MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6751
Cyreslab-AI
FlightRadar Claim 2
Access real-time flight tracking and status information effortlessly. Get detai…
B 71 5⁄5 ◉ ⏳ 84 100 N/A 38 80 35
6752
hyperspell
hyperspell-mcp ⚡ Claim
Hyperspell lets you connect AI powered apps to any data — it's Plaid for unstru…
B 71 5⁄4 ◉ ⏳ 62 66 N/A 23 96 99
6753
drQedwards
PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.
B 71 5⁄4 ◉ ⏳ 72 31 N/A 72 95 91
6754
Jiansen
Proxy Doctor ⚡ Claim
Diagnose proxy misconfigurations that break AI coding tools (Cursor, VS Code, W…
B 71 5⁄4 ◉ ⏳ 66 36 N/A 66 95 95
6755
jlromano
Miro MCP Server ⚡ Claim 1
Enables Claude Desktop to interact with Miro boards to list projects, retrieve …
B 71 5⁄5 ◉ ⏳ 78 66 — 21 80 99
6756
takeachangs
Strudel MCP Server ⚡ Claim 1
Enables AI assistants to work with Strudel live coding patterns for music creat…
B 71 5⁄5 ◉ ⏳ 68 62 — 46 82 92
6757
Myangsun
Enables Claude to remember information about users across conversations by stor…
B 71 5⁄4 ◉ ⏳ 78 55 N/A 34 87 93
6758
Fastops-ai
Enables users to collect, search, and retrieve product feedback and full conver…
B 71 5⁄5 ◉ ⏳ 84 57 — 29 80 92
6759
labarilem
brainfaq-mcp ⚡ Claim 1
MCP server for the BrainFuck programming language
B 71 5⁄4 ◉ ⏳ 59 61 N/A 52 91 93
6760
marouanemkm
Provides AI agents with unified access to Gmail for email management (send, rea…
B 71 5⁄5 ◉ ⏳ 84 58 — 24 81 94
6761
geon0078
Provides 20 tools across 6 categories (pension/welfare, health/medical, care, l…
B 71 5⁄5 ◉ ⏳ 80 72 — 29 81 80
6762
dsouzaAnush
Heroku Code MCP ⚡ Claim
Search and execute Heroku Platform API operations
B 71 5⁄5 ◉ ⏳ 72 72 N/A 30 81 89
6763
LangGPT
MCP Fetch ⚡ Claim 1
A Model Context Protocol server that allows LLMs to retrieve and convert web co…
B 71 5⁄5 ◉ ⏳ 69 100 — 49 81 45
6764
CupOfOwls
Kroger MCP Server ⚡ Claim
A FastMCP server that provides AI assistants like Claude with seamless access t…
B 71 5⁄5 ◉ ⏳ 88 41 — 50 81 92
6765
Lizzard-Solutions
Enables comprehensive browser automation through Browserless.io including PDF g…
B 71 5⁄5 ◉ ⏳ 90 66 — 22 74 87
6766
google-gemini
gemini-cli Claim
An open-source AI agent that brings the power of Gemini directly into your term…
B 71 5⁄4 ◉ ⏳ 96 25 N/A 88 95 51
6767
mattreya
Playwright MCP ⚡ Claim 1
Enables LLMs to perform browser automation and web page interactions using Play…
B 71 5⁄5 ◉ ⏳ 62 100 — 52 81 52
6768
mehmetozcan-zz
KnowledgeBaseMCP ⚡ Claim
Enables AI assistants to extract and analyze text content from various document…
B 71 5⁄4 ◉ ⏳ 78 53 N/A 40 87 89
6769
hachecito
Odoo MCP Improved ⚡ Claim
A comprehensive implementation of the Model Context Protocol for Odoo ERP syste…
B 71 5⁄5 ◉ ⏳ 72 66 — 49 81 82
6770
raptor7197
Enables integration of local LLM capabilities with MCP-compatible clients like …
B 71 5⁄4 ◉ ⏳ 90 53 N/A 23 90 83
6771
NFTGo
NFTGo MCP Server ⚡ Claim
Provides access to NFTGo's Developer API for retrieving NFT collection details,…
B 71 5⁄5 ◉ ⏳ 84 65 — 27 78 90
6772
efikuta
Transforms YouTube into a queryable knowledge source with search, video details…
B 71 5⁄5 ◉ ⏳ 84 63 — 25 81 91
6773
nahmanmate
Enables enterprise-grade authentication management with secure credential handl…
B 71 5⁄5 ◉ ⏳ 78 56 — 38 80 95
6774
pbandreddy
Provides programmatic access to BlazeMeter's performance testing platform throu…
B 71 5⁄5 ◉ ⏳ 78 71 — 23 81 91
6775
Raffay0177
Provides weather information through MCP tools integrated with a FastAPI backen…
B 71 5⁄4 ◉ ⏳ 78 56 N/A 19 95 95
6776
thejusdutt
