants to control Spotify playback, manage playlists, search mus…
B 75 55 72 100 N/A 37 95 55
3957
KrishnaRandad2023
reddit-mcp Claim
This server provides AI agents with tools to fetch, post and search on Reddit.
B 75 55 78 68 39 83 99
3958
NOVA-3951
replit-mcp Claim 1
B 75 54 78 68 N/A 29 90 100
3959
SynclyAI
GitLab MCP Server Claim
Enables AI-assisted code review and repository management for on-premise GitLab…
B 75 55 72 63 64 80 96
3960
shariqriazz
Vertex AI MCP Server Claim 1
Implementation of Model Context Protocol (MCP) server that provides tools for a…
B 75 55 84 63 42 81 97
3961
celeryhq
Simplified MCP Server Claim 1
A Model Context Protocol server that enables LLMs like Claude and Cursor to man…
B 75 55 77 68 59 81 87
3962
Malayke
Fetches Hacker News discussion threads and linked article content in LLM-optimi…
B 75 55 90 57 49 80 94
3963
KyrieTangSheng
National Park Service API integration providing latest information of park deta…
B 75 55 78 71 49 82 91
3964
aws-solutions-library-samples
Enterprise-grade MCP server for SAP ABAP development, enabling AI-powered codin…
B 75 54 88 43 44 95 96
3965
tspspi
MCP MQTT Server Claim
Enables LLM agents to interact with MQTT brokers through publish, subscribe, an…
B 75 55 72 68 53 81 98
3966
scanady
Provides AI assistants with structured access to an organization's engineering …
B 75 54 88 61 N/A 27 95 89
3967
gnokit
Provides current local datetime information with timezone support. Serves as a …
B 75 54 90 58 N/A 18 95 100
3968
DrunkOnJava
A basic example of developing and running serverless Model Context Protocol (MC…
B 75 66 78 75 85 21 81 93
3969
jbrinkman
Enables AI agents to create, manage, and track tasks within plans using Valkey …
B 75 55 88 38 76 81 94
3970
spences10
🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This…
B 75 54 72 60 N/A 67 92 82
3971
shifusen329
n8n-mcp Claim
A Python-based MCP server adapted from the n8n_agent project that implements a …
B 75 54 84 66 N/A 21 95 97
3972
youssef7788
Enables interaction with Azure AI Foundry services through a unified interface …
B 75 55 90 82 55 81 58
3973
negokaz
Excel MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to read from and wri…
B 75 55 57 75 72 80 97
3974
keithah
Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 speci…
B 75 55 90 100 N/A 29 95 39
3975
BAS-More
total-recall Claim
Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sy…
B 75 44 53 N/A N/A 59 95 96
3976
translated
lara-mcp Claim 1
MCP Server for Lara Translate API, enabling powerful translation capabilities w…
B 75 55 57 73 64 87 99
3977
signal-slot
Enables MCP-capable applications to access, manage, and analyze system core dum…
B 75 55 78 100 N/A 20 95 61
3978
Leghis
SMART-E2B Claim
Enables secure execution of JavaScript and Python code in cloud-based E2B sandb…
B 75 55 78 68 43 81 99
3979
kazuph
A Model-Context Protocol Server for YouTube in Jp
B 75 54 68 60 N/A 69 92 89
3980
mario-andreschak
MCP ABAP ADT Claim
A server that bridges the Model Context Protocol (MCP) with SAP ABAP systems, a…
B 75 55 78 63 48 81 100
3981
matipojo
Enables managing personal information with dynamic topic-based organization (ta…
B 75 55 80 73 30 82 97
3982
bablulawrence
Enables AI agents to interact with Microsoft Fabric by exposing tools for manag…
B 75 55 66 82 39 81 99
3983
mrilikecoding
Clawmarks Claim
Enables LLM agents to create annotated bookmarks and narrative trails to docume…
B 75 54 90 53 N/A 37 95 91
3984
vincentf305
Deepseek MCP Server Claim 1
A Model Control Protocol server implementation that allows Claude Desktop to us…
B 75 55 90 67 34 80 92
3985
birdwell
Enables access to RuneScape 3 data including real-time Grand Exchange prices, i…
B 75 55 84 58 46 82 98
3986
CakeRepository
1password Claim 1
MCP server for 1Password service accounts — tools and resources for vaults and …
B 75 54 45 77 N/A 78 83 99
3987
sajithrw
MCP MySQL Server Claim 1
Enables interaction with MySQL databases (including AWS RDS and cloud instances…
B 75 55 100 75 51 81 54
3988
hillaryTse
HackerNews MCP Server Claim 1
Enables AI agents and developers to search, retrieve, and analyze HackerNews co…
B 75 55 84 67 35 83 95
3989
dzulstellar
airtable-mcp Claim
B 75 54 84 45 N/A 60 88 99
3990
ExpertVagabond
volcengine Claim 1
ByteDance Volcano Engine (Doubao) MCP server
B 75 54 90 41 N/A 50 90 99
3991
Rz017
Tavily MCP Server Claim 1
Provides AI assistants with real-time web search capabilities and intelligent d…
B 75 55 84 70 42 80 90
3992
dbt-labs
dbt-mcp Claim
Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/…
B 75 55 86 38 93 80 86
3993
shibayu36
MCP server specialized in retrieving information from Slack messages and threads
B 75 54 66 51 N/A 79 95 91
3994
vertexcover-io
linkedin-spider Claim
B 75 54 84 37 N/A 84 92 82
3995
aali-1
Twitter MCP Server Claim
Model Context Protocol server that enables programmatic interaction with Twitte…
B 75 55 94 52 41 81 100
3996
munch-group
Ensembl MCP Server Claim 1
Provides access to the Ensembl genomics REST API with 30+ tools for genomic dat…
B 75 55 92 100 42 81 42
3997
lowkeyrd
Enable seamless file operations, repository management, and advanced search fun…
B 75 55 80 66 N/A 52 81 92
3998
slb350
Ghost MCP Server Claim
Manage your Ghost blog content directly from Claude, Cursor, or any MCP-compati…
B 75 55 78 71 36 81 99
3999
uk0
Web Search MCP Claim
A high-performance search service that converts results from Google, Bing, and …
B 75 55 72 71 52 82 95
4000
dweigend
joplin-mcp-server Claim 1
A Model Context Protocol (MCP) Server for https://joplinapp.org/ that enables n…
B 75 54 76 68 N/A 41 90 91
Showing 3951–4000 of 66415 servers
« Prev 1 78 79 80 81 82 1329 Next »