MCP Server Quality Scores

Independent quality analysis of 43656 public MCP servers

43656
Discovered
29481
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
201
cyanheads
Search ClinicalTrials.gov — find studies, retrieve results, match patients to e…
A 85 66 100 80 93 69 69 91
202
acchuang
Provides access to Jina AI's web tools including URL-to-markdown conversion, we…
A 85 66 84 92 100 41 81 100
203
Fabsbags
swisstrip-mcp Claim
Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket…
A 85 66 100 96 92 40 69 97
204
cedric448
Provides access to Jina AI's web reading, search, embeddings, and reranking cap…
A 85 66 84 92 100 42 81 100
205
enharper
Connects to the Tentahead API to facilitate campsite searching and group trip p…
A 85 66 100 78 97 50 81 94
206
biocontext-ai
knowledgebase-mcp Claim 1
BioContextAI Knowledgebase MCP server for biomedical agentic AI
A 85 66 81 92 90 75 83 88
207
wlmwwx
Provides access to Jina AI's suite of web tools including URL reading, web/imag…
A 85 66 84 92 100 41 81 100
208
la-rebelion
Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered…
A 85 66 90 76 96 58 81 100
209
andyWang1688
sql-query-mcp Claim
A general-purpose MCP server that lets AI work with multiple databases within c…
A 85 44 72 N/A N/A 76 95 98
210
martymarkenson
Enables secure querying of PostgreSQL databases through MCP-compatible clients.…
A 85 55 82 100 61 81 96
211
disnet
Flint Note Claim 2
An agent-first note-taking system that provides AI-guided creation and organiza…
A 85 55 92 100 N/A 76 95 51
212
neverinfamous
SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering
A 85 55 75 87 N/A 63 95 100
213
Abhijay007
btcpayserver-mcp Claim
A comprehensive Model Context Protocol (MCP) server for BTCPayServer integratio…
A 85 55 100 100 56 81 75
214
brainsparker
youdotcom-mcp-server Claim 1
A Model Context Protocol (MCP) server that provides web search functionality us…
A 85 64 86 86 100 40 95 90
215
idanfishman
prometheus-mcp Claim
Provides seamless integration between AI assistants and Prometheus, enabling na…
A 85 55 100 60 85 83 100
216
sharozdawa
SERP-based content scoring and optimization with 7 SEO categories.
B 84 44 72 70 95 99
217
pshempel
Provides comprehensive time manipulation capabilities including timezone conver…
B 84 55 92 100 54 81 79
218
loglux
WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings)…
B 84 54 100 63 N/A 72 90 90
219
dannyshaw
Enables AI assistants to interact with the Pocketsmith personal finance API to …
B 84 55 94 91 66 82 78
220
djmoore711
Enables AI assistants to fetch company logos, brand colors, fonts, and corporat…
B 84 55 100 75 53 81 100
221
jeanlopezxyz
mcp-alertmanager Claim
A Model Context Protocol (MCP) server for Prometheus Alertmanager
B 84 54 82 68 N/A 79 94 99
222
simonl77
Salesforce MCP Server Claim 1
Enables natural language interactions with Salesforce data and metadata, suppor…
B 84 55 86 100 54 81 87
223
4rgon4ut
sutra Claim 2
Context Engineering Engine. Provides cognitive tools, memory structures, and ag…
B 84 55 84 82 N/A 73 95 82
224
sparkvibe-io
GuardianShield Claim 1
AI security layer: code scanning, PII detection, prompt injection, secrets, CVEs
B 84 55 90 100 N/A 75 95 53
225
BicameralAI
Bicameral MCP Claim
A provenance-aware decision ledger that maps meeting transcripts and PRDs to co…
B 84 44 90 N/A N/A 48 95 92
226
jx-codes
Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code…
B 84 55 90 100 N/A 28 95 91
227
kbsooo
MCP_Atom_of_Thoughts Claim 1
Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into in…
B 84 55 96 100 N/A 48 81 83
228
disco-trooper
apple-notes-mcp Claim 1
Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD o…
B 84 54 100 72 N/A 55 92 92
229
hanlulong
Provides a bridge between Stata statistical software and code editors like VS C…
B 84 54 96 56 N/A 80 90 99
230
Averyy
Enables searching and filtering over 1.5 million electronic components across J…
B 84 55 100 79 57 81 93
231
railwayapp
mcp-server Claim
Official Railway MCP server
B 84 54 90 72 N/A 63 95 97
232
DebugBase
glance Claim
AI-powered browser automation MCP server for Claude Code. Navigate, click, scre…
B 84 44 66 N/A N/A 81 95 97
233
SatoshiAPI
L402 Lightning-paid Bitcoin data: price, fees, blocks, sentiment, DCA signals.
B 84 44 72 N/A N/A 71 95 99
234
IO-Aerospace-software-engineering
mcp-server Claim 1
IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics …
B 84 66 81 96 90 58 81 88
235
Yezery
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
B 84 55 74 100 N/A 48 95 94
236
heroku
Heroku MCP server Claim 2
Let's your agent access the heroku platform
B 84 55 80 100 90 94 55
237
Ansvar-Systems
cambodian-law-mcp Claim 1
Cambodia legislation via MCP -- full-text search across statutes and provisions
B 84 64 92 73 94 46 95 93
238
PyJudge
pdf4vllm Claim
PDF reader for vision LLMs. Auto-detects text corruption and switches to image …
B 84 55 86 100 N/A 35 95 89
239
mabeldata
MCP server that allows interaction with PocketBase databases, enabling record o…
B 84 54 100 71 63 90 89
240
stefanoamorelli
fred-mcp-server Claim
Open-source FRED MCP Server (Federal Reserve Economic Data)
B 84 54 90 71 N/A 88 84 88
241
PatzEdi
MCPGex Claim
Enables LLMs to systematically develop and validate regex patterns by defining …
B 84 55 90 100 53 81 85
242
ideadesignmedia
Memory MCP Server Claim
SQLite-backed memory storage for MCP agents with optional semantic search via O…
B 84 55 78 100 N/A 45 95 90
243
SalehKhatri
postman-mcp Claim
A Model Context Protocol (MCP) server that provides seamless integration with t…
B 84 54 84 71 N/A 69 95 100
244
Pearl-com
Pearl Claim 1
Pearl
B 84 66 96 80 96 43 81 95
245
rog0x
dep Claim 1
License check, outdated deps, security for AI agents
B 84 44 94 N/A N/A 35 95 96
246
gomessoaresemmanuel-cpu
LinkedIn prospection automation — find leads, score (fit+intent+urgency), quali…
B 84 44 82 N/A N/A 53 95 97
247
rog0x
mcp-webhook-tools Claim
Webhook management and testing tools for AI agents. Provides tools for sending,…
B 84 44 94 N/A N/A 40 95 95
248
n0zer0d4y
Chronos Protocol Claim 2
Provides time intelligence, persistent memory and complete traceability for AI …
B 84 55 90 100 49 81 87
249
cyanheads
An MCP server that enables AI agents to perform search-augmented queries and de…
B 84 54 94 75 64 92 91
250
Flux159
Typescript implementation of Kubernetes cluster operations for pods, deployment…
B 84 55 96 62 82 86 91
Showing 201–250 of 43656 servers
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