MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13151 C 59 54 42 37 N/A 24 95 93
13152
Beyond-Network-AI
An extensible Model Context Protocol server that provides standardized access t…
C 59 66 74 73 0 48 82 73
13153
Sallvainian
Search and retrieve NGSS standards by code, domain, or topic. Explore three-dim…
C 59 66 94 10 0 76 83 100
13154
jikime
YouTube Toolbox Claim 1
An MCP server that provides AI assistants with powerful tools to interact with …
C 59 55 57 43 22 81 88
13155
srirama7
Enables comprehensive system monitoring and diagnostics through 18 tools that p…
C 59 54 60 27 N/A 24 95 82
13156
DXC-Lab-Linkage
A continuous integration server that automates Python code analysis, providing …
C 59 55 68 31 19 81 88
13157
klauern
MCP YNAB Server Claim 1
An MCP server that allows users to interact with YNAB data, enabling access to …
C 59 55 45 42 31 80 96
13158
callmybot
Count occurrences of any character in your text instantly. Specify the characte…
C 59 66 72 67 0 29 80 100
13159
Chaeyun06
Provide route finding and navigation capabilities using the Naver Maps API. Ena…
C 59 54 30 68 N/A 22 92 78
13160
BlinkVoid
PromptSmith Claim 1
An MCP server that provides 'Reasoning as a Service' by analyzing tasks to sele…
C 59 55 53 17 53 84 93
13161
SmartManoj
Demonstrate how to quickly implement an MCP server with minimal setup. Enable s…
C 59 54 48 32 N/A 22 95 97
13162
jorge6242
FRD Orchestrator Claim 1
An MCP server that exposes structured Functional Requirements Documents (FRDs) …
C 59 54 41 37 N/A 27 94 96
13163
sposer
mcp-fetch Claim
A minimal MCP server that enables HTTP requests with any method, headers, and b…
C 59 55 50 33 45 81 90
13164
Brokk-Sindre
Exposes Denmark's Statistical Bureau API as programmable resources, making it e…
C 59 55 56 36 35 82 82
13165
suryanshp1
Weather MCP Server Claim
A simple demonstration server for the MCP Python SDK that provides weather aler…
C 59 54 58 28 N/A 23 90 93
13166
izzanzahrial
MCP Server Claim
A Python implementation of the Model Context Protocol (MCP) that connects clien…
C 59 55 66 26 26 77 96
13167
Rickeylaiii
An MCP tool that integrates with Amap API services, allowing AI to access geogr…
C 59 55 74 30 20 71 93
13168
jasper-zsh
Enables ESP-IDF firmware development through MCP by providing tools to manage E…
C 59 54 48 36 N/A 18 90 99
13169
mndambuki
Enables creation and management of Word documents from markdown content, with s…
C 59 66 90 58 0 19 81 97
13170
vinayak-mehta
mcp-browser-use Claim 1
An MCP server that connects any MCP client (like Claude or Cursor) with the bro…
C 59 55 47 23 64 81 91
13171
mircorudolph
Toy MCP Server Claim
A simple reference implementation demonstrating MCP server basics with two toy …
C 59 54 48 27 N/A 24 95 100
13172
HyunjunJeon
All-Search MCP Server Claim 1
An MCP server that enables web search and document retrieval capabilities throu…
C 59 55 63 43 24 81 78
13173
chand45
Enables large language models to automatically report customer-facing issues wi…
C 59 55 60 35 20 81 94
13174
gunning4it
Epitome Claim
Personal AI memory — gives every AI agent shared, persistent memory of you
C 59 66 78 68 0 45 81 81
13175
HyunJuHwan
Scenario Word Claim
A Model Context Protocol (MCP) server that allows Claude AI to interact with cu…
C 59 55 54 100 23 81 22
13176
mcpauth
MCPAuth Claim
A self-hostable OAuth 2.0 server designed for the Model-Context-Protocol (MCP) …
C 59 66 56 68 0 56 81 100
13177
tonderflash
An MCP server that allows users to search for movies, get detailed information,…
C 59 55 39 82 N/A 41 95 34
13178
riosraul
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
C 59 55 54 38 23 81 97
13179
RuoJi6
A tool for detecting and cleaning Java memory shells via local or SSH remote ex…
C 59 55 54 30 61 71 83
13180
ToseaAI
mcp-ToseaAI Claim
Official MCP server for ToseaAI that enables document-to-presentation workflows…
C 59 55 54 0 76 81 99
13181
JackKuo666
Enables AI assistants to search and access clinical trial data from ClinicalTri…
C 59 55 64 32 19 81 94
13182
Traia-IO
An MCP server that provides standardized tools for AI agents to interact with t…
C 59 55 53 43 24 80 91
13183
Ansvar-Systems
czech-law-mcp Claim
Czech legislation via MCP — full-text search across statutes and provisions
C 59 66 90 33 0 59 83 91
13184
MaitreyaM
gmail-mcp-server Claim
C 59 54 54 26 N/A 27 95 90
13185
pinion05
Same functionality, consuming only 1/20 of the context window tokens.
C 59 66 80 72 0 29 81 85
13186
sideffect263
Enable network scanning by initiating Nmap scans and retrieving structured JSON…
C 59 55 54 72 N/A 29 78 52
13187
Areso
safe-ssh-mcp Claim
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps …
C 59 54 58 0 N/A 68 82 98
13188
valyuAI
A Model Context Protocol server that provides LLMs with access to Valyu's knowl…
C 59 66 75 71 0 40 81 83
13189
giancarloerra
socraticode Claim 3
MCP server for local codebase indexing, semantic search, and code dependency gr…
C 59 64 61 61 0 88 69 90
13190
aeghnnsw
Enables searching PubMed's biomedical literature database and retrieving articl…
C 59 55 54 38 16 82 100
13191
iceener
Enables management of Google Calendar events across multiple calendars with nat…
C 59 66 96 46 0 35 82 91
13192
vinitv
Enables web search capabilities through the Tavily API. Allows users to search …
C 59 55 54 37 25 81 92
13193
jasonkneen
A TypeScript template for building Model Context Protocol servers that implemen…
C 59 55 62 82 20 81 35
13194
jonsonliai
OpenViking MCP Server Claim 1
Integrates the OpenViking context database with Cloudwise SA Workflow Skills to…
C 59 55 60 33 27 83 88
13195
ahnlabio
bicscan-mcp Claim
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even d…
C 59 55 42 35 52 80 92
13196
divvi-xyz
Divvi MCP Server Claim
Enables AI assistants to automatically integrate Divvi referral tracking into J…
C 59 66 66 53 0 75 81 87
13197
kamath
Provide a Python-based MCP server implementation to enable integration of LLMs …
C 59 54 36 41 N/A 23 95 97
13198
Anilinfo2015
An MCP server that retrieves jokes from three different sources: Chuck Norris j…
C 59 55 53 17 49 83 100
13199
zhangzhongnan928
A Model Context Protocol server that allows Claude to interact with Warpcast ac…
C 59 55 47 40 36 81 92
13200
fotoetienne
gqai Claim
Define tools using regular GraphQL queries/mutations and gqai automatically gen…
C 59 54 92 35 N/A 49 89 18
Showing 13151–13200 of 30006 servers
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