Enables comprehensive web and news searches via the Google Custom Search API wi…
B 71 5⁄5 ◉ ⏳ 66 65 — 50 80 91
6777
Dustyposa
A high-performance server for analyzing GitHub user starred repositories, provi…
B 71 5⁄5 ◉ ⏳ 62 73 — 39 82 93
6778
ongjin
K8s Doctor MCP ⚡ Claim 1
AI-powered Kubernetes diagnostics that analyzes pod crashes, logs, and cluster …
B 71 5⁄5 ◉ ⏳ 66 61 — 49 82 96
6779
nvdpsingh
Enables interaction with Gmail through the Gmail API with OAuth2 authentication…
B 71 5⁄5 ◉ ⏳ 78 62 — 21 81 99
6780
MokhtarLahjaily
Word MCP Claim
Enables programmatic generation of Microsoft Word documents (.docx) from AI-gen…
B 71 5⁄4 ◉ ⏳ 70 63 N/A 27 95 90
6781
RosTeHeA
Iridium MCP Server ⚡ Claim 1
Connects AI agents to Iridium fitness data to query workout history, nutrition …
B 71 5⁄5 ◉ ⏳ 70 68 — 31 82 98
6782
turambar928
An automated system that processes raw text through a three-stage pipeline to a…
B 71 5⁄5 ◉ ⏳ 92 57 — 33 78 82
6783
rossshannon
Provides LLMs with read-only access to search, filter, and retrieve bookmark me…
B 71 5⁄5 ◉ ⏳ 68 71 — 47 81 84
6784
Bathinanna
CodePilot MCP ⚡ Claim 1
Enables automation of workflows across GitHub, Notion, and Google Calendar with…
B 71 5⁄5 ◉ ⏳ 78 67 — 24 78 95
6785
marlinkcyber
Enables DNS and email security analysis through passive and active scanning cap…
B 71 5⁄5 ◉ ⏳ 66 82 — 21 81 94
6786
AI-Hub-Admin
Converts various document formats to desired output formats, currently supporti…
B 71 6⁄6 ◉ ⏳ 90 46 82 24 81 90
6787
code-rabi
Mews MCP ⚡ Claim 1
This MCP server provides comprehensive access to the Mews hospitality platform …
B 71 5⁄5 ◉ ⏳ 84 82 — 40 81 54
6788
fabriciofs
MCP SQL Server ⚡ Claim 1
An MCP server for Microsoft SQL Server integration that enables users to query,…
B 71 5⁄5 ◉ ⏳ 69 61 — 50 80 91
6789
jonradoff
chessmata Claim
Chessmata: chess game for humans and AI agents
B 71 5⁄4 ◉ ⏳ 68 43 N/A 51 92 99
6790
YUChoe
Enables comprehensive SQLite database operations including CRUD operations, sch…
B 71 5⁄4 ◉ ⏳ 72 61 N/A 30 95 86
6791
hydrolix
mcp-hydrolix ⚡ Claim
Hydrolix time-series datalake integration providing schema exploration and quer…
B 71 5⁄5 ◉ ⏳ 80 42 — 54 80 96
6792
BACH-AI-Tools
Biztoc MCP Server ⚡ Claim 1
An MCP server that provides access to the Biztoc API for retrieving latest busi…
B 71 5⁄5 ◉ ⏳ 41 100 — 45 81 87
6793
jagan-shanmugam
open-streetmap-mcp ⚡ Claim
An OpenStreetMap MCP server with location-based services and geospatial data.
B 71 5⁄4 ◉ ⏳ 78 31 N/A 53 90 100
6794
dylangroos
NHL MCP Server Claim 3
Provides structured access to NHL data including teams, players, standings, sch…
B 71 5⁄5 ◉ ⏳ 82 100 — 26 82 43
6795
yuque
Yuque MCP Server ⚡ Claim 2
MCP server for Yuque (语雀) that exposes your knowledge base to AI assistants thr…
B 71 5⁄4 ◉ ⏳ 69 68 — 65 67 88
6796
nickels
Provides semantic search and intelligent access to SAP AI Core documentation fo…
B 71 5⁄5 ◉ ⏳ 78 83 N/A 26 95 58
6797
lordbasilaiassistant-sudo
MCP server to scan smart contracts on Base for honeypots, rug pulls, and vulner…
B 71 5⁄5 ◉ ⏳ 72 100 N/A 34 95 40
6798
XInTheDark
Fetch MCP Server ⚡ Claim
Enables LLMs to retrieve and process web content by fetching URLs and convertin…
B 71 5⁄5 ◉ ⏳ 72 100 — 39 81 48
6799
saturngod
A server that connects to The Movie Database API, enabling clients to fetch pop…
B 71 5⁄4 ◉ ⏳ 86 38 N/A 28 95 97
6800
rafliruslan
TickTick MCP Server ⚡ Claim 2
A Model Context Protocol server that integrates with TickTick task management s…
B 71 5⁄5 ◉ ⏳ 71 58 — 40 82 98
Showing 6751–6800 of 69052 servers
« Prev 1 … 134 135 136 137 138 … 1382 Next